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   Name=3D"Table Grid 3"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Grid 4"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Grid 5"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Grid 6"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Grid 7"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Grid 8"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 1"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 2"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 3"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 4"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 5"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 6"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 7"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 8"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table 3D effects 1"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table 3D effects 2"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table 3D effects 3"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Contemporary"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Elegant"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Professional"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Subtle 1"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Subtle 2"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Web 1"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Web 2"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Web 3"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Balloon Text"/>
  <w:LsdException Locked=3D"false" Priority=3D"39" Name=3D"Table Grid"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Theme"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" Name=3D"Placeholder =
Text"/>
  <w:LsdException Locked=3D"false" Priority=3D"1" QFormat=3D"true" Name=3D"=
No Spacing"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List Accen=
t 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid Accen=
t 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
 Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
 Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1 Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" Name=3D"Revision"/>
  <w:LsdException Locked=3D"false" Priority=3D"34" QFormat=3D"true"
   Name=3D"List Paragraph"/>
  <w:LsdException Locked=3D"false" Priority=3D"29" QFormat=3D"true" Name=3D=
"Quote"/>
  <w:LsdException Locked=3D"false" Priority=3D"30" QFormat=3D"true"
   Name=3D"Intense Quote"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2 Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1 Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2 Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3 Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List Accent=
 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
 Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List Accen=
t 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid Accen=
t 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
 Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
 Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1 Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2 Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1 Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2 Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3 Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List Accent=
 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
 Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List Accen=
t 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid Accen=
t 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
 Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
 Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1 Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2 Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1 Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2 Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3 Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List Accent=
 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
 Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List Accen=
t 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid Accen=
t 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
 Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
 Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1 Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2 Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1 Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2 Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3 Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List Accent=
 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
 Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List Accen=
t 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid Accen=
t 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
 Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
 Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1 Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2 Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1 Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2 Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3 Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List Accent=
 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
 Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List Accen=
t 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid Accen=
t 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
 Accent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
 Accent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1 Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2 Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1 Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2 Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3 Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List Accent=
 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
 Accent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"19" QFormat=3D"true"
   Name=3D"Subtle Emphasis"/>
  <w:LsdException Locked=3D"false" Priority=3D"21" QFormat=3D"true"
   Name=3D"Intense Emphasis"/>
  <w:LsdException Locked=3D"false" Priority=3D"31" QFormat=3D"true"
   Name=3D"Subtle Reference"/>
  <w:LsdException Locked=3D"false" Priority=3D"32" QFormat=3D"true"
   Name=3D"Intense Reference"/>
  <w:LsdException Locked=3D"false" Priority=3D"33" QFormat=3D"true" Name=3D=
"Book Title"/>
  <w:LsdException Locked=3D"false" Priority=3D"37" SemiHidden=3D"true"
   UnhideWhenUsed=3D"true" Name=3D"Bibliography"/>
  <w:LsdException Locked=3D"false" Priority=3D"39" SemiHidden=3D"true"
   UnhideWhenUsed=3D"true" QFormat=3D"true" Name=3D"TOC Heading"/>
  <w:LsdException Locked=3D"false" Priority=3D"41" Name=3D"Plain Table 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"42" Name=3D"Plain Table 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"43" Name=3D"Plain Table 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"44" Name=3D"Plain Table 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"45" Name=3D"Plain Table 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"40" Name=3D"Grid Table Light=
"/>
  <w:LsdException Locked=3D"false" Priority=3D"46" Name=3D"Grid Table 1 Lig=
ht"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k"/>
  <w:LsdException Locked=3D"false" Priority=3D"51" Name=3D"Grid Table 6 Col=
orful"/>
  <w:LsdException Locked=3D"false" Priority=3D"52" Name=3D"Grid Table 7 Col=
orful"/>
  <w:LsdException Locked=3D"false" Priority=3D"46"
   Name=3D"Grid Table 1 Light Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2 Acc=
ent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3 Acc=
ent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4 Acc=
ent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"51"
   Name=3D"Grid Table 6 Colorful Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"52"
   Name=3D"Grid Table 7 Colorful Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"46"
   Name=3D"Grid Table 1 Light Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2 Acc=
ent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3 Acc=
ent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4 Acc=
ent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"51"
   Name=3D"Grid Table 6 Colorful Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"52"
   Name=3D"Grid Table 7 Colorful Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"46"
   Name=3D"Grid Table 1 Light Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2 Acc=
ent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3 Acc=
ent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4 Acc=
ent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"51"
   Name=3D"Grid Table 6 Colorful Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"52"
   Name=3D"Grid Table 7 Colorful Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"46"
   Name=3D"Grid Table 1 Light Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2 Acc=
ent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3 Acc=
ent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4 Acc=
ent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"51"
   Name=3D"Grid Table 6 Colorful Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"52"
   Name=3D"Grid Table 7 Colorful Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"46"
   Name=3D"Grid Table 1 Light Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2 Acc=
ent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3 Acc=
ent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4 Acc=
ent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"51"
   Name=3D"Grid Table 6 Colorful Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"52"
   Name=3D"Grid Table 7 Colorful Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"46"
   Name=3D"Grid Table 1 Light Accent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2 Acc=
ent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3 Acc=
ent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4 Acc=
ent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k Accent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"51"
   Name=3D"Grid Table 6 Colorful Accent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"52"
   Name=3D"Grid Table 7 Colorful Accent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"46" Name=3D"List Table 1 Lig=
ht"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"List Table 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"List Table 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"List Table 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"List Table 5 Dar=
k"/>
  <w:LsdException Locked=3D"false" Priority=3D"51" Name=3D"List Table 6 Col=
orful"/>
  <w:LsdException Locked=3D"false" Priority=3D"52" Name=3D"List Table 7 Col=
orful"/>
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<div class=3DWordSection1>

<p class=3DMsoBodyText style=3D'margin-top:9.65pt'><span lang=3DES style=3D=
'font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

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"></a><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt;mso-no-proof:=
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src=3D"1201-RTE-36-e1_archivos/image002.gif" v:shapes=3D"Image_x0020_4"><![=
endif]></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:p></o:p><=
/span></p>

<p class=3DMsoBodyText><span lang=3DES><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:2.2pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText align=3Dright style=3D'margin-right:5.9pt;text-align=
:right'><span
lang=3DES><a href=3D"https://doi.org/10.37815/rte.v36ne1.1201"><span
style=3D'color:windowtext;letter-spacing:-.1pt;text-decoration:none;text-un=
derline:
none'>https://doi.org/10.37815/rte.v36ne1.1201</span></a></span></p>

<p class=3DMsoBodyText align=3Dright style=3D'margin-top:.6pt;margin-right:=
5.9pt;
margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:right'><=
span
lang=3DES>Art&iacute;culos<span style=3D'letter-spacing:-.45pt'> </span><sp=
an
style=3D'letter-spacing:-.1pt'>originales</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:2.25pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:0cm;margin-right:.3=
pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><b
style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:16=
.0pt;
mso-bidi-font-size:11.0pt'>Sistema<span style=3D'letter-spacing:-.2pt'> </s=
pan>de<span
style=3D'letter-spacing:-.1pt'> </span>Recomendaci&oacute;n<span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
pt'> </span>Cursos<span
style=3D'letter-spacing:-.15pt'> </span>en<span style=3D'letter-spacing:-.1=
5pt'> </span>L&iacute;nea<span
style=3D'letter-spacing:-.1pt'> </span>basado<span style=3D'letter-spacing:=
-.1pt'> </span>en<span
style=3D'letter-spacing:-.15pt'> </span>el<span style=3D'letter-spacing:-.0=
5pt'> </span><span
style=3D'letter-spacing:-.1pt'>Perfil</span><o:p></o:p></span></b></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.8pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><b
style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:16=
.0pt;
mso-bidi-font-size:11.0pt'>de<span style=3D'letter-spacing:-.2pt'> </span>C=
ompetencias<span
style=3D'letter-spacing:-.45pt'> </span>TIC<span style=3D'letter-spacing:-.=
2pt'> </span>del<span
style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Docente</span><o:p></o:p></span></b></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:12.8pt;margin-right=
:0cm;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><b
style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:16=
.0pt;
mso-bidi-font-size:11.0pt'>Online<span style=3D'letter-spacing:-.35pt'> </s=
pan>course<span
style=3D'letter-spacing:-.25pt'> </span>recommendation<span style=3D'letter=
-spacing:
-.25pt'> </span>system<span style=3D'letter-spacing:-.2pt'> </span>based<sp=
an
style=3D'letter-spacing:-.25pt'> </span>on<span style=3D'letter-spacing:-.2=
5pt'> </span>the<span
style=3D'letter-spacing:-.25pt'> </span>teacher&#8217;s<span style=3D'lette=
r-spacing:
-.2pt'> </span><span style=3D'letter-spacing:-.25pt'>ICT</span><o:p></o:p><=
/span></b></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.8pt;margin-right:.=
25pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><b
style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:16=
.0pt;
mso-bidi-font-size:11.0pt'>competence <span style=3D'letter-spacing:-.1pt'>=
profile</span><o:p></o:p></span></b></p>

<p class=3DMsoBodyText style=3D'margin-top:7.75pt'><b style=3D'mso-bidi-fon=
t-weight:
normal'><span lang=3DES style=3D'font-size:16.0pt;mso-bidi-font-size:12.0pt=
'><o:p>&nbsp;</o:p></span></b></p>

<p class=3DMsoBodyText align=3Dcenter style=3D'margin-left:81.95pt;text-ali=
gn:center'><span
lang=3DES style=3D'letter-spacing:-.2pt'>Jorge</span><span lang=3DES
style=3D'letter-spacing:.5pt'> </span><span lang=3DES style=3D'letter-spaci=
ng:-.2pt'>Maldonado-Mahauad<sup>1</sup></span><span
lang=3DES style=3D'letter-spacing:.55pt'> </span><span lang=3DES><a
href=3D"https://orcid.org/0000-0003-1953-390X"><sup><span style=3D'color:#0=
563C1;
letter-spacing:-.2pt'>https://orcid.org/0000-0003-1953-390X</span></sup></a=
><span
style=3D'letter-spacing:-.2pt'>,</span><span style=3D'letter-spacing:.5pt'>=
 </span><span
style=3D'letter-spacing:-.2pt'>Diego</span><span style=3D'letter-spacing:.5=
5pt'> </span><span
style=3D'letter-spacing:-.2pt'>Moscoso</span><span style=3D'letter-spacing:=
.5pt'> </span><span
style=3D'letter-spacing:-.2pt'>Lozano<sup>1</sup></span></span></p>

<p class=3DMsoNormal style=3D'margin-top:.8pt;margin-right:0cm;margin-botto=
m:0cm;
margin-left:123.45pt;margin-bottom:.0001pt'><span lang=3DES><a
href=3D"https://orcid.org/0009-0008-0073-5687"><span style=3D'font-size:6.0=
pt;
mso-bidi-font-size:11.0pt;color:#0563C1'>https://orcid.org/0009-0008-0073-5=
687</span></a></span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;position:rela=
tive;
top:3.0pt;mso-text-raise:-3.0pt'>,<span style=3D'letter-spacing:-.1pt'> </s=
pan>Javier<span
style=3D'letter-spacing:-.1pt'> </span>Pacheco</span><span lang=3DES
style=3D'font-size:7.0pt;mso-bidi-font-size:11.0pt;position:relative;top:-.=
5pt;
mso-text-raise:.5pt'>1<span style=3D'letter-spacing:1.2pt'> </span></span><=
span
lang=3DES><a href=3D"https://orcid.org/0009-0004-3990-5277"><span style=3D'=
font-size:
6.0pt;mso-bidi-font-size:11.0pt;color:#0563C1'>https://orcid.org/0009-0004-=
3990-<span
style=3D'letter-spacing:-.2pt'>5277</span></span></a></span><span lang=3DES
style=3D'font-size:6.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>

<p class=3DMsoBodyText><span lang=3DES style=3D'font-size:6.0pt;mso-bidi-fo=
nt-size:
12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
6.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-left:81.95pt;text-align=
:center'><sup><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt'>1</span></su=
p><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Universidad<span style=3D'letter-spacing:-.1pt'>=
 </span>de<span
style=3D'letter-spacing:-.1pt'> </span>Cuenca,<span style=3D'letter-spacing=
:-.1pt'>
</span></span></i><span lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-s=
ize:
11.0pt'>Cuenca,<span style=3D'letter-spacing:-.1pt'> Ecuador</span><o:p></o=
:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:1.45pt;margin-right:0cm;margin-bot=
tom:
0cm;margin-left:163.9pt;margin-bottom:.0001pt;text-indent:-106.1pt;line-hei=
ght:
105%'><span lang=3DES><a href=3D"mailto:jorge.maldonado@ucuenca.edu.ec"><sp=
an
style=3D'font-family:"Courier New";mso-hansi-font-family:"Times New Roman";
mso-bidi-font-family:"Times New Roman";color:#0563C1'>jorge.maldonado@ucuen=
ca.edu.ec</span><span
style=3D'font-family:"Courier New";mso-hansi-font-family:"Times New Roman";
mso-bidi-font-family:"Times New Roman";color:windowtext;text-decoration:non=
e;
text-underline:none'>,</span></a></span><span lang=3DES style=3D'font-famil=
y:"Courier New";
mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:"Times New Rom=
an";
letter-spacing:-1.65pt'> </span><span lang=3DES><a
href=3D"mailto:diego.moscosol@ucuenca.edu.ec"><span style=3D'font-family:"C=
ourier New";
mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:"Times New Rom=
an";
color:#0563C1'>diego.moscosol@ucuenca.edu.ec</span><span style=3D'font-fami=
ly:
"Courier New";mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:
"Times New Roman";color:windowtext;text-decoration:none;text-underline:none=
'>,</span></a></span><span
lang=3DES style=3D'font-family:"Courier New";mso-hansi-font-family:"Times N=
ew Roman";
mso-bidi-font-family:"Times New Roman"'> </span><span lang=3DES><a
href=3D"mailto:javier.pacheco@ucuenca.edu.ec"><span style=3D'font-family:"C=
ourier New";
mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:"Times New Rom=
an";
color:#0563C1;letter-spacing:-.1pt'>javier.pacheco@ucuenca.edu.ec</span></a=
></span><span
lang=3DES style=3D'font-family:"Courier New";mso-hansi-font-family:"Times N=
ew Roman";
mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:2.55pt'><span lang=3DES style=3D=
'font-size:
10.0pt;mso-bidi-font-size:12.0pt;font-family:"Courier New";mso-hansi-font-f=
amily:
"Times New Roman";mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p>=
</span></p>

</div>

<span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;font-fa=
mily:
"Courier New";mso-fareast-font-family:"Times New Roman";mso-hansi-font-fami=
ly:
"Times New Roman";mso-bidi-font-family:"Times New Roman";mso-ansi-language:
ES;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'><br clear=3Dall
style=3D'page-break-before:auto;mso-break-type:section-break'>
</span>

<div class=3DWordSection2>

<p class=3DMsoBodyText><span lang=3DES style=3D'font-size:7.0pt;mso-bidi-fo=
nt-size:
12.0pt;font-family:"Courier New";mso-hansi-font-family:"Times New Roman";
mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:2.45pt'><span lang=3DES style=3D=
'font-size:
7.0pt;mso-bidi-font-size:12.0pt;font-family:"Courier New";mso-hansi-font-fa=
mily:
"Times New Roman";mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p>=
</span></p>

<p class=3DMsoNormal align=3Dright style=3D'margin-right:1.9pt;text-align:r=
ight'><!--[if gte vml 1]><v:shape
 id=3D"Image_x0020_5" o:spid=3D"_x0000_s1044" type=3D"#_x0000_t75" style=3D=
'position:absolute;
 left:0;text-align:left;margin-left:1in;margin-top:-12.35pt;width:63.6pt;
 height:22.25pt;z-index:15729664;visibility:visible;mso-wrap-style:square;
 mso-wrap-distance-left:0;mso-wrap-distance-top:0;mso-wrap-distance-right:0;
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</v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout;positi=
on:
relative;z-index:15729664'><span style=3D'left:0px;position:absolute;left:9=
6px;
top:-17px;width:85px;height:30px'><img width=3D85 height=3D30
src=3D"1201-RTE-36-e1_archivos/image004.gif" v:shapes=3D"Image_x0020_5"></s=
pan></span><![endif]><span
lang=3DES style=3D'font-size:7.0pt;mso-bidi-font-size:11.0pt;letter-spacing=
:-.5pt'>.</span><span
lang=3DES style=3D'font-size:7.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></=
span></p>

<p class=3DMsoNormal style=3D'margin-top:4.85pt;margin-right:0cm;margin-bot=
tom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt'><span lang=3DES style=3D'font=
-size:
7.0pt;mso-bidi-font-size:11.0pt'>Esta<span style=3D'letter-spacing:.25pt'> =
</span>obra<span
style=3D'letter-spacing:.25pt'> </span>est&aacute;<span style=3D'letter-spa=
cing:
.25pt'> </span>bajo<span style=3D'letter-spacing:.3pt'> </span>una<span
style=3D'letter-spacing:.25pt'> </span>licencia<span style=3D'letter-spacin=
g:.25pt'>
</span><span style=3D'letter-spacing:-.1pt'>internacional</span><o:p></o:p>=
</span></p>

<p class=3DMsoNormal style=3D'margin-top:.55pt;margin-right:0cm;margin-bott=
om:0cm;
margin-left:16.0pt;margin-bottom:.0001pt'><span lang=3DES style=3D'font-siz=
e:7.0pt;
mso-bidi-font-size:11.0pt'>Creative<span style=3D'letter-spacing:.7pt'> </s=
pan>Commons<span
style=3D'letter-spacing:.7pt'> </span>Atribuci&oacute;n-NoComercial<span
style=3D'letter-spacing:.75pt'> </span><span style=3D'letter-spacing:-.25pt=
'>4.0</span><o:p></o:p></span></p>

<span lang=3DES style=3D'font-size:12.0pt;line-height:115%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'mso-column-break-be=
fore:
always'>
</span>

<p class=3DMsoBodyText style=3D'margin-top:4.5pt;margin-right:5.85pt;margin=
-bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
-.05pt;line-height:115%'><span lang=3DES>Enviado: 2024/07/02 Aceptado: 2024=
/10/03
Publicado:<span style=3D'letter-spacing:-.05pt'> </span><span style=3D'lett=
er-spacing:
-.1pt'>2024/10/15</span></span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:115%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
uto;
mso-break-type:section-break'>
</span>

<div class=3DWordSection3>

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</v:group><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>

<table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
 <tr>
  <td width=3D458 height=3D0></td>
 </tr>
 <tr>
  <td></td>
  <td><img width=3D336 height=3D119 src=3D"1201-RTE-36-e1_archivos/image007=
.gif"
  v:shapes=3D"Group_x0020_6 Image_x0020_7 Image_x0020_8"></td>
 </tr>
</table>

</span><![endif]><span lang=3DES><o:p>&nbsp;</o:p></span></p>

<br style=3D'mso-ignore:vglayout' clear=3DALL>

<h1 style=3D'margin-right:.3pt'><span lang=3DES style=3D'letter-spacing:-.1=
pt'>Resumen</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.55pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span lang=3DES>La<span style=3D'letter-spacing:-.3pt'> </span>transf=
ormaci&oacute;n<span
style=3D'letter-spacing:-.3pt'> </span>digital<span style=3D'letter-spacing=
:-.3pt'>
</span>en<span style=3D'letter-spacing:-.3pt'> </span>la<span style=3D'lett=
er-spacing:
-.3pt'> </span>educaci&oacute;n<span style=3D'letter-spacing:-.3pt'> </span=
>ha<span
style=3D'letter-spacing:-.3pt'> </span>generado<span style=3D'letter-spacin=
g:-.3pt'>
</span>la<span style=3D'letter-spacing:-.3pt'> </span>necesidad<span
style=3D'letter-spacing:-.3pt'> </span>de<span style=3D'letter-spacing:-.3p=
t'> </span>capacitar<span
style=3D'letter-spacing:-.3pt'> </span>a<span style=3D'letter-spacing:-.3pt=
'> </span>los<span
style=3D'letter-spacing:-.3pt'> </span>docentes y mejorar sus competencias
digitales. Sin embargo, los procesos de formaci&oacute;n no suelen ser
efectivos dada la falta de personalizaci&oacute;n en las propuestas y la
variedad en los perfiles de los docentes.<span style=3D'letter-spacing:-.2p=
t'> </span>Dado<span
style=3D'letter-spacing:-.2pt'> </span>lo<span style=3D'letter-spacing:-.2p=
t'> </span>anterior,<span
style=3D'letter-spacing:-.2pt'> </span>este<span style=3D'letter-spacing:-.=
2pt'> </span>art&iacute;culo<span
style=3D'letter-spacing:-.2pt'> </span>aborda<span style=3D'letter-spacing:=
-.2pt'> </span>el<span
style=3D'letter-spacing:-.2pt'> </span>desarrollo<span style=3D'letter-spac=
ing:
-.2pt'> </span>de<span style=3D'letter-spacing:-.2pt'> </span>una<span
style=3D'letter-spacing:-.2pt'> </span>herramienta<span style=3D'letter-spa=
cing:
-.2pt'> </span>web<span style=3D'letter-spacing:-.2pt'> </span>dise&ntilde;=
ada
para diagnosticar las capacidades digitales de los profesores y proporcionar
recomendaciones personalizadas<span style=3D'letter-spacing:-.55pt'> </span=
>de<span
style=3D'letter-spacing:-.55pt'> </span>MOOCs<span style=3D'letter-spacing:=
-.55pt'>
</span>para<span style=3D'letter-spacing:-.55pt'> </span>apoyar<span
style=3D'letter-spacing:-.55pt'> </span>el<span style=3D'letter-spacing:-.5=
5pt'> </span>desarrollo<span
style=3D'letter-spacing:-.55pt'> </span>de<span style=3D'letter-spacing:-.5=
5pt'> </span>sus<span
style=3D'letter-spacing:-.55pt'> </span>competencias.<span style=3D'letter-=
spacing:
-.55pt'> </span>Para<span style=3D'letter-spacing:-.55pt'> </span>esto<span
style=3D'letter-spacing:-.55pt'> </span>se<span style=3D'letter-spacing:-.5=
5pt'> </span>propone
un sistema que utiliza t&eacute;cnicas de Procesamiento de Lenguaje Natural
(PLN) y un modelo de <span style=3D'letter-spacing:-.1pt'>recomendaci&oacut=
e;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>basado</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>en</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>contenido.</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Los</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>datos</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>los</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>cursos</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>se</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>obtienen</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>mediante</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>web</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>scraping
</span>y se procesan con t&eacute;cnicas de PLN, utilizando un modelo de
lenguaje avanzado (BERT) para generar<span style=3D'letter-spacing:-.75pt'>=
 </span>representaciones<span
style=3D'letter-spacing:-.75pt'> </span>vectoriales<span style=3D'letter-sp=
acing:
-.75pt'> </span>de<span style=3D'letter-spacing:-.75pt'> </span>los<span
style=3D'letter-spacing:-.75pt'> </span>cursos<span style=3D'letter-spacing=
:-.75pt'>
</span>y<span style=3D'letter-spacing:-.75pt'> </span>las<span style=3D'let=
ter-spacing:
-.75pt'> </span>competencias.<span style=3D'letter-spacing:-.75pt'> </span>=
El<span
style=3D'letter-spacing:-.75pt'> </span>sistema<span style=3D'letter-spacin=
g:-.75pt'>
</span>web<span style=3D'letter-spacing:-.75pt'> </span>permite<span
style=3D'letter-spacing:-.75pt'> </span>a los<span style=3D'letter-spacing:=
-.6pt'> </span>docentes<span
style=3D'letter-spacing:-.6pt'> </span>autoevaluar<span style=3D'letter-spa=
cing:
-.6pt'> </span>sus<span style=3D'letter-spacing:-.6pt'> </span>competencias=
,<span
style=3D'letter-spacing:-.6pt'> </span>visualizar<span style=3D'letter-spac=
ing:
-.6pt'> </span>los<span style=3D'letter-spacing:-.6pt'> </span>resultados<s=
pan
style=3D'letter-spacing:-.6pt'> </span>y<span style=3D'letter-spacing:-.6pt=
'> </span>recibir<span
style=3D'letter-spacing:-.6pt'> </span>recomendaciones personalizadas<span
style=3D'letter-spacing:-.55pt'> </span>de<span style=3D'letter-spacing:-.5=
5pt'> </span>cursos<span
style=3D'letter-spacing:-.55pt'> </span>MOOC.<span style=3D'letter-spacing:=
-.55pt'>
</span>La<span style=3D'letter-spacing:-.55pt'> </span>implementaci&oacute;=
n<span
style=3D'letter-spacing:-.55pt'> </span>de<span style=3D'letter-spacing:-.5=
5pt'> </span>este<span
style=3D'letter-spacing:-.55pt'> </span>sistema<span style=3D'letter-spacin=
g:-.55pt'>
</span>ha<span style=3D'letter-spacing:-.55pt'> </span>mostrado<span
style=3D'letter-spacing:-.55pt'> </span>ser<span style=3D'letter-spacing:-.=
55pt'> </span>eficaz<span
style=3D'letter-spacing:-.55pt'> </span>en la<span style=3D'letter-spacing:=
-.15pt'>
</span>identificaci&oacute;n<span style=3D'letter-spacing:-.15pt'> </span>d=
e<span
style=3D'letter-spacing:-.15pt'> </span>las<span style=3D'letter-spacing:-.=
2pt'> </span>&aacute;reas<span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
5pt'> </span>mejora<span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
5pt'> </span>los<span
style=3D'letter-spacing:-.15pt'> </span>docentes<span style=3D'letter-spaci=
ng:-.15pt'>
</span>y<span style=3D'letter-spacing:-.15pt'> </span>en<span style=3D'lett=
er-spacing:
-.15pt'> </span>la<span style=3D'letter-spacing:-.15pt'> </span>sugerencia<=
span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
5pt'> </span>cursos<span
style=3D'letter-spacing:-.15pt'> </span>relevantes para<span style=3D'lette=
r-spacing:
-.5pt'> </span>su<span style=3D'letter-spacing:-.5pt'> </span>desarrollo<sp=
an
style=3D'letter-spacing:-.5pt'> </span>profesional.<span style=3D'letter-sp=
acing:
-.5pt'> </span>Los<span style=3D'letter-spacing:-.5pt'> </span>resultados<s=
pan
style=3D'letter-spacing:-.5pt'> </span>sugieren<span style=3D'letter-spacin=
g:-.5pt'>
</span>que<span style=3D'letter-spacing:-.5pt'> </span>el<span style=3D'let=
ter-spacing:
-.5pt'> </span>uso<span style=3D'letter-spacing:-.5pt'> </span>de<span
style=3D'letter-spacing:-.5pt'> </span>este<span style=3D'letter-spacing:-.=
5pt'> </span>sistema<span
style=3D'letter-spacing:-.5pt'> </span>puede<span style=3D'letter-spacing:-=
.5pt'> </span>ser<span
style=3D'letter-spacing:-.5pt'> </span>una soluci&oacute;n efectiva para la
capacitaci&oacute;n en competencias digitales de los docentes.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.3pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.05pt;margin-right:0cm;margin-bott=
om:0cm;
margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify'><a
name=3D"_Hlk42284450"></a><b style=3D'mso-bidi-font-weight:normal'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Palabras<span style=3D'letter-spacing:-.3pt'> </=
span>clave:<span
style=3D'letter-spacing:-.2pt'> </span></span></i></b><span lang=3DES
style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt'>competencias,<span
style=3D'letter-spacing:-.2pt'> </span>inteligencia<span style=3D'letter-sp=
acing:
-.2pt'> </span>artificial,<span style=3D'letter-spacing:-.2pt'> </span>pent=
&aacute;gono<span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.2pt'=
>TIC.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:8.75pt'><!--[if gte vml 1]><o:wr=
apblock
 pagebreak=3D"t">
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gin-bottom:
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ize:10.0pt;
      mso-bidi-font-size:11.0pt'>Sumario: </span></b><span lang=3DES
      style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Introducci&oacut=
e;n,
      Metodolog&iacute;a, Evaluaci&oacute;n del Sistema, Discusi&oacute;n y=
 <span
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</p>
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      style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p=
></span></p>
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in-bottom:
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=3DES
      style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%'=
>Como<span
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pacing:
      -.6pt'> </span></span></b><span lang=3DES style=3D'font-size:10.0pt;
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ing:
      -.6pt'> </span>Moscoso,<span style=3D'letter-spacing:-.65pt'> </span>=
D.<span
      style=3D'letter-spacing:-.6pt'> </span>&amp;<span style=3D'letter-spa=
cing:
      -.65pt'> </span>Pacheco,<span style=3D'letter-spacing:-.6pt'> </span>=
J.<span
      style=3D'letter-spacing:-.65pt'> </span>(2024).<span style=3D'letter-=
spacing:
      -.6pt'> </span>Sistema<span style=3D'letter-spacing:-.65pt'> </span>d=
e<span
      style=3D'letter-spacing:-.6pt'> </span>Recomendaci&oacute;n<span
      style=3D'letter-spacing:-.65pt'> </span>de<span style=3D'letter-spaci=
ng:-.6pt'>
      </span>Cursos en L&iacute;nea basado en el Perfil de Competencias TIC=
 del
      Docente. <i style=3D'mso-bidi-font-style:normal'>Revista Tecnol&oacut=
e;gica
      - Espol, 36(2), 196-214. </i>Recuperado a partir de </span><span lang=
=3DES><a
      href=3D"https://rte.espol.edu.ec/index.php/tecnologica/article/view/1=
201"><span
      style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%;
      color:windowtext;text-decoration:none;text-underline:none'>https://rt=
e.espol.edu.ec/index.php/tecnologica/article/view/1201</span></a></span><sp=
an
      lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-he=
ight:
      103%'><o:p></o:p></span></p>
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style=3D'mso-ignore:vglayout' clear=3DALL>
<span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:p><=
/o:p></span></p>

</div>

<span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;font-fa=
mily:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
ES;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'><br clear=3Dall
style=3D'page-break-before:always;mso-break-type:section-break'>
</span>

<div class=3DWordSection4>

<p class=3DMsoBodyText style=3D'margin-top:4.45pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-right:.3pt'><span lang=3DES style=3D'letter-spacing:-.1=
pt'>Abstract</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.0pt;margin-b=
ottom:
0cm;margin-left:15.95pt;margin-bottom:.0001pt;text-align:justify;line-heigh=
t:
103%'><span lang=3DES>Digital transformation in education has created the n=
eed to
train teachers and improve their digital competencies. However, training
processes are often ineffective due to the lack of personalization in the
proposals and the variety in teacher profiles. Given this, this article
addresses the development of a web tool designed to diagnose teachers&#8217=
;<span
style=3D'letter-spacing:-.55pt'> </span>digital competencies and provide
personalized recommendations for MOOCs to support the development of their
skills.<span style=3D'letter-spacing:-.7pt'> </span>To<span style=3D'letter=
-spacing:
-.55pt'> </span>achieve<span style=3D'letter-spacing:-.55pt'> </span>this,<=
span
style=3D'letter-spacing:-.55pt'> </span>a<span style=3D'letter-spacing:-.55=
pt'> </span>system<span
style=3D'letter-spacing:-.55pt'> </span>that<span style=3D'letter-spacing:-=
.55pt'> </span>uses<span
style=3D'letter-spacing:-.55pt'> </span>Natural<span style=3D'letter-spacin=
g:-.55pt'>
</span>Language<span style=3D'letter-spacing:-.55pt'> </span>Processing<span
style=3D'letter-spacing:-.55pt'> </span>(NLP)<span style=3D'letter-spacing:=
-.55pt'>
</span>techniques<span style=3D'letter-spacing:-.55pt'> </span>and<span
style=3D'letter-spacing:-.55pt'> </span>a <span style=3D'letter-spacing:-.1=
pt'>content-based</span><span
style=3D'letter-spacing:-.75pt'> </span><span style=3D'letter-spacing:-.1pt=
'>recommendation</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>model</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>is</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>proposed.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Course</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>data</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>is</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>obtained</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>through</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>web</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>scraping
</span>and processed with NLP techniques, using an advanced language model
(BERT) to generate vector representations of the courses and competencies. =
The
web system allows teachers to self-assess<span style=3D'letter-spacing:-.75=
pt'> </span>their<span
style=3D'letter-spacing:-.75pt'> </span>competencies,<span style=3D'letter-=
spacing:
-.75pt'> </span>visualize<span style=3D'letter-spacing:-.75pt'> </span>the<=
span
style=3D'letter-spacing:-.75pt'> </span>results,<span style=3D'letter-spaci=
ng:-.75pt'>
</span>and<span style=3D'letter-spacing:-.75pt'> </span>receive<span
style=3D'letter-spacing:-.75pt'> </span>personalized<span style=3D'letter-s=
pacing:
-.75pt'> </span>recommendations for MOOCs. The implementation of this system
has proven effective in identifying teachers&#8217; areas<span
style=3D'letter-spacing:-.65pt'> </span>for<span style=3D'letter-spacing:-.=
6pt'> </span>improvement<span
style=3D'letter-spacing:-.6pt'> </span>and<span style=3D'letter-spacing:-.6=
pt'> </span>suggesting<span
style=3D'letter-spacing:-.6pt'> </span>relevant<span style=3D'letter-spacin=
g:-.6pt'>
</span>courses<span style=3D'letter-spacing:-.6pt'> </span>for<span
style=3D'letter-spacing:-.6pt'> </span>their<span style=3D'letter-spacing:-=
.6pt'> </span>professional<span
style=3D'letter-spacing:-.6pt'> </span>development.<span style=3D'letter-sp=
acing:
-.75pt'> </span>The results suggest that the use of this system can be an
effective solution for training teachers in digital competencies.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.3pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText align=3Dcenter style=3D'margin-top:0cm;margin-right:=
.1pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><b
style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:norma=
l'><span
lang=3DES style=3D'letter-spacing:-.2pt'>Keywords:</span><span lang=3DES
style=3D'letter-spacing:-.55pt'> </span></i></b><span lang=3DES style=3D'le=
tter-spacing:
-.2pt'>pedagogical</span><span lang=3DES style=3D'letter-spacing:-.5pt'> </=
span><span
lang=3DES style=3D'letter-spacing:-.2pt'>tools,</span><span lang=3DES
style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.2pt'>artificial</span><span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>intelligence,</span><span lang=3DES style=3D'letter-spacing:-.5pt'> =
</span><span
lang=3DES style=3D'letter-spacing:-.2pt'>digital</span><span lang=3DES
style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.2pt'>competencies,</span><span
lang=3DES style=3D'letter-spacing:-.55pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.2pt'>educational</span><span lang=3DES style=3D'letter-spacing:-.5pt'> </=
span><span
lang=3DES style=3D'letter-spacing:-.2pt'>technology.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:13.2pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-right:.3pt'><span lang=3DES style=3D'letter-spacing:-.1=
pt'>Introducci&oacute;n</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.45pt;margin-=
bottom:
0cm;margin-left:15.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
36.0pt;line-height:103%'><span lang=3DES>La era digital ha provocado una
transformaci&oacute;n significativa en diversos aspectos de<span
style=3D'letter-spacing:2.0pt'> </span>la sociedad, con la educaci&oacute;n=
 como
uno de los sectores m&aacute;s afectados. Este cambio profundo ha impulsado=
 una
revisi&oacute;n de las metodolog&iacute;as de ense&ntilde;anza y aprendizaj=
e,
situando a las <span style=3D'letter-spacing:-.1pt'>Tecnolog&iacute;as</spa=
n><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Informaci&oacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>y</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Comunicaci&oacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>(TIC)</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>en</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>el</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>n&uacute;cleo</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>interacci&oacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>educativa
</span>(Figueredo, 2013). La incorporaci&oacute;n de las TIC en la
educaci&oacute;n no solo favorece un enfoque m&aacute;s interactivo y
din&aacute;mico en los procesos educativos, sino que tambi&eacute;n exige u=
na
evoluci&oacute;n en el papel del docente. En este contexto, los educadores =
se
enfrentan al reto de adaptarse a estos<span style=3D'letter-spacing:-.3pt'>=
 </span>nuevos<span
style=3D'letter-spacing:-.3pt'> </span>entornos<span style=3D'letter-spacin=
g:-.3pt'>
</span>digitales,<span style=3D'letter-spacing:-.3pt'> </span>lo<span
style=3D'letter-spacing:-.3pt'> </span>que<span style=3D'letter-spacing:-.3=
pt'> </span>requiere<span
style=3D'letter-spacing:-.3pt'> </span>el<span style=3D'letter-spacing:-.3p=
t'> </span>desarrollo<span
style=3D'letter-spacing:-.3pt'> </span>y<span style=3D'letter-spacing:-.3pt=
'> </span>perfeccionamiento<span
style=3D'letter-spacing:-.35pt'> </span>constante<span style=3D'letter-spac=
ing:
-.3pt'> </span>de sus competencias digitales y relacionadas con las TIC.</s=
pan></p>

<p class=3DMsoBodyText style=3D'margin-top:1.05pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.5pt;margin-bo=
ttom:
0cm;margin-left:15.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
36.0pt;line-height:103%'><span lang=3DES>No obstante, las instituciones
educativas enfrentan serios desaf&iacute;os en el proceso de capacitar<span
style=3D'letter-spacing:-.75pt'> </span>eficazmente<span style=3D'letter-sp=
acing:
-.7pt'> </span>a<span style=3D'letter-spacing:-.7pt'> </span>los<span
style=3D'letter-spacing:-.7pt'> </span>docentes<span style=3D'letter-spacin=
g:-.7pt'>
</span>en<span style=3D'letter-spacing:-.7pt'> </span>el<span style=3D'lett=
er-spacing:
-.7pt'> </span>uso<span style=3D'letter-spacing:-.7pt'> </span>de<span
style=3D'letter-spacing:-.7pt'> </span>las<span style=3D'letter-spacing:-.7=
5pt'> </span>TIC.<span
style=3D'letter-spacing:-.7pt'> </span>Estos<span style=3D'letter-spacing:-=
.7pt'> </span>retos<span
style=3D'letter-spacing:-.7pt'> </span>incluyen<span style=3D'letter-spacin=
g:-.7pt'>
</span>desde<span style=3D'letter-spacing:-.7pt'> </span>la<span
style=3D'letter-spacing:-.7pt'> </span>carencia de<span style=3D'letter-spa=
cing:
-.75pt'> </span>recursos<span style=3D'letter-spacing:-.75pt'> </span>tecno=
l&oacute;gicos<span
style=3D'letter-spacing:-.75pt'> </span>adecuados,<span style=3D'letter-spa=
cing:
-.75pt'> </span>como<span style=3D'letter-spacing:-.75pt'> </span>computado=
ras<span
style=3D'letter-spacing:-.75pt'> </span>y<span style=3D'letter-spacing:-.75=
pt'> </span>acceso<span
style=3D'letter-spacing:-.75pt'> </span>a<span style=3D'letter-spacing:-.75=
pt'> </span>Internet,<span
style=3D'letter-spacing:-.75pt'> </span>hasta<span style=3D'letter-spacing:=
-.75pt'>
</span>limitaciones <span style=3D'letter-spacing:-.1pt'>en</span><span
style=3D'letter-spacing:-.75pt'> </span><span style=3D'letter-spacing:-.1pt=
'>la</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>formaci&oacute;n</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>y</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>desarrollo</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>profesional</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>los</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>docentes</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>en</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>&aacute;mbito</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>tecnol&oacute;gico</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>(Ayabaca</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>et</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>al., </span>2019).<span
style=3D'letter-spacing:-.75pt'> </span>Adem&aacute;s,<span style=3D'letter=
-spacing:
-.75pt'> </span>uno<span style=3D'letter-spacing:-.75pt'> </span>de<span
style=3D'letter-spacing:-.75pt'> </span>los<span style=3D'letter-spacing:-.=
75pt'> </span>obst&aacute;culos<span
style=3D'letter-spacing:-.75pt'> </span>m&aacute;s<span style=3D'letter-spa=
cing:
-.7pt'> </span>complejos<span style=3D'letter-spacing:-.7pt'> </span>es<span
style=3D'letter-spacing:-.7pt'> </span>la<span style=3D'letter-spacing:-.7p=
t'> </span>falta<span
style=3D'letter-spacing:-.7pt'> </span>de<span style=3D'letter-spacing:-.7p=
t'> </span>una<span
style=3D'letter-spacing:-.7pt'> </span>referencia<span style=3D'letter-spac=
ing:
-.7pt'> </span>estandarizada que permita evaluar con precisi&oacute;n el ni=
vel
inicial de competencia TIC de los docentes. Esta ausencia de criterios
uniformes complica la identificaci&oacute;n de necesidades espec&iacute;fic=
as
de formaci&oacute;n, lo que dificulta la personalizaci&oacute;n de los
programas de capacitaci&oacute;n para mejorar las<span style=3D'letter-spac=
ing:
-.2pt'> </span>habilidades<span style=3D'letter-spacing:-.25pt'> </span>dig=
itales.<span
style=3D'letter-spacing:-.25pt'> </span>La<span style=3D'letter-spacing:-.2=
pt'> </span>disparidad<span
style=3D'letter-spacing:-.2pt'> </span>en<span style=3D'letter-spacing:-.2p=
t'> </span>los<span
style=3D'letter-spacing:-.2pt'> </span>niveles<span style=3D'letter-spacing=
:-.2pt'>
</span>de<span style=3D'letter-spacing:-.2pt'> </span>competencia<span
style=3D'letter-spacing:-.25pt'> </span>digital<span style=3D'letter-spacin=
g:-.25pt'>
</span>entre<span style=3D'letter-spacing:-.2pt'> </span>docentes<span
style=3D'letter-spacing:-.2pt'> </span>de <span style=3D'letter-spacing:-.1=
pt'>diferentes</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>regiones,</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>instituciones</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>e</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>incluso</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>dentro</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>misma</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>instituci&oacute;n</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>subraya</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>importancia
</span>de enfoques adaptativos en la capacitaci&oacute;n docente.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.15pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.45pt;margin-b=
ottom:
0cm;margin-left:15.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
36.0pt;line-height:103%'><span lang=3DES>Para superar estos desaf&iacute;os=
, se
han desarrollado diversos modelos adaptados a los distintos contextos
regionales, con el objetivo de establecer una base para evaluar y mejorar l=
as
competencias digitales de los docentes. Entre estos, destacan los &#8220;Es=
t&aacute;ndares
ISTE para educadores&#8221; publicados por la Sociedad Internacional de
Tecnolog&iacute;a Educativa de Estados Unidos (ISTE) en 2008, que proporcio=
nan
directrices para la integraci&oacute;n de las TIC en la pr&aacute;ctica<span
style=3D'letter-spacing:1.15pt'> </span>docente<span style=3D'letter-spacin=
g:1.15pt'>
</span>(Trust,<span style=3D'letter-spacing:1.15pt'> </span>2018).<span
style=3D'letter-spacing:1.15pt'> </span>En<span style=3D'letter-spacing:1.1=
5pt'> </span>Europa,<span
style=3D'letter-spacing:1.15pt'> </span>el<span style=3D'letter-spacing:1.1=
5pt'> </span>Instituto<span
style=3D'letter-spacing:1.15pt'> </span>Nacional<span style=3D'letter-spaci=
ng:1.15pt'>
</span>de<span style=3D'letter-spacing:.95pt'> </span>Tecnolog&iacute;as<sp=
an
style=3D'letter-spacing:1.15pt'> </span>Educativas y de Formaci&oacute;n del
Profesorado (INTEF) ha propuesto el &#8220;Marco Com&uacute;n de Competencia
Digital Docente&#8221;, alineado con el Marco Europeo de Competencia Digital
para Ciudadanos y</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:103%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection5>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.45pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span lang=3DES>Educadores, el cual sirve como una herramienta para
identificar las necesidades de formaci&oacute;n en el &aacute;mbito digital
(INTEF, 2023; Redecker, 2022). En Am&eacute;rica Latina, el Ministerio de
Educaci&oacute;n de Colombia (MEN, 2013) presenta un modelo enfocado en cin=
co
competencias TIC fundamentales.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.8pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES style=3D'letter-spacing:-.1pt'>Los=
</span><span
lang=3DES style=3D'letter-spacing:-.6pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>modelos</span><span lang=3DES style=3D'letter-spacing:-.6pt'> </span=
><span
lang=3DES style=3D'letter-spacing:-.1pt'>antes</span><span lang=3DES
style=3D'letter-spacing:-.6pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.1pt'>mencionados</span><span
lang=3DES style=3D'letter-spacing:-.6pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>brindan</span><span lang=3DES style=3D'letter-spacing:-.6pt'> </span=
><span
lang=3DES style=3D'letter-spacing:-.1pt'>un</span><span lang=3DES style=3D'=
letter-spacing:
-.6pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>marco</span><=
span
lang=3DES style=3D'letter-spacing:-.6pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>de</span><span lang=3DES style=3D'letter-spacing:-.6pt'> </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>referencia</span><span lang=3DES
style=3D'letter-spacing:-.6pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.1pt'>para</span><span
lang=3DES style=3D'letter-spacing:-.6pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>establecer</span><span lang=3DES style=3D'letter-spacing:-.6pt'> </s=
pan><span
lang=3DES style=3D'letter-spacing:-.1pt'>una</span><span lang=3DES style=3D=
'letter-spacing:
-.6pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>base </span><=
span
lang=3DES>que<span style=3D'letter-spacing:-.75pt'> </span>permita<span
style=3D'letter-spacing:-.75pt'> </span>evaluar<span style=3D'letter-spacin=
g:-.75pt'>
</span>las<span style=3D'letter-spacing:-.75pt'> </span>competencias<span
style=3D'letter-spacing:-.75pt'> </span>digitales<span style=3D'letter-spac=
ing:
-.75pt'> </span>de<span style=3D'letter-spacing:-.75pt'> </span>los<span
style=3D'letter-spacing:-.75pt'> </span>docentes.<span style=3D'letter-spac=
ing:
-.75pt'> </span>Sin<span style=3D'letter-spacing:-.75pt'> </span>embargo,<s=
pan
style=3D'letter-spacing:-.75pt'> </span>el<span style=3D'letter-spacing:-.7=
5pt'> </span>verdadero<span
style=3D'letter-spacing:-.75pt'> </span>valor de<span style=3D'letter-spaci=
ng:-.7pt'>
</span>estas<span style=3D'letter-spacing:-.7pt'> </span>evaluaciones<span
style=3D'letter-spacing:-.7pt'> </span>radica<span style=3D'letter-spacing:=
-.7pt'> </span>en<span
style=3D'letter-spacing:-.7pt'> </span>utilizar<span style=3D'letter-spacin=
g:-.7pt'>
</span>sus<span style=3D'letter-spacing:-.7pt'> </span>resultados<span
style=3D'letter-spacing:-.7pt'> </span>para<span style=3D'letter-spacing:-.=
7pt'> </span>apoyar<span
style=3D'letter-spacing:-.7pt'> </span>la<span style=3D'letter-spacing:-.7p=
t'> </span>formaci&oacute;n<span
style=3D'letter-spacing:-.7pt'> </span>docente.<span style=3D'letter-spacin=
g:-.7pt'>
</span>Si<span style=3D'letter-spacing:-.7pt'> </span>bien es<span
style=3D'letter-spacing:-.75pt'> </span>importante<span style=3D'letter-spa=
cing:
-.65pt'> </span>medir<span style=3D'letter-spacing:-.7pt'> </span>las<span
style=3D'letter-spacing:-.7pt'> </span>competencias<span style=3D'letter-sp=
acing:
-.75pt'> </span>TIC,<span style=3D'letter-spacing:-.7pt'> </span>es<span
style=3D'letter-spacing:-.7pt'> </span>a&uacute;n<span style=3D'letter-spac=
ing:
-.7pt'> </span>m&aacute;s<span style=3D'letter-spacing:-.7pt'> </span>cruci=
al<span
style=3D'letter-spacing:-.7pt'> </span>actuar<span style=3D'letter-spacing:=
-.7pt'> </span>sobre<span
style=3D'letter-spacing:-.7pt'> </span>esa<span style=3D'letter-spacing:-.7=
pt'> </span>informaci&oacute;n.<span
style=3D'letter-spacing:-.7pt'> </span>No obstante,<span style=3D'letter-sp=
acing:
-.35pt'> </span>organizar<span style=3D'letter-spacing:-.35pt'> </span>capa=
citaciones<span
style=3D'letter-spacing:-.35pt'> </span>que<span style=3D'letter-spacing:-.=
35pt'> </span>lleguen<span
style=3D'letter-spacing:-.35pt'> </span>a<span style=3D'letter-spacing:-.35=
pt'> </span>grandes<span
style=3D'letter-spacing:-.35pt'> </span>grupos<span style=3D'letter-spacing=
:-.35pt'>
</span>de<span style=3D'letter-spacing:-.35pt'> </span>docentes<span
style=3D'letter-spacing:-.35pt'> </span>y<span style=3D'letter-spacing:-.35=
pt'> </span>que<span
style=3D'letter-spacing:-.35pt'> </span>aborden<span style=3D'letter-spacin=
g:-.35pt'>
</span>las <span style=3D'letter-spacing:-.2pt'>competencias</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>y</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>el</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>nivel</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>requerido</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>para</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>cada</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>uno</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>seg&uacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>su</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>perfil</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>evaluado</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>es</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>costoso</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>y</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>complicado
</span>para las instituciones educativas. Esto evidencia la necesidad de una
herramienta tecnol&oacute;gica que<span style=3D'letter-spacing:-.7pt'> </s=
pan>permita<span
style=3D'letter-spacing:-.7pt'> </span>ayudar<span style=3D'letter-spacing:=
-.7pt'> </span>a<span
style=3D'letter-spacing:-.7pt'> </span>la<span style=3D'letter-spacing:-.7p=
t'> </span>formaci&oacute;n<span
style=3D'letter-spacing:-.7pt'> </span>docente<span style=3D'letter-spacing=
:-.7pt'>
</span>de<span style=3D'letter-spacing:-.7pt'> </span>manera<span
style=3D'letter-spacing:-.7pt'> </span>masiva,<span style=3D'letter-spacing=
:-.7pt'>
</span>autom&aacute;tica<span style=3D'letter-spacing:-.7pt'> </span>y<span
style=3D'letter-spacing:-.7pt'> </span>personalizada.<span style=3D'letter-=
spacing:
-.7pt'> </span>Para <span style=3D'letter-spacing:-.1pt'>asegurar</span><sp=
an
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>que</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>este</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>sea</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>un</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>proceso</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>automatizado</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>que</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>no</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>requiera</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>mayores</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>esfuerzos</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>organizativos,
</span><span style=3D'letter-spacing:-.2pt'>se pueden utilizar t&eacute;cni=
cas de
Procesamiento de Lenguaje Natural (PLN) para analizar contenidos </span>en =
la
web y determinar su pertinencia con respecto a los objetivos de
formaci&oacute;n planteados.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.15pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.7pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Este trabajo propone el desarrollo=
 de
una herramienta web dise&ntilde;ada para evaluar y <span style=3D'letter-sp=
acing:
-.2pt'>presentar</span><span style=3D'letter-spacing:-.35pt'> </span><span
style=3D'letter-spacing:-.2pt'>el</span><span style=3D'letter-spacing:-.35p=
t'> </span><span
style=3D'letter-spacing:-.2pt'>perfil</span><span style=3D'letter-spacing:-=
.35pt'> </span><span
style=3D'letter-spacing:-.2pt'>de</span><span style=3D'letter-spacing:-.35p=
t'> </span><span
style=3D'letter-spacing:-.2pt'>competencias</span><span style=3D'letter-spa=
cing:
-.35pt'> </span><span style=3D'letter-spacing:-.2pt'>digitales</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>de</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>los</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>docentes,</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>y</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>utilizar</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>esos</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>datos</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>para</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>recomendar
</span>autom&aacute;ticamente<span style=3D'letter-spacing:-.5pt'> </span>c=
ursos<span
style=3D'letter-spacing:-.45pt'> </span>MOOC<span style=3D'letter-spacing:-=
.45pt'> </span>que<span
style=3D'letter-spacing:-.45pt'> </span>ayuden<span style=3D'letter-spacing=
:-.45pt'>
</span>a<span style=3D'letter-spacing:-.45pt'> </span>mejorar<span
style=3D'letter-spacing:-.45pt'> </span>cada<span style=3D'letter-spacing:-=
.45pt'> </span>competencia<span
style=3D'letter-spacing:-.5pt'> </span>evaluada.<span style=3D'letter-spaci=
ng:-.45pt'>
</span>Para<span style=3D'letter-spacing:-.45pt'> </span>lograr <span
style=3D'letter-spacing:-.1pt'>esto,</span><span style=3D'letter-spacing:-.=
6pt'> </span><span
style=3D'letter-spacing:-.1pt'>se</span><span style=3D'letter-spacing:-.6pt=
'> </span><span
style=3D'letter-spacing:-.1pt'>define</span><span style=3D'letter-spacing:-=
.6pt'> </span><span
style=3D'letter-spacing:-.1pt'>un</span><span style=3D'letter-spacing:-.6pt=
'> </span><span
style=3D'letter-spacing:-.1pt'>marco</span><span style=3D'letter-spacing:-.=
6pt'> </span><span
style=3D'letter-spacing:-.1pt'>de</span><span style=3D'letter-spacing:-.6pt=
'> </span><span
style=3D'letter-spacing:-.1pt'>referencia</span><span style=3D'letter-spaci=
ng:-.6pt'>
</span><span style=3D'letter-spacing:-.1pt'>para</span><span style=3D'lette=
r-spacing:
-.6pt'> </span><span style=3D'letter-spacing:-.1pt'>la</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>evaluaci&oacute;n</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>competencias</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>digitales,</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>se</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>recolectan
</span>y preprocesan datos de cursos utilizando t&eacute;cnicas de PLN para
identificar su relevancia en relaci&oacute;n con cada competencia, y se gen=
eran
representaciones vectoriales tanto de los cursos como<span style=3D'letter-=
spacing:
-.75pt'> </span>de<span style=3D'letter-spacing:-.6pt'> </span>las<span
style=3D'letter-spacing:-.4pt'> </span>descripciones<span style=3D'letter-s=
pacing:
-.4pt'> </span>de<span style=3D'letter-spacing:-.4pt'> </span>las<span
style=3D'letter-spacing:-.4pt'> </span>competencias.<span style=3D'letter-s=
pacing:
-.75pt'> </span>A<span style=3D'letter-spacing:-.75pt'> </span>partir<span
style=3D'letter-spacing:-.4pt'> </span>de<span style=3D'letter-spacing:-.4p=
t'> </span>estas<span
style=3D'letter-spacing:-.4pt'> </span>representaciones,<span style=3D'lett=
er-spacing:
-.4pt'> </span>se<span style=3D'letter-spacing:-.4pt'> </span>calcula<span
style=3D'letter-spacing:-.4pt'> </span>la <span style=3D'letter-spacing:-.1=
pt'>similitud</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>entre</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>ellas,</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>se</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>implementa</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>un</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>modelo</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>clasificaci&oacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>personalizado</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>y</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>se</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>optimizan</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>sus </span><span
style=3D'letter-spacing:-.2pt'>hiperpar&aacute;metros.</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>Los</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>cursos</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>se</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>clasifican</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>seg&uacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>su</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>nivel</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>cognitivo</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>para</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>asegurar</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>recomendaciones
</span>personalizadas.<span style=3D'letter-spacing:-.25pt'> </span>Finalme=
nte,<span
style=3D'letter-spacing:-.25pt'> </span>se<span style=3D'letter-spacing:-.2=
5pt'> </span>implementa<span
style=3D'letter-spacing:-.25pt'> </span>un<span style=3D'letter-spacing:-.2=
5pt'> </span>sistema<span
style=3D'letter-spacing:-.25pt'> </span>web<span style=3D'letter-spacing:-.=
25pt'> </span>que<span
style=3D'letter-spacing:-.25pt'> </span>realiza<span style=3D'letter-spacin=
g:-.25pt'>
</span>b&uacute;squedas<span style=3D'letter-spacing:-.25pt'> </span>autom&=
aacute;ticas
y peri&oacute;dicas de cursos, actualizando continuamente las recomendacion=
es,
y permitiendo a los docentes evaluar sus competencias y acceder a sugerenci=
as
personalizadas.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.6pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>El<span style=3D'letter-spacing:-.=
4pt'> </span>art&iacute;culo<span
style=3D'letter-spacing:-.4pt'> </span>se<span style=3D'letter-spacing:-.4p=
t'> </span>encuentra<span
style=3D'letter-spacing:-.4pt'> </span>estructurado<span style=3D'letter-sp=
acing:
-.4pt'> </span>de<span style=3D'letter-spacing:-.4pt'> </span>la<span
style=3D'letter-spacing:-.4pt'> </span>siguiente<span style=3D'letter-spaci=
ng:-.4pt'>
</span>manera:<span style=3D'letter-spacing:-.4pt'> </span>en<span
style=3D'letter-spacing:-.4pt'> </span>la<span style=3D'letter-spacing:-.4p=
t'> </span>secci&oacute;n<span
style=3D'letter-spacing:-.4pt'> </span>2<span style=3D'letter-spacing:-.4pt=
'> </span>se<span
style=3D'letter-spacing:-.4pt'> </span>describe la<span style=3D'letter-spa=
cing:
-.75pt'> </span>metodolog&iacute;a<span style=3D'letter-spacing:-.75pt'> </=
span>utilizada<span
style=3D'letter-spacing:-.75pt'> </span>para<span style=3D'letter-spacing:-=
.75pt'> </span>el<span
style=3D'letter-spacing:-.75pt'> </span>desarrollo<span style=3D'letter-spa=
cing:
-.75pt'> </span>del<span style=3D'letter-spacing:-.75pt'> </span>sistema<sp=
an
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>recomendaci&oacute;n.<span
style=3D'letter-spacing:-.75pt'> </span>La<span style=3D'letter-spacing:-.7=
5pt'> </span>secci&oacute;n<span
style=3D'letter-spacing:-.75pt'> </span>3<span style=3D'letter-spacing:-.75=
pt'> </span>presenta
los resultados de la evaluaci&oacute;n del sistema y finalmente la
secci&oacute;n 4 presenta las principales conclusiones de este trabajo.</sp=
an></p>

<p class=3DMsoBodyText style=3D'margin-top:12.8pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1><span lang=3DES style=3D'letter-spacing:-.1pt'>Metodolog&iacute;a</span=
></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.7pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>En la Figura 1 se detalla la
metodolog&iacute;a empleada para desarrollar <a name=3D"_Hlk76478850"></a>el
sistema de recomendaci&oacute;n<span style=3D'letter-spacing:-.45pt'> </spa=
n>de<span
style=3D'letter-spacing:-.4pt'> </span>cursos<span style=3D'letter-spacing:=
-.4pt'> </span>utilizando<span
style=3D'letter-spacing:-.45pt'> </span>un<span style=3D'letter-spacing:-.4=
pt'> </span>enfoque<span
style=3D'letter-spacing:-.45pt'> </span>de<span style=3D'letter-spacing:-.4=
pt'> </span>filtrado<span
style=3D'letter-spacing:-.45pt'> </span>basado<span style=3D'letter-spacing=
:-.45pt'>
</span>en<span style=3D'letter-spacing:-.45pt'> </span>contenido.<span
style=3D'letter-spacing:-.45pt'> </span>El<span style=3D'letter-spacing:-.4=
5pt'> </span>enfoque<span
style=3D'letter-spacing:-.4pt'> </span>de <span style=3D'letter-spacing:-.1=
pt'>filtrado</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>basado</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>en</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>contenido</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>elige</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>los</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>elementos</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>a</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>recomendar</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>bas&aacute;ndose</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>en</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>correlaci&oacute;n</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>entre </span>el
contenido de esos elementos y las preferencias o necesidades previamente
identificadas del usuario<span style=3D'letter-spacing:-.1pt'> </span>(Agga=
rwal,<span
style=3D'letter-spacing:-.1pt'> </span>2016).<span style=3D'letter-spacing:=
-.1pt'> </span>En<span
style=3D'letter-spacing:-.1pt'> </span>este<span style=3D'letter-spacing:-.=
05pt'> </span>caso,<span
style=3D'letter-spacing:-.1pt'> </span>no<span style=3D'letter-spacing:-.1p=
t'> </span>se<span
style=3D'letter-spacing:-.05pt'> </span>requiere<span style=3D'letter-spaci=
ng:-.05pt'>
</span>informaci&oacute;n<span style=3D'letter-spacing:-.1pt'> </span>de<sp=
an
style=3D'letter-spacing:-.05pt'> </span>otros<span style=3D'letter-spacing:=
-.1pt'> </span>docentes<span
style=3D'letter-spacing:-.1pt'> </span>ni<span style=3D'letter-spacing:-.05=
pt'> </span>de<span
style=3D'letter-spacing:-.05pt'> </span>su <span style=3D'letter-spacing:-.=
1pt'>interacci&oacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>con</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>otros</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>cursos;</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>lo</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>&uacute;nico</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>necesario</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>es</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>correlaci&oacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>entre</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>el</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>contenido</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>los</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>cursos
y</span><span style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-=
spacing:
-.1pt'>las</span><span style=3D'letter-spacing:-.3pt'> </span><span
style=3D'letter-spacing:-.1pt'>descripciones</span><span style=3D'letter-sp=
acing:
-.3pt'> </span><span style=3D'letter-spacing:-.1pt'>de</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>las</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>competencias</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>a</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>evaluar,</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>que</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>representan</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>las</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>necesidades</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>identificadas.
</span>Esta metodolog&iacute;a se divide en tres etapas o secciones princip=
ales
que son:</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoListParagraph align=3Dleft style=3D'text-align:left;mso-list:=
l1 level1 lfo2;
tab-stops:69.95pt'><![if !supportLists]><span lang=3DES style=3D'font-size:=
12.0pt'><span
style=3D'mso-list:Ignore'>&#8226;<span style=3D'font:7.0pt "Times New Roman=
"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>Etapa<span style=3D'letter-spacing:-.05pt'> </sp=
an>1:
Preparaci&oacute;n<span style=3D'letter-spacing:-.05pt'> </span>de los<span
style=3D'letter-spacing:-.05pt'> </span><span style=3D'letter-spacing:-.1pt=
'>datos.</span><o:p></o:p></span></p>

<p class=3DMsoListParagraph align=3Dleft style=3D'margin-top:.6pt;text-alig=
n:left;
mso-list:l1 level1 lfo2;tab-stops:69.95pt'><![if !supportLists]><span lang=
=3DES
style=3D'font-size:12.0pt'><span style=3D'mso-list:Ignore'>&#8226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>Etapa 2: Implementaci&oacute;n del Modelo de <sp=
an
style=3D'letter-spacing:-.1pt'>Recomendaci&oacute;n.</span><o:p></o:p></spa=
n></p>

<p class=3DMsoListParagraph align=3Dleft style=3D'margin-top:.6pt;text-alig=
n:left;
mso-list:l1 level1 lfo2;tab-stops:69.95pt'><![if !supportLists]><span lang=
=3DES
style=3D'font-size:12.0pt'><span style=3D'mso-list:Ignore'>&#8226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>Etapa 3: Implementaci&oacute;n del <span
style=3D'letter-spacing:-.1pt'>Sistema.</span><o:p></o:p></span></p>

</div>

<span lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;font-fa=
mily:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
ES;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'><br clear=3Dall
style=3D'page-break-before:always;mso-break-type:section-break'>
</span>

<div class=3DWordSection6>

<p class=3DMsoBodyText style=3D'margin-top:4.45pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-right:.3pt'><span lang=3DES>Figura <span style=3D'lette=
r-spacing:
-.5pt'>1</span></span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Metodolog&iacute;a<span style=3D'letter-spacing:=
-.2pt'>
</span>aplicada<span style=3D'letter-spacing:-.1pt'> </span>para<span
style=3D'letter-spacing:-.1pt'> </span>el<span style=3D'letter-spacing:-.1p=
t'> </span>desarrollo<span
style=3D'letter-spacing:-.1pt'> </span>del<span style=3D'letter-spacing:-.1=
pt'> </span>sistema<span
style=3D'letter-spacing:-.1pt'> </span>de<span style=3D'letter-spacing:-.05=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>recomendaci&oacute;n</span><o:p></o:p></span=
></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.25pt'><!--[if gte vml 1]><o:wra=
pblock><v:shape
  id=3D"Image_x0020_21" o:spid=3D"_x0000_s1036" type=3D"#_x0000_t75" style=
=3D'position:absolute;
  margin-left:102.05pt;margin-top:6.05pt;width:394pt;height:176.9pt;z-index=
:-15727104;
  visibility:visible;mso-wrap-style:square;mso-wrap-distance-left:0;
  mso-wrap-distance-top:0;mso-wrap-distance-right:0;mso-wrap-distance-botto=
m:0;
  mso-position-horizontal:absolute;mso-position-horizontal-relative:page;
  mso-position-vertical:absolute;mso-position-vertical-relative:text'>
  <v:imagedata src=3D"1201-RTE-36-e1_archivos/image009.jpg" o:title=3D""/>
  <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
  <w:wrap type=3D"topAndBottom" anchorx=3D"page"/>
 </v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>
 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D136 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D525 height=3D236 src=3D"1201-RTE-36-e1_archivos/image01=
0.jpg"
   v:shapes=3D"Image_x0020_21"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
4.0pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:3.55pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<h1 style=3D'margin-top:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:=
16.0pt;
margin-bottom:.0001pt;text-align:justify'><span lang=3DES>Fase<span
style=3D'letter-spacing:-.2pt'> </span>1:<span style=3D'letter-spacing:-.15=
pt'> </span>Preparaci&oacute;n<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.15=
pt'> </span>los<span
style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.1pt=
'>datos</span></span></h1>

<h2 style=3D'margin-top:.65pt'><span lang=3DES>Definici&oacute;n<span
style=3D'letter-spacing:-.45pt'> </span>del<span style=3D'letter-spacing:-.=
35pt'> </span>Marco<span
style=3D'letter-spacing:-.4pt'> </span>de<span style=3D'letter-spacing:-.4p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>Referencia</span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.6pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>El<span style=3D'letter-spacing:-.=
65pt'> </span>primer<span
style=3D'letter-spacing:-.65pt'> </span>paso<span style=3D'letter-spacing:-=
.65pt'> </span>en<span
style=3D'letter-spacing:-.65pt'> </span>esta<span style=3D'letter-spacing:-=
.65pt'> </span>primera<span
style=3D'letter-spacing:-.65pt'> </span>etapa<span style=3D'letter-spacing:=
-.65pt'>
</span>es<span style=3D'letter-spacing:-.65pt'> </span>definir<span
style=3D'letter-spacing:-.65pt'> </span>el<span style=3D'letter-spacing:-.6=
5pt'> </span>marco<span
style=3D'letter-spacing:-.65pt'> </span>de<span style=3D'letter-spacing:-.6=
5pt'> </span>referencia<span
style=3D'letter-spacing:-.65pt'> </span>para<span style=3D'letter-spacing:-=
.65pt'> </span>la<span
style=3D'letter-spacing:-.65pt'> </span>evaluaci&oacute;n de las competenci=
as
digitales. Despu&eacute;s de revisar varios marcos (ver secci&oacute;n 1), =
se
opt&oacute; por <span style=3D'letter-spacing:-.1pt'>utilizar</span><span
style=3D'letter-spacing:-.75pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Pent&aacute;gono</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Competencias</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>TIC</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>para</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Desarrollo</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Profesional</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Docente</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>del</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Ministerio
</span>de Educaci&oacute;n Nacional (MEN) de Colombia (MEN, 2013). El
Pent&aacute;gono de Competencias<span style=3D'letter-spacing:4.0pt'> </spa=
n>ha
sido espec&iacute;ficamente desarrollado teniendo en cuenta el contexto
latinoamericano, lo que lo hace m&aacute;s relevante y aplicable a las
realidades y necesidades espec&iacute;ficas de nuestra regi&oacute;n. Este
modelo se centra en cinco competencias<span style=3D'letter-spacing:-.25pt'=
> </span>TIC
principales que cubren una amplia gama de habilidades necesarias para la
pr&aacute;ctica docente efectiva en el &aacute;mbito digital, asegurando una
formaci&oacute;n completa y equilibrada para los docentes.<span
style=3D'letter-spacing:-.65pt'> </span>Adem&aacute;s, el modelo ha sido
reconocido y validado por instituciones educativas de la regi&oacute;n,
garantizando su fiabilidad y efectividad en la<span style=3D'letter-spacing=
:-.2pt'>
</span>mejora<span style=3D'letter-spacing:-.2pt'> </span>de<span
style=3D'letter-spacing:-.2pt'> </span>las<span style=3D'letter-spacing:-.2=
pt'> </span>competencias<span
style=3D'letter-spacing:-.2pt'> </span>digitales<span style=3D'letter-spaci=
ng:-.2pt'>
</span>de<span style=3D'letter-spacing:-.2pt'> </span>los<span style=3D'let=
ter-spacing:
-.2pt'> </span>docentes.<span style=3D'letter-spacing:-.2pt'> </span>La<span
style=3D'letter-spacing:-.2pt'> </span>implementaci&oacute;n<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.2p=
t'> </span>este<span
style=3D'letter-spacing:-.2pt'> </span>modelo<span style=3D'letter-spacing:=
-.2pt'> </span>ha
<span style=3D'letter-spacing:-.2pt'>mostrado resultados positivos en la
identificaci&oacute;n de &aacute;reas de mejora y en la capacitaci&oacute;n
efectiva </span>de los docentes en competencias digitales, lo que respalda =
su
elecci&oacute;n sobre otros marcos que <span style=3D'letter-spacing:-.1pt'=
>pueden</span><span
style=3D'letter-spacing:-.75pt'> </span><span style=3D'letter-spacing:-.1pt=
'>no</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>estar</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>tan</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>ajustados</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>a</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>las</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>necesidades</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>locales.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Este</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>marco</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>sugiere</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>un</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>camino</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>y</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>gu&iacute;a</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>para </span>que<span
style=3D'letter-spacing:-.7pt'> </span>los<span style=3D'letter-spacing:-.6=
5pt'> </span>docentes<span
style=3D'letter-spacing:-.65pt'> </span>utilicen<span style=3D'letter-spaci=
ng:-.65pt'>
</span>las<span style=3D'letter-spacing:-.75pt'> </span>TIC<span
style=3D'letter-spacing:-.65pt'> </span>de<span style=3D'letter-spacing:-.6=
5pt'> </span>forma<span
style=3D'letter-spacing:-.65pt'> </span>estructurada,<span style=3D'letter-=
spacing:
-.65pt'> </span>a<span style=3D'letter-spacing:-.65pt'> </span>trav&eacute;=
s<span
style=3D'letter-spacing:-.65pt'> </span>de<span style=3D'letter-spacing:-.6=
5pt'> </span>la<span
style=3D'letter-spacing:-.65pt'> </span>evaluaci&oacute;n<span style=3D'let=
ter-spacing:
-.65pt'> </span>y<span style=3D'letter-spacing:-.65pt'> </span>el<span
style=3D'letter-spacing:-.65pt'> </span>desarrollo de cinco competencias qu=
e se
describen en la Tabla 1.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.35pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1><span lang=3DES style=3D'letter-spacing:-.1pt'>Tabla</span><span lang=
=3DES
style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.5pt'>1</span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Definici&oacute;n<span style=3D'letter-spacing:-=
.25pt'>
</span>de<span style=3D'letter-spacing:-.25pt'> </span>las<span style=3D'le=
tter-spacing:
-.3pt'> </span>competencias<span style=3D'letter-spacing:-.3pt'> </span>dig=
itales<span
style=3D'letter-spacing:-.3pt'> </span>seg&uacute;n<span style=3D'letter-sp=
acing:
-.2pt'> </span>el<span style=3D'letter-spacing:-.25pt'> </span>marco<span
style=3D'letter-spacing:-.25pt'> </span>del<span style=3D'letter-spacing:-.=
25pt'> </span>MEN<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
5pt'> </span><span
style=3D'letter-spacing:-.1pt'>Colombia</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><i style=3D'mso-bidi-font-=
style:
normal'><span lang=3DES style=3D'font-size:4.5pt;mso-bidi-font-size:12.0pt'=
><o:p>&nbsp;</o:p></span></i></p>

<table class=3DTableNormal border=3D1 cellspacing=3D0 cellpadding=3D0 style=
=3D'margin-left:
 38.25pt;border-collapse:collapse;mso-table-layout-alt:fixed;border:none;
 mso-border-alt:solid black 1.0pt;mso-yfti-tbllook:480;mso-padding-alt:0cm =
0cm 0cm 0cm;
 mso-border-insideh:1.0pt solid black;mso-border-insidev:1.0pt solid black'>
 <tr style=3D'mso-yfti-irow:0;mso-yfti-firstrow:yes;height:16.4pt'>
  <td width=3D115 valign=3Dtop style=3D'width:86.25pt;border:solid black 1.=
0pt;
  padding:0cm 0cm 0cm 0cm;height:16.4pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.85pt'><b style=3D'mso-bid=
i-font-weight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>COMPETENCIA</span></b><b style=3D'mso-bidi-font-wei=
ght:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t'><o:p></o:p></span></b></p>
  </td>
  <td width=3D429 valign=3Dtop style=3D'width:321.55pt;border:solid black 1=
.0pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:16.4pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.85pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:.9pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-wei=
ght:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>DESCRIPCI&Oacute;N</span></b><b style=3D'mso-bidi-f=
ont-weight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t'><o:p></o:p></span></b></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:1;height:27.35pt'>
  <td width=3D115 valign=3Dtop style=3D'width:86.25pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.45pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
Tecnol&oacute;gica</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D429 valign=3Dtop style=3D'width:321.55pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-left:3.95pt;text-a=
lign:left'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spaci=
ng:-.1pt'>Comprensi&oacute;n</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spaci=
ng:.1pt'>
  </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;
  letter-spacing:-.1pt'>de</span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;letter-spacing:.05pt'> </span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
las</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spaci=
ng:.1pt'>
  </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;
  letter-spacing:-.1pt'>herramientas</span><span lang=3DES style=3D'font-si=
ze:9.0pt;
  mso-bidi-font-size:11.0pt;letter-spacing:.1pt'> </span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
tecnol&oacute;gicas,</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spaci=
ng:.1pt'>
  </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;
  letter-spacing:-.1pt'>desarrollo</span><span lang=3DES style=3D'font-size=
:9.0pt;
  mso-bidi-font-size:11.0pt;letter-spacing:.1pt'> </span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
de</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spaci=
ng:.05pt'>
  </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;
  letter-spacing:-.1pt'>contenidos</span><span lang=3DES style=3D'font-size=
:9.0pt;
  mso-bidi-font-size:11.0pt;letter-spacing:.1pt'> </span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
y</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spaci=
ng:.15pt'>
  </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;
  letter-spacing:-.1pt'>consideraci&oacute;n</span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:.45pt;margin-r=
ight:0cm;
  margin-bottom:0cm;margin-left:3.95pt;margin-bottom:.0001pt;text-align:lef=
t'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'>&eacute;tic=
a<span
  style=3D'letter-spacing:-.05pt'> </span>en la<span style=3D'letter-spacin=
g:-.05pt'>
  </span>utilizaci&oacute;n de las<span style=3D'letter-spacing:-.2pt'> TIC=
.</span><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:2;height:27.35pt'>
  <td width=3D115 valign=3Dtop style=3D'width:86.25pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.45pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
Comunicativa</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D429 valign=3Dtop style=3D'width:321.55pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-left:3.95pt;text-a=
lign:left'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'>Capacidades=
<span
  style=3D'letter-spacing:1.7pt'> </span>de<span style=3D'letter-spacing:1.=
7pt'> </span>los<span
  style=3D'letter-spacing:1.75pt'> </span>docentes<span style=3D'letter-spa=
cing:
  1.7pt'> </span>para<span style=3D'letter-spacing:1.75pt'> </span>transmit=
ir<span
  style=3D'letter-spacing:1.7pt'> </span>y<span style=3D'letter-spacing:1.7=
pt'> </span>compartir<span
  style=3D'letter-spacing:1.75pt'> </span>informaci&oacute;n<span
  style=3D'letter-spacing:1.7pt'> </span>en<span style=3D'letter-spacing:1.=
75pt'> </span><span
  style=3D'letter-spacing:-.1pt'>entornos</span><o:p></o:p></span></p>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:.45pt;margin-r=
ight:0cm;
  margin-bottom:0cm;margin-left:3.95pt;margin-bottom:.0001pt;text-align:lef=
t'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'>mediados<sp=
an
  style=3D'letter-spacing:-.25pt'> </span>por<span style=3D'letter-spacing:=
-.15pt'>
  </span>las<span style=3D'letter-spacing:-.3pt'> </span><span style=3D'let=
ter-spacing:
  -.2pt'>TIC.</span><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:3;height:27.35pt'>
  <td width=3D115 valign=3Dtop style=3D'width:86.25pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.45pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
Pedag&oacute;gica</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D429 valign=3Dtop style=3D'width:321.55pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-left:3.95pt;text-a=
lign:left'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'>Aprecia<span
  style=3D'letter-spacing:-.25pt'> </span>el<span style=3D'letter-spacing:-=
.2pt'> </span>aprendizaje,<span
  style=3D'letter-spacing:-.25pt'> </span>la<span style=3D'letter-spacing:-=
.2pt'> </span>resoluci&oacute;n<span
  style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-=
.2pt'> </span>problemas<span
  style=3D'letter-spacing:-.2pt'> </span>educativos<span style=3D'letter-sp=
acing:
  -.25pt'> </span>y<span style=3D'letter-spacing:-.2pt'> </span>el<span
  style=3D'letter-spacing:-.25pt'> </span>dise&ntilde;o<span style=3D'lette=
r-spacing:
  -.2pt'> </span>de<span style=3D'letter-spacing:-.2pt'> </span><span
  style=3D'letter-spacing:-.1pt'>estrategias</span><o:p></o:p></span></p>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:.45pt;margin-r=
ight:0cm;
  margin-bottom:0cm;margin-left:3.95pt;margin-bottom:.0001pt;text-align:lef=
t'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'>did&aacute;=
cticas<span
  style=3D'letter-spacing:-.3pt'> </span>apoyadas<span style=3D'letter-spac=
ing:
  -.3pt'> </span>por<span style=3D'letter-spacing:-.2pt'> </span>las<span
  style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2p=
t'>TIC.</span><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:4;height:27.35pt'>
  <td width=3D115 valign=3Dtop style=3D'width:86.25pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:.5pt;mar=
gin-bottom:
  0cm;margin-left:1.45pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt'>De <span style=3D'letter-spacing:-.1pt'>=
gesti&oacute;n</span><o:p></o:p></span></p>
  </td>
  <td width=3D429 valign=3Dtop style=3D'width:321.55pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:3.0pt;margin-r=
ight:2.7pt;
  margin-bottom:0cm;margin-left:3.95pt;margin-bottom:.0001pt;text-align:lef=
t;
  line-height:103%'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-=
size:
  11.0pt;line-height:103%;letter-spacing:-.1pt'>Aplicaci&oacute;n</span><sp=
an
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>de</span=
><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>las</spa=
n><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>TIC</spa=
n><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>en</span=
><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>los</spa=
n><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>procesos=
</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>educativ=
os,</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>las</spa=
n><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>pol&iacu=
te;ticas</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>y</span>=
<span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>el</span=
><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>crecimie=
nto</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>profesio=
nal </span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%'>mediante
  el uso de TIC.<o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:5;mso-yfti-lastrow:yes;height:38.15pt'>
  <td width=3D115 valign=3Dtop style=3D'width:86.25pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:38.15pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:3.4pt;margin-r=
ight:0cm;
  margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:left'>=
<i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:9=
.0pt;
  mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p></span></i></p>
  <p class=3DTableParagraph style=3D'margin-top:.05pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.45pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
Investigativa</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D429 valign=3Dtop style=3D'width:321.55pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:38.15pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:2.8pt;
  margin-bottom:0cm;margin-left:3.95pt;margin-bottom:.0001pt;text-align:jus=
tify;
  line-height:103%'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-=
size:
  11.0pt;line-height:103%;letter-spacing:-.1pt'>Comprueba</span><span lang=
=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:103%;lette=
r-spacing:
  -.15pt'> </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-si=
ze:11.0pt;
  line-height:103%;letter-spacing:-.1pt'>que</span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:103%;lette=
r-spacing:
  -.15pt'> </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-si=
ze:11.0pt;
  line-height:103%;letter-spacing:-.1pt'>las</span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:103%;lette=
r-spacing:
  -.15pt'> </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-si=
ze:11.0pt;
  line-height:103%;letter-spacing:-.1pt'>actividades</span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:103%;lette=
r-spacing:
  -.15pt'> </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-si=
ze:11.0pt;
  line-height:103%;letter-spacing:-.1pt'>de</span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:103%;lette=
r-spacing:
  -.15pt'> </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-si=
ze:11.0pt;
  line-height:103%;letter-spacing:-.1pt'>investigaci&oacute;n</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.15pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>fomenten=
</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.15pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>la</span=
><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.15pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>reflexi&=
oacute;n</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.15pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>sobre</s=
pan><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.15pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>el</span=
><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.15pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>uso</spa=
n><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.15pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>de</span=
><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.15pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>las </sp=
an><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%'>TIC,
  las fuentes de informaci&oacute;n, el acceso a informaci&oacute;n a
  trav&eacute;s de TIC y la creaci&oacute;n de nuevos conocimientos.<o:p></=
o:p></span></p>
  </td>
 </tr>
</table>

</div>

<span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-hei=
ght:
103%;font-family:"Times New Roman",serif;mso-fareast-font-family:"Times New=
 Roman";
mso-ansi-language:ES;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'><br
clear=3Dall style=3D'page-break-before:always;mso-break-type:section-break'>
</span>

<div class=3DWordSection7>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.6pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Estas competencias se desarrollan y
manifiestan en diferentes niveles o etapas de complejidad.<span
style=3D'letter-spacing:-.75pt'> </span>En<span style=3D'letter-spacing:-.7=
5pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span>primera<span style=3D'letter-spacin=
g:-.75pt'>
</span>etapa,<span style=3D'letter-spacing:-.75pt'> </span>conocida<span
style=3D'letter-spacing:-.75pt'> </span>como<span style=3D'letter-spacing:-=
.75pt'> </span>momento<span
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>exploraci&oacute;n,<span
style=3D'letter-spacing:-.75pt'> </span>se<span style=3D'letter-spacing:-.7=
5pt'> </span>facilita<span
style=3D'letter-spacing:-.75pt'> </span>el<span style=3D'letter-spacing:-.7=
5pt'> </span>acceso
<span style=3D'letter-spacing:-.1pt'>a</span><span style=3D'letter-spacing:=
-.4pt'> </span><span
style=3D'letter-spacing:-.1pt'>un</span><span style=3D'letter-spacing:-.4pt=
'> </span><span
style=3D'letter-spacing:-.1pt'>conjunto</span><span style=3D'letter-spacing=
:-.4pt'>
</span><span style=3D'letter-spacing:-.1pt'>de</span><span style=3D'letter-=
spacing:
-.4pt'> </span><span style=3D'letter-spacing:-.1pt'>conocimientos</span><sp=
an
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>b&aacute;sicos</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>que</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>sirven</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>como</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>fundamento</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>para</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>avanzar</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>hacia</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>niveles
</span>m&aacute;s<span style=3D'letter-spacing:-.75pt'> </span>profundos<sp=
an
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>comprensi&oacute;n.<span
style=3D'letter-spacing:-.75pt'> </span>Posteriormente,<span style=3D'lette=
r-spacing:
-.75pt'> </span>en<span style=3D'letter-spacing:-.75pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span>segunda<span style=3D'letter-spacin=
g:-.75pt'>
</span>etapa<span style=3D'letter-spacing:-.75pt'> </span>o<span
style=3D'letter-spacing:-.75pt'> </span>momento<span style=3D'letter-spacin=
g:-.75pt'>
</span>de<span style=3D'letter-spacing:-.75pt'> </span>integraci&oacute;n, =
se<span
style=3D'letter-spacing:-.75pt'> </span>promueve<span style=3D'letter-spaci=
ng:-.75pt'>
</span>la<span style=3D'letter-spacing:-.75pt'> </span>aplicaci&oacute;n<sp=
an
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>los<span
style=3D'letter-spacing:-.75pt'> </span>conocimientos<span style=3D'letter-=
spacing:
-.75pt'> </span>adquiridos<span style=3D'letter-spacing:-.75pt'> </span>par=
a<span
style=3D'letter-spacing:-.75pt'> </span>resolver<span style=3D'letter-spaci=
ng:-.75pt'>
</span>problemas<span style=3D'letter-spacing:-.75pt'> </span>en<span
style=3D'letter-spacing:-.75pt'> </span>diversos contextos.<span
style=3D'letter-spacing:-.2pt'> </span>Finalmente,<span style=3D'letter-spa=
cing:
-.2pt'> </span>en<span style=3D'letter-spacing:-.2pt'> </span>la<span
style=3D'letter-spacing:-.2pt'> </span>tercera<span style=3D'letter-spacing=
:-.2pt'>
</span>etapa<span style=3D'letter-spacing:-.2pt'> </span>o<span style=3D'le=
tter-spacing:
-.2pt'> </span>momento<span style=3D'letter-spacing:-.2pt'> </span>de<span
style=3D'letter-spacing:-.2pt'> </span>innovaci&oacute;n,<span style=3D'let=
ter-spacing:
-.2pt'> </span>se<span style=3D'letter-spacing:-.2pt'> </span>destaca<span
style=3D'letter-spacing:-.2pt'> </span>la<span style=3D'letter-spacing:-.2p=
t'> </span>creatividad,
permitiendo ir m&aacute;s all&aacute; de lo aprendido y concebir nuevas for=
mas
de acci&oacute;n o explicaci&oacute;n. En la Figura 2 se muestra un ejemplo=
 del
resultado de evaluar las competencias digitales seg&uacute;n este modelo.</=
span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.05pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1><span lang=3DES>Figura <span style=3D'letter-spacing:-.5pt'>2</span></s=
pan></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Resultado<span style=3D'letter-spacing:-.05pt'> =
</span>de<span
style=3D'letter-spacing:-.05pt'> </span>la<span style=3D'letter-spacing:-.0=
5pt'> </span>evaluaci&oacute;n<span
style=3D'letter-spacing:-.05pt'> </span>de<span style=3D'letter-spacing:-.0=
5pt'> </span>competencias<span
style=3D'letter-spacing:-.1pt'> </span>seg&uacute;n<span style=3D'letter-sp=
acing:
-.05pt'> </span>el<span style=3D'letter-spacing:-.05pt'> </span>modelo<span
style=3D'letter-spacing:-.05pt'> </span>del<span style=3D'letter-spacing:-.=
05pt'> </span>MEN<span
style=3D'letter-spacing:-.05pt'> </span>de <span style=3D'letter-spacing:-.=
1pt'>Colombia</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText><!--[if gte vml 1]><o:wrapblock><v:shape id=3D"Image=
_x0020_22"
  o:spid=3D"_x0000_s1035" type=3D"#_x0000_t75" style=3D'position:absolute;
  margin-left:155.9pt;margin-top:4.1pt;width:282.5pt;height:223.9pt;z-index=
:-15726592;
  visibility:visible;mso-wrap-style:square;mso-wrap-distance-left:0;
  mso-wrap-distance-top:0;mso-wrap-distance-right:0;mso-wrap-distance-botto=
m:0;
  mso-position-horizontal:absolute;mso-position-horizontal-relative:page;
  mso-position-vertical:absolute;mso-position-vertical-relative:text'>
  <v:imagedata src=3D"1201-RTE-36-e1_archivos/image011.png" o:title=3D""/>
  <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
  <w:wrap type=3D"topAndBottom" anchorx=3D"page"/>
 </v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>
 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D208 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D377 height=3D299 src=3D"1201-RTE-36-e1_archivos/image01=
2.gif"
   v:shapes=3D"Image_x0020_22"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
2.5pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:4.55pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<h2><span lang=3DES>Obtenci&oacute;n<span style=3D'letter-spacing:-.2pt'> <=
/span>de<span
style=3D'letter-spacing:-.15pt'> </span>los<span style=3D'letter-spacing:-.=
2pt'> </span>datos<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.1p=
t'>
cursos</span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.4pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Una de las principales motivacione=
s para
este trabajo es la necesidad de apoyar la <span style=3D'letter-spacing:-.1=
pt'>formaci&oacute;n</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>docente</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>con</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>contenidos</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>actualizados,</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>al</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>mismo</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>tiempo</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>que</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>se</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>minimizan</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>los</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>esfuerzos
de</span><span style=3D'letter-spacing:-.55pt'> </span><span style=3D'lette=
r-spacing:
-.1pt'>la</span><span style=3D'letter-spacing:-.55pt'> </span><span
style=3D'letter-spacing:-.1pt'>universidad</span><span style=3D'letter-spac=
ing:
-.55pt'> </span><span style=3D'letter-spacing:-.1pt'>en</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>t&eacute;rminos</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>tiempo</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>y</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>presupuesto.</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Una</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>manera</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>automatizar</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>proceso</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de
recolecci&oacute;n</span><span style=3D'letter-spacing:-.45pt'> </span><span
style=3D'letter-spacing:-.1pt'>de</span><span style=3D'letter-spacing:-.45p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>datos</span><span style=3D'letter-spacing:-.=
45pt'> </span><span
style=3D'letter-spacing:-.1pt'>de</span><span style=3D'letter-spacing:-.45p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>cursos</span><span style=3D'letter-spacing:-=
.45pt'> </span><span
style=3D'letter-spacing:-.1pt'>es</span><span style=3D'letter-spacing:-.45p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>emplear</span><span style=3D'letter-spacing:=
-.45pt'>
</span><span style=3D'letter-spacing:-.1pt'>una</span><span style=3D'letter=
-spacing:
-.45pt'> </span><span style=3D'letter-spacing:-.1pt'>t&eacute;cnica</span><=
span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>utilizada</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>para</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>extraer</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>datos</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>plataformas
</span>web accesibles a trav&eacute;s de Internet denominada web scraping. =
Esto
implica el uso de scripts que recorren p&aacute;ginas web y recopilan
informaci&oacute;n espec&iacute;fica de manera automatizada (Patel, 2020). =
Por
tal motivo, la recolecci&oacute;n de datos se llev&oacute; a cabo utilizando
herramientas como Python y bibliotecas como BeautifulSoup y Requests,
respetando los t&eacute;rminos de servicio de los<span style=3D'letter-spac=
ing:
1.15pt'> </span>sitios<span style=3D'letter-spacing:1.15pt'> </span>web<span
style=3D'letter-spacing:1.15pt'> </span>objetivo.<span style=3D'letter-spac=
ing:
1.15pt'> </span>Las<span style=3D'letter-spacing:1.15pt'> </span>plataforma=
s<span
style=3D'letter-spacing:1.15pt'> </span>de<span style=3D'letter-spacing:1.1=
5pt'> </span>cursos<span
style=3D'letter-spacing:1.15pt'> </span>MOOC<span style=3D'letter-spacing:1=
.15pt'> </span>incluyeron<span
style=3D'letter-spacing:1.15pt'> </span>sitios<span style=3D'letter-spacing=
:1.15pt'>
</span>como<span style=3D'letter-spacing:1.15pt'> </span>Coursera y Udemy. =
El
proceso consisti&oacute; en extraer informaci&oacute;n relevante de cada cu=
rso,
incluyendo t&iacute;tulos,<span style=3D'letter-spacing:-.25pt'> </span>des=
cripciones<span
style=3D'letter-spacing:-.25pt'> </span>y<span style=3D'letter-spacing:-.25=
pt'> </span>enlaces,<span
style=3D'letter-spacing:-.25pt'> </span>asegurando<span style=3D'letter-spa=
cing:
-.25pt'> </span>la<span style=3D'letter-spacing:-.25pt'> </span>limpieza<sp=
an
style=3D'letter-spacing:-.25pt'> </span>y<span style=3D'letter-spacing:-.25=
pt'> </span>estructuraci&oacute;n<span
style=3D'letter-spacing:-.25pt'> </span>adecuada<span style=3D'letter-spaci=
ng:-.25pt'>
</span>de<span style=3D'letter-spacing:-.25pt'> </span>los<span style=3D'le=
tter-spacing:
-.25pt'> </span>datos recolectados<span style=3D'letter-spacing:-.25pt'> </=
span>para<span
style=3D'letter-spacing:-.2pt'> </span>su<span style=3D'letter-spacing:-.2p=
t'> </span>posterior<span
style=3D'letter-spacing:-.2pt'> </span>procesamiento.<span style=3D'letter-=
spacing:
-.75pt'> </span>Al<span style=3D'letter-spacing:-.2pt'> </span>tratarse<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.2p=
t'> </span>un<span
style=3D'letter-spacing:-.2pt'> </span>proceso<span style=3D'letter-spacing=
:-.2pt'>
</span>calculado<span style=3D'letter-spacing:-.2pt'> </span>se<span
style=3D'letter-spacing:-.2pt'> </span>utilizaron t&eacute;rminos de
b&uacute;squeda espec&iacute;ficos relacionados con las competencias digita=
les
evaluadas. Estos t&eacute;rminos fueron seleccionados<span style=3D'letter-=
spacing:
-.05pt'> </span>cuidadosamente<span style=3D'letter-spacing:-.05pt'> </span=
>para
abarcar<span style=3D'letter-spacing:-.05pt'> </span>una amplia<span
style=3D'letter-spacing:-.05pt'> </span>gama<span style=3D'letter-spacing:-=
.05pt'> </span>de
cursos pertinentes y asegurar que los resultados fueran relevantes.</span><=
/p>

<p class=3DMsoBodyText style=3D'margin-top:1.35pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h2><span lang=3DES>Preprocesamiento<span style=3D'letter-spacing:-.15pt'> =
</span>y<span
style=3D'letter-spacing:-.15pt'> </span>filtrado<span style=3D'letter-spaci=
ng:-.15pt'>
</span>inicial<span style=3D'letter-spacing:-.15pt'> </span>de<span
style=3D'letter-spacing:-.1pt'> </span>los<span style=3D'letter-spacing:-.2=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>cursos</span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.75pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Para<span style=3D'letter-spacing:=
-.4pt'> </span>preprocesar<span
style=3D'letter-spacing:-.4pt'> </span>los<span style=3D'letter-spacing:-.4=
5pt'> </span>textos<span
style=3D'letter-spacing:-.45pt'> </span>de<span style=3D'letter-spacing:-.4=
pt'> </span>los<span
style=3D'letter-spacing:-.45pt'> </span>cursos,<span style=3D'letter-spacin=
g:-.4pt'>
</span>se<span style=3D'letter-spacing:-.4pt'> </span>aplic&oacute;<span
style=3D'letter-spacing:-.4pt'> </span>una<span style=3D'letter-spacing:-.4=
pt'> </span>serie<span
style=3D'letter-spacing:-.4pt'> </span>de<span style=3D'letter-spacing:-.4p=
t'> </span>pasos<span
style=3D'letter-spacing:-.45pt'> </span>de<span style=3D'letter-spacing:-.4=
pt'> </span>procesamiento
de lenguaje natural (PLN) tanto al t&iacute;tulo como a la descripci&oacute=
;n.
Primero, se llev&oacute; a cabo la tokenizaci&oacute;n, un proceso que divi=
de
el texto en unidades m&aacute;s peque&ntilde;as llamadas tokens, que</span>=
</p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:103%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection8>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.75pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
108%'><span lang=3DES style=3D'letter-spacing:-.2pt'>pueden incluir palabra=
s,
partes de palabras, caracteres, n&uacute;meros, signos de puntuaci&oacute;n=
 o
s&iacute;mbolos (Lee,</span><span lang=3DES style=3D'letter-spacing:-.3pt'>=
 </span><span
lang=3DES style=3D'letter-spacing:-.2pt'>2023).</span><span lang=3DES
style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.2pt'>Luego,</span><span
lang=3DES style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>se</span><span lang=3DES style=3D'letter-spacing:-.3pt'> </span><span
lang=3DES style=3D'letter-spacing:-.2pt'>aplic&oacute;</span><span lang=3DES
style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.2pt'>la</span><span
lang=3DES style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>lematizaci&oacute;n,</span><span lang=3DES style=3D'letter-spacing:-=
.3pt'> </span><span
lang=3DES style=3D'letter-spacing:-.2pt'>que</span><span lang=3DES style=3D=
'letter-spacing:
-.3pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>convierte</sp=
an><span
lang=3DES style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>cada</span><span lang=3DES style=3D'letter-spacing:-.3pt'> </span><s=
pan
lang=3DES style=3D'letter-spacing:-.2pt'>palabra</span><span lang=3DES
style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.2pt'>a</span><span
lang=3DES style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>su</span><span lang=3DES style=3D'letter-spacing:-.3pt'> </span><span
lang=3DES style=3D'letter-spacing:-.2pt'>forma</span><span lang=3DES
style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.2pt'>base</span><span
lang=3DES style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>llamada </span><span lang=3DES>lema de la palabra (Khyani &amp; B S,=
 2021)
(por ejemplo, &quot;corriendo&quot; se convierte en &quot;correr&quot;).
Adicionalmente,<span style=3D'letter-spacing:-.2pt'> </span>se<span
style=3D'letter-spacing:-.2pt'> </span>eliminaron<span style=3D'letter-spac=
ing:
-.2pt'> </span>las<span style=3D'letter-spacing:-.2pt'> </span>stop<span
style=3D'letter-spacing:-.2pt'> </span>words,<span style=3D'letter-spacing:=
-.2pt'> </span>que<span
style=3D'letter-spacing:-.2pt'> </span>son<span style=3D'letter-spacing:-.2=
pt'> </span>palabras<span
style=3D'letter-spacing:-.2pt'> </span>comunes<span style=3D'letter-spacing=
:-.2pt'>
</span>y<span style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'lette=
r-spacing:
-.2pt'> </span>poca<span style=3D'letter-spacing:-.2pt'> </span>relevancia =
(como<span
style=3D'letter-spacing:-.5pt'> </span>&quot;y&quot;,<span style=3D'letter-=
spacing:
-.5pt'> </span>&quot;el&quot;,<span style=3D'letter-spacing:-.5pt'> </span>=
&quot;de&quot;)<span
style=3D'letter-spacing:-.5pt'> </span>que<span style=3D'letter-spacing:-.5=
pt'> </span>no<span
style=3D'letter-spacing:-.5pt'> </span>aportan<span style=3D'letter-spacing=
:-.5pt'>
</span>significado<span style=3D'letter-spacing:-.5pt'> </span>al<span
style=3D'letter-spacing:-.5pt'> </span>an&aacute;lisis<span style=3D'letter=
-spacing:
-.5pt'> </span>(Kedia<span style=3D'letter-spacing:-.5pt'> </span>&amp;<span
style=3D'letter-spacing:-.5pt'> </span>Rasu,<span style=3D'letter-spacing:-=
.5pt'> </span>2020).<span
style=3D'letter-spacing:-.5pt'> </span>Estos<span style=3D'letter-spacing:-=
.5pt'> </span>pasos
permitieron obtener un conjunto de palabras representativo para cada curso,
facilitando su posterior an&aacute;lisis y filtrado.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>Durante<span style=3D'letter-spaci=
ng:1.5pt'>
</span>la<span style=3D'letter-spacing:1.5pt'> </span>obtenci&oacute;n<span
style=3D'letter-spacing:1.5pt'> </span>automatizada<span style=3D'letter-sp=
acing:
1.5pt'> </span>de<span style=3D'letter-spacing:1.5pt'> </span>los<span
style=3D'letter-spacing:1.5pt'> </span>cursos,<span style=3D'letter-spacing=
:1.5pt'>
</span>se<span style=3D'letter-spacing:1.5pt'> </span>recolectaron<span
style=3D'letter-spacing:1.5pt'> </span>varios<span style=3D'letter-spacing:=
1.5pt'> </span>cursos<span
style=3D'letter-spacing:1.5pt'> </span>que no correspond&iacute;an a las
competencias debido a la naturaleza de los motores de b&uacute;squeda en<sp=
an
style=3D'letter-spacing:4.0pt'> </span>las p&aacute;ginas de cursos, que en
ocasiones devuelven resultados irrelevantes. Para abordar este problema,<sp=
an
style=3D'letter-spacing:-.1pt'> </span>se<span style=3D'letter-spacing:-.1p=
t'> </span>implement&oacute;<span
style=3D'letter-spacing:-.1pt'> </span>un<span style=3D'letter-spacing:-.1p=
t'> </span>proceso<span
style=3D'letter-spacing:-.1pt'> </span>de<span style=3D'letter-spacing:-.1p=
t'> </span>filtrado<span
style=3D'letter-spacing:-.1pt'> </span>inicial<span style=3D'letter-spacing=
:-.1pt'>
</span>utilizando<span style=3D'letter-spacing:-.1pt'> </span>t&eacute;rmin=
os<span
style=3D'letter-spacing:-.1pt'> </span>clave<span style=3D'letter-spacing:-=
.1pt'> </span>obtenidos<span
style=3D'letter-spacing:-.1pt'> </span>de las<span style=3D'letter-spacing:=
-.5pt'> </span>descripciones<span
style=3D'letter-spacing:-.5pt'> </span>de<span style=3D'letter-spacing:-.5p=
t'> </span>las<span
style=3D'letter-spacing:-.5pt'> </span>cinco<span style=3D'letter-spacing:-=
.5pt'> </span>competencias<span
style=3D'letter-spacing:-.5pt'> </span>evaluadas.<span style=3D'letter-spac=
ing:
-.5pt'> </span>Para<span style=3D'letter-spacing:-.5pt'> </span>identificar=
<span
style=3D'letter-spacing:-.5pt'> </span>estos<span style=3D'letter-spacing:-=
.5pt'> </span>t&eacute;rminos<span
style=3D'letter-spacing:-.5pt'> </span>clave,<span style=3D'letter-spacing:=
-.5pt'> </span>se
<span style=3D'letter-spacing:-.1pt'>utiliz&oacute;</span><span style=3D'le=
tter-spacing:
-.2pt'> </span><span style=3D'letter-spacing:-.1pt'>el</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>m&eacute;todo</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>TF-IDF</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>(Term</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Frequency-Inverse</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Document</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Frequency),</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>que</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>es</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>ampliamente
</span><span style=3D'letter-spacing:-.2pt'>utilizado</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>en</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>el</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>an&aacute;lisis</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>de</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>textos</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>para</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>resaltar</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>palabras</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>significativas</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>en</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>grandes</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>conjuntos</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>de</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>datos </span>(Leskovec,<span
style=3D'letter-spacing:-.35pt'> </span>Rajaraman,<span style=3D'letter-spa=
cing:
-.35pt'> </span>&amp;<span style=3D'letter-spacing:-.35pt'> </span>Ullman,<=
span
style=3D'letter-spacing:-.35pt'> </span>2014).<span style=3D'letter-spacing=
:-.35pt'>
</span>Este<span style=3D'letter-spacing:-.35pt'> </span>m&eacute;todo<span
style=3D'letter-spacing:-.35pt'> </span>asegura<span style=3D'letter-spacin=
g:-.35pt'>
</span>que<span style=3D'letter-spacing:-.35pt'> </span>los<span
style=3D'letter-spacing:-.35pt'> </span>t&eacute;rminos<span style=3D'lette=
r-spacing:
-.35pt'> </span>seleccionados sean verdaderamente representativos de las
competencias.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>A<span style=3D'letter-spacing:-.7=
5pt'> </span>partir<span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
5pt'> </span>las<span
style=3D'letter-spacing:-.15pt'> </span>descripciones<span style=3D'letter-=
spacing:
-.15pt'> </span>de<span style=3D'letter-spacing:-.15pt'> </span>las<span
style=3D'letter-spacing:-.15pt'> </span>competencias,<span style=3D'letter-=
spacing:
-.15pt'> </span>se<span style=3D'letter-spacing:-.15pt'> </span>gener&oacut=
e;<span
style=3D'letter-spacing:-.15pt'> </span>una<span style=3D'letter-spacing:-.=
15pt'> </span>lista<span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
5pt'> </span>palabras<span
style=3D'letter-spacing:-.15pt'> </span>clave para<span style=3D'letter-spa=
cing:
-.75pt'> </span>cada<span style=3D'letter-spacing:-.75pt'> </span>una<span
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>ellas.<span
style=3D'letter-spacing:-.75pt'> </span>Estas<span style=3D'letter-spacing:=
-.75pt'>
</span>palabras<span style=3D'letter-spacing:-.75pt'> </span>clave<span
style=3D'letter-spacing:-.75pt'> </span>se<span style=3D'letter-spacing:-.7=
5pt'> </span>compararon<span
style=3D'letter-spacing:-.75pt'> </span>con<span style=3D'letter-spacing:-.=
75pt'> </span>el<span
style=3D'letter-spacing:-.75pt'> </span>conjunto<span style=3D'letter-spaci=
ng:-.75pt'>
</span>de<span style=3D'letter-spacing:-.75pt'> </span>palabras<span
style=3D'letter-spacing:-.75pt'> </span>obtenido <span style=3D'letter-spac=
ing:
-.2pt'>de</span><span style=3D'letter-spacing:-.3pt'> </span><span
style=3D'letter-spacing:-.2pt'>cada</span><span style=3D'letter-spacing:-.3=
pt'> </span><span
style=3D'letter-spacing:-.2pt'>curso</span><span style=3D'letter-spacing:-.=
3pt'> </span><span
style=3D'letter-spacing:-.2pt'>durante</span><span style=3D'letter-spacing:=
-.3pt'> </span><span
style=3D'letter-spacing:-.2pt'>el</span><span style=3D'letter-spacing:-.3pt=
'> </span><span
style=3D'letter-spacing:-.2pt'>preprocesamiento.</span><span style=3D'lette=
r-spacing:
-.3pt'> </span><span style=3D'letter-spacing:-.2pt'>Los</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>cursos</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>se</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>filtraron</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>en</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>funci&oacute;n</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>de</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>las</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>coincidencias
</span>entre las palabras clave correspondientes a la competencia y el conj=
unto
de palabras de cada curso.<span style=3D'letter-spacing:-.75pt'> </span>Aqu=
ellos<span
style=3D'letter-spacing:-.75pt'> </span>cursos<span style=3D'letter-spacing=
:-.75pt'>
</span>que<span style=3D'letter-spacing:-.6pt'> </span>no<span style=3D'let=
ter-spacing:
-.6pt'> </span>conten&iacute;an<span style=3D'letter-spacing:-.6pt'> </span=
>ninguna<span
style=3D'letter-spacing:-.6pt'> </span>de<span style=3D'letter-spacing:-.6p=
t'> </span>las<span
style=3D'letter-spacing:-.6pt'> </span>palabras<span style=3D'letter-spacin=
g:-.6pt'>
</span>relevantes<span style=3D'letter-spacing:-.6pt'> </span>fueron<span
style=3D'letter-spacing:-.6pt'> </span>descartados, <span style=3D'letter-s=
pacing:
-.1pt'>asegurando</span><span style=3D'letter-spacing:-.3pt'> </span><span
style=3D'letter-spacing:-.1pt'>que</span><span style=3D'letter-spacing:-.3p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>solo</span><span style=3D'letter-spacing:-.3=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>los</span><span style=3D'letter-spacing:-.3p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>cursos</span><span style=3D'letter-spacing:-=
.3pt'> </span><span
style=3D'letter-spacing:-.1pt'>pertinentes</span><span style=3D'letter-spac=
ing:
-.3pt'> </span><span style=3D'letter-spacing:-.1pt'>a</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>las</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>competencias</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>evaluadas</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>fueran</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>considerados</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>en </span>las<span
style=3D'letter-spacing:-.55pt'> </span>etapas<span style=3D'letter-spacing=
:-.55pt'>
</span>posteriores<span style=3D'letter-spacing:-.55pt'> </span>del<span
style=3D'letter-spacing:-.55pt'> </span>an&aacute;lisis.<span style=3D'lett=
er-spacing:
-.55pt'> </span>Esta<span style=3D'letter-spacing:-.55pt'> </span>estrategi=
a<span
style=3D'letter-spacing:-.55pt'> </span>de<span style=3D'letter-spacing:-.5=
5pt'> </span>filtrado<span
style=3D'letter-spacing:-.55pt'> </span>inicial<span style=3D'letter-spacin=
g:-.55pt'>
</span>no<span style=3D'letter-spacing:-.55pt'> </span>solo<span
style=3D'letter-spacing:-.55pt'> </span>mejora<span style=3D'letter-spacing=
:-.55pt'>
</span>la<span style=3D'letter-spacing:-.55pt'> </span>calidad<span
style=3D'letter-spacing:-.55pt'> </span>de los<span style=3D'letter-spacing=
:-.6pt'>
</span>datos,<span style=3D'letter-spacing:-.6pt'> </span>sino<span
style=3D'letter-spacing:-.6pt'> </span>que<span style=3D'letter-spacing:-.6=
pt'> </span>tambi&eacute;n<span
style=3D'letter-spacing:-.6pt'> </span>optimiza<span style=3D'letter-spacin=
g:-.6pt'>
</span>los<span style=3D'letter-spacing:-.6pt'> </span>recursos<span
style=3D'letter-spacing:-.6pt'> </span>al<span style=3D'letter-spacing:-.6p=
t'> </span>eliminar<span
style=3D'letter-spacing:-.6pt'> </span>cursos<span style=3D'letter-spacing:=
-.6pt'> </span>irrelevantes<span
style=3D'letter-spacing:-.6pt'> </span>desde<span style=3D'letter-spacing:-=
.6pt'> </span>el<span
style=3D'letter-spacing:-.6pt'> </span>inicio.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<h2><span lang=3DES>Etiquetado <span style=3D'letter-spacing:-.1pt'>manual<=
/span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt;margin-right:5.7pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>Se<span style=3D'letter-spacing:-.=
55pt'> </span>cre&oacute;<span
style=3D'letter-spacing:-.55pt'> </span>un<span style=3D'letter-spacing:-.5=
5pt'> </span>conjunto<span
style=3D'letter-spacing:-.55pt'> </span>de<span style=3D'letter-spacing:-.5=
5pt'> </span>datos,<span
style=3D'letter-spacing:-.55pt'> </span>extrayendo<span style=3D'letter-spa=
cing:
-.55pt'> </span>los<span style=3D'letter-spacing:-.6pt'> </span>100<span
style=3D'letter-spacing:-.55pt'> </span>cursos<span style=3D'letter-spacing=
:-.55pt'>
</span>con<span style=3D'letter-spacing:-.55pt'> </span>las<span
style=3D'letter-spacing:-.55pt'> </span>coincidencias<span style=3D'letter-=
spacing:
-.6pt'> </span>m&aacute;s<span style=3D'letter-spacing:-.55pt'> </span>alta=
s <span
style=3D'letter-spacing:-.2pt'>para</span><span style=3D'letter-spacing:-.2=
5pt'> </span><span
style=3D'letter-spacing:-.2pt'>cada</span><span style=3D'letter-spacing:-.2=
5pt'> </span><span
style=3D'letter-spacing:-.2pt'>competencia</span><span style=3D'letter-spac=
ing:
-.25pt'> </span><span style=3D'letter-spacing:-.2pt'>con</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>el</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>fin</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>de</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>facilitar</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>el</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>proceso</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>de</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>etiquetado</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>manual,</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>garantizando</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>que</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>el </span><span
style=3D'letter-spacing:-.1pt'>conjunto</span><span style=3D'letter-spacing=
:-.45pt'>
</span><span style=3D'letter-spacing:-.1pt'>de</span><span style=3D'letter-=
spacing:
-.45pt'> </span><span style=3D'letter-spacing:-.1pt'>datos</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>fuera</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>manejable</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>y</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>representativo.</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>El</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>objetivo</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>del</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>etiquetado</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>manual</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>es</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>evaluar
</span>la<span style=3D'letter-spacing:-.05pt'> </span>pertinencia<span
style=3D'letter-spacing:-.1pt'> </span>de<span style=3D'letter-spacing:-.05=
pt'> </span>cada<span
style=3D'letter-spacing:-.05pt'> </span>curso<span style=3D'letter-spacing:=
-.05pt'>
</span>en<span style=3D'letter-spacing:-.05pt'> </span>relaci&oacute;n<span
style=3D'letter-spacing:-.1pt'> </span>con<span style=3D'letter-spacing:-.0=
5pt'> </span>la<span
style=3D'letter-spacing:-.05pt'> </span>competencia<span style=3D'letter-sp=
acing:
-.1pt'> </span>para<span style=3D'letter-spacing:-.05pt'> </span>la<span
style=3D'letter-spacing:-.05pt'> </span>cual<span style=3D'letter-spacing:-=
.05pt'> </span>fue<span
style=3D'letter-spacing:-.05pt'> </span>seleccionado.<span style=3D'letter-=
spacing:
-.1pt'> </span>Los especialistas<span style=3D'letter-spacing:-.25pt'> </sp=
an>revisaron<span
style=3D'letter-spacing:-.25pt'> </span>los<span style=3D'letter-spacing:-.=
25pt'> </span>t&iacute;tulos<span
style=3D'letter-spacing:-.25pt'> </span>y<span style=3D'letter-spacing:-.25=
pt'> </span>descripciones<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
5pt'> </span>los<span
style=3D'letter-spacing:-.25pt'> </span>cursos<span style=3D'letter-spacing=
:-.25pt'>
</span>y<span style=3D'letter-spacing:-.25pt'> </span>los<span style=3D'let=
ter-spacing:
-.25pt'> </span>clasificaron<span style=3D'letter-spacing:-.25pt'> </span>m=
anualmente
como &quot;pertinentes&quot; o &quot;no pertinentes&quot;. El resultado de =
este
procedimiento fue la creaci&oacute;n de un<span style=3D'letter-spacing:-.4=
pt'> </span>conjunto<span
style=3D'letter-spacing:-.4pt'> </span>de<span style=3D'letter-spacing:-.4p=
t'> </span>datos<span
style=3D'letter-spacing:-.4pt'> </span>etiquetados<span style=3D'letter-spa=
cing:
-.4pt'> </span>denominado<span style=3D'letter-spacing:-.4pt'> </span>gold<=
span
style=3D'letter-spacing:-.4pt'> </span>est&aacute;ndar,<span style=3D'lette=
r-spacing:
-.4pt'> </span>que<span style=3D'letter-spacing:-.4pt'> </span>representa<s=
pan
style=3D'letter-spacing:-.4pt'> </span>el<span style=3D'letter-spacing:-.4p=
t'> </span>resultado<span
style=3D'letter-spacing:-.4pt'> </span>que<span style=3D'letter-spacing:-.4=
pt'> </span>se
espera del modelo y que sirvi&oacute; como base para el entrenamiento y
evaluaci&oacute;n del modelo de <span style=3D'letter-spacing:-.1pt'>recome=
ndaci&oacute;n.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.8pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<h1 style=3D'margin-top:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:=
16.0pt;
margin-bottom:.0001pt;text-align:justify'><span lang=3DES>Fase 2: Modelo de=
 <span
style=3D'letter-spacing:-.1pt'>recomendaci&oacute;n</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt;margin-right:5.7pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>En esta etapa se implement&oacute;=
 el
modelo de recomendaci&oacute;n, para lo cual se utiliz&oacute; un modelo<sp=
an
style=3D'letter-spacing:-.5pt'> </span>de<span style=3D'letter-spacing:-.5p=
t'> </span>lenguaje<span
style=3D'letter-spacing:-.5pt'> </span>para<span style=3D'letter-spacing:-.=
5pt'> </span>convertir<span
style=3D'letter-spacing:-.5pt'> </span>tanto<span style=3D'letter-spacing:-=
.5pt'> </span>las<span
style=3D'letter-spacing:-.5pt'> </span>definiciones<span style=3D'letter-sp=
acing:
-.5pt'> </span>de<span style=3D'letter-spacing:-.5pt'> </span>las<span
style=3D'letter-spacing:-.5pt'> </span>competencias<span style=3D'letter-sp=
acing:
-.5pt'> </span>como<span style=3D'letter-spacing:-.5pt'> </span>los<span
style=3D'letter-spacing:-.5pt'> </span>t&iacute;tulos<span style=3D'letter-=
spacing:
-.5pt'> </span>y descripciones<span style=3D'letter-spacing:-.3pt'> </span>=
de<span
style=3D'letter-spacing:-.3pt'> </span>los<span style=3D'letter-spacing:-.3=
pt'> </span>cursos<span
style=3D'letter-spacing:-.3pt'> </span>en<span style=3D'letter-spacing:-.3p=
t'> </span>vectores<span
style=3D'letter-spacing:-.3pt'> </span>num&eacute;ricos<span style=3D'lette=
r-spacing:
-.3pt'> </span>denominados<span style=3D'letter-spacing:-.3pt'> </span>embe=
ddings<span
style=3D'letter-spacing:-.3pt'> </span>y<span style=3D'letter-spacing:-.3pt=
'> </span>posteriormente
calcular<span style=3D'letter-spacing:-.45pt'> </span>la<span style=3D'lett=
er-spacing:
-.45pt'> </span>similitud<span style=3D'letter-spacing:-.45pt'> </span>entr=
e<span
style=3D'letter-spacing:-.45pt'> </span>estos<span style=3D'letter-spacing:=
-.5pt'> </span>embeddings.<span
style=3D'letter-spacing:-.45pt'> </span>Usando<span style=3D'letter-spacing=
:-.45pt'>
</span>estos<span style=3D'letter-spacing:-.5pt'> </span>valores<span
style=3D'letter-spacing:-.5pt'> </span>de<span style=3D'letter-spacing:-.45=
pt'> </span>similitud<span
style=3D'letter-spacing:-.45pt'> </span>entre<span style=3D'letter-spacing:=
-.45pt'>
</span>los<span style=3D'letter-spacing:-.5pt'> </span>cursos <span
style=3D'letter-spacing:-.1pt'>y</span><span style=3D'letter-spacing:-.65pt=
'> </span><span
style=3D'letter-spacing:-.1pt'>su</span><span style=3D'letter-spacing:-.65p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>respectiva</span><span style=3D'letter-spaci=
ng:-.65pt'>
</span><span style=3D'letter-spacing:-.1pt'>competencia,</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>se</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>implement&oacute;</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>un</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>modelo</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>clasificaci&oacute;n</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>que</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>decide</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>la</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>pertinencia
</span><span style=3D'letter-spacing:-.2pt'>del</span><span style=3D'letter=
-spacing:
-.35pt'> </span><span style=3D'letter-spacing:-.2pt'>curso.</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>Finalmente,</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>para</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>asegurar</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>la</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>personalizaci&oacute;n</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>del</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>curso,</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>se</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>implement&oacute;</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>una</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>clasificaci&oacute;n
</span>seg&uacute;n<span style=3D'letter-spacing:-.6pt'> </span>el<span
style=3D'letter-spacing:-.6pt'> </span>nivel<span style=3D'letter-spacing:-=
.6pt'> </span>cognitivo<span
style=3D'letter-spacing:-.6pt'> </span>de<span style=3D'letter-spacing:-.6p=
t'> </span>los<span
style=3D'letter-spacing:-.6pt'> </span>cursos.<span style=3D'letter-spacing=
:-.6pt'>
</span>En<span style=3D'letter-spacing:-.6pt'> </span>la<span style=3D'lett=
er-spacing:
-.6pt'> </span>Figura<span style=3D'letter-spacing:-.6pt'> </span>3<span
style=3D'letter-spacing:-.6pt'> </span>se<span style=3D'letter-spacing:-.6p=
t'> </span>explica<span
style=3D'letter-spacing:-.6pt'> </span>de<span style=3D'letter-spacing:-.6p=
t'> </span>manera<span
style=3D'letter-spacing:-.6pt'> </span>gr&aacute;fica<span style=3D'letter-=
spacing:
-.6pt'> </span>el<span style=3D'letter-spacing:-.6pt'> </span>proceso<span
style=3D'letter-spacing:-.6pt'> </span>de implementaci&oacute;n del modelo =
de
clasificaci&oacute;n.</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:108%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection9>

<p class=3DMsoBodyText style=3D'margin-top:4.45pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h2><span lang=3DES>Generaci&oacute;n<span style=3D'letter-spacing:-.3pt'> =
</span>de<span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Embeddings</span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.6pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES style=3D'letter-spacing:-.1pt'>Par=
a</span><span
lang=3DES style=3D'letter-spacing:-.45pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>representar</span><span lang=3DES style=3D'letter-spacing:-.45pt'> <=
/span><span
lang=3DES style=3D'letter-spacing:-.1pt'>mediante</span><span lang=3DES
style=3D'letter-spacing:-.45pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>embeddings</span><span
lang=3DES style=3D'letter-spacing:-.45pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>los</span><span lang=3DES style=3D'letter-spacing:-.45pt'> </span><s=
pan
lang=3DES style=3D'letter-spacing:-.1pt'>t&iacute;tulos</span><span lang=3D=
ES
style=3D'letter-spacing:-.45pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>y</span><span
lang=3DES style=3D'letter-spacing:-.45pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>descripciones</span><span lang=3DES style=3D'letter-spacing:-.45pt'>=
 </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>de</span><span lang=3DES style=3D'=
letter-spacing:
-.45pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>los</span><s=
pan
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>cursos,</span><span lang=3DES style=3D'letter-spacing:-.45pt'> </spa=
n><span
lang=3DES style=3D'letter-spacing:-.1pt'>as&iacute;</span><span lang=3DES
style=3D'letter-spacing:-.45pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>como
</span><span lang=3DES>las<span style=3D'letter-spacing:-.6pt'> </span>desc=
ripciones<span
style=3D'letter-spacing:-.6pt'> </span>de<span style=3D'letter-spacing:-.55=
pt'> </span>las<span
style=3D'letter-spacing:-.6pt'> </span>competencias,<span style=3D'letter-s=
pacing:
-.55pt'> </span>se<span style=3D'letter-spacing:-.55pt'> </span>utiliza<span
style=3D'letter-spacing:-.55pt'> </span>BERT<span style=3D'letter-spacing:-=
.75pt'> </span>(Bidirectional<span
style=3D'letter-spacing:-.55pt'> </span>Encoder<span style=3D'letter-spacin=
g:-.55pt'>
</span>Representations from<span style=3D'letter-spacing:-.4pt'> </span>Tra=
nsformers),<span
style=3D'letter-spacing:-.2pt'> </span>el<span style=3D'letter-spacing:-.2p=
t'> </span>cual<span
style=3D'letter-spacing:-.2pt'> </span>es<span style=3D'letter-spacing:-.2p=
t'> </span>un<span
style=3D'letter-spacing:-.2pt'> </span>modelo<span style=3D'letter-spacing:=
-.2pt'> </span>de<span
style=3D'letter-spacing:-.2pt'> </span>lenguaje<span style=3D'letter-spacin=
g:-.2pt'>
</span>avanzado<span style=3D'letter-spacing:-.2pt'> </span>que<span
style=3D'letter-spacing:-.2pt'> </span>destaca<span style=3D'letter-spacing=
:-.2pt'>
</span>por<span style=3D'letter-spacing:-.2pt'> </span>poder<span
style=3D'letter-spacing:-.2pt'> </span>generar representaciones contextuale=
s de
las palabras, ya que considera el contexto en el que aparece <span
style=3D'letter-spacing:-.1pt'>cada</span><span style=3D'letter-spacing:-.7=
5pt'> </span><span
style=3D'letter-spacing:-.1pt'>palabra</span><span style=3D'letter-spacing:=
-.65pt'>
</span><span style=3D'letter-spacing:-.1pt'>dentro</span><span style=3D'let=
ter-spacing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>del</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>texto</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>(Devlin</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>et</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>al.,</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>2019).</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Este</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>modelo</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>tiene</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>un</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>tama&ntilde;o</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>comparable</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>al</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de
BERT-Base</span><span style=3D'letter-spacing:-.4pt'> </span><span
style=3D'letter-spacing:-.1pt'>y</span><span style=3D'letter-spacing:-.45pt=
'> </span><span
style=3D'letter-spacing:-.1pt'>fue</span><span style=3D'letter-spacing:-.45=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>entrenado</span><span style=3D'letter-spacin=
g:-.4pt'>
</span><span style=3D'letter-spacing:-.1pt'>utilizando</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>la</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>t&eacute;cnica</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Whole</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Word</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Masking</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>(Ca&ntilde;ete</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>et</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>al.,</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>2023).</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.6pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Para este proceso, no es necesario
aplicar ning&uacute;n tipo de preprocesamiento de textos, ya que puede alte=
rar
el contexto, lo cual no es recomendable para ser procesado por BERT.<span
style=3D'letter-spacing:2.0pt'> </span>En<span style=3D'letter-spacing:-.2p=
t'> </span>primer<span
style=3D'letter-spacing:-.2pt'> </span>lugar,<span style=3D'letter-spacing:=
-.2pt'> </span>se<span
style=3D'letter-spacing:-.2pt'> </span>utiliza<span style=3D'letter-spacing=
:-.2pt'>
</span>la<span style=3D'letter-spacing:-.2pt'> </span>tokenizaci&oacute;n<s=
pan
style=3D'letter-spacing:-.2pt'> </span>espec&iacute;fica<span style=3D'lett=
er-spacing:
-.2pt'> </span>de<span style=3D'letter-spacing:-.2pt'> </span>BERT,<span
style=3D'letter-spacing:-.2pt'> </span>que<span style=3D'letter-spacing:-.2=
pt'> </span>divide<span
style=3D'letter-spacing:-.2pt'> </span>el<span style=3D'letter-spacing:-.2p=
t'> </span>texto<span
style=3D'letter-spacing:-.2pt'> </span>en<span style=3D'letter-spacing:-.2p=
t'> </span>tokens<span
style=3D'letter-spacing:-.2pt'> </span>y a&ntilde;ade tokens especiales
necesarios para el modelo. Finalmente, para obtener los embeddings, estos
tokens se pasan a trav&eacute;s del modelo BERT pre entrenado
(dccuchile/bert-base-spanish- <span style=3D'letter-spacing:-.1pt'>wwm-unca=
sed),</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>generando</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>un</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>vector</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>alta</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>dimensi&oacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>para</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>cada</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>token.</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Estos</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>vectores</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>capturan
</span>informaci&oacute;n sem&aacute;ntica rica sobre las palabras y su
contexto en el texto y se promedian para obtener<span style=3D'letter-spaci=
ng:
-.2pt'> </span>una<span style=3D'letter-spacing:-.2pt'> </span>representaci=
&oacute;n<span
style=3D'letter-spacing:-.2pt'> </span>final<span style=3D'letter-spacing:-=
.2pt'> </span>del<span
style=3D'letter-spacing:-.2pt'> </span>texto.<span style=3D'letter-spacing:=
-.2pt'> </span>Se<span
style=3D'letter-spacing:-.2pt'> </span>ha<span style=3D'letter-spacing:-.2p=
t'> </span>optado<span
style=3D'letter-spacing:-.2pt'> </span>por<span style=3D'letter-spacing:-.2=
pt'> </span>este<span
style=3D'letter-spacing:-.2pt'> </span>m&eacute;todo<span style=3D'letter-s=
pacing:
-.2pt'> </span>de<span style=3D'letter-spacing:-.2pt'> </span>agregaci&oacu=
te;n<span
style=3D'letter-spacing:-.2pt'> </span>debido a su capacidad para obtener u=
na
representaci&oacute;n general del texto completo.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.05pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h2><span lang=3DES>C&aacute;lculo de <span style=3D'letter-spacing:-.1pt'>=
similitudes</span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.7pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES style=3D'letter-spacing:-.2pt'>Eva=
luar</span><span
lang=3DES style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>la</span><span lang=3DES style=3D'letter-spacing:-.3pt'> </span><span
lang=3DES style=3D'letter-spacing:-.2pt'>similitud</span><span lang=3DES
style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.2pt'>entre</span><span
lang=3DES style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>dos</span><span lang=3DES style=3D'letter-spacing:-.3pt'> </span><sp=
an
lang=3DES style=3D'letter-spacing:-.2pt'>textos</span><span lang=3DES
style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.2pt'>requiere</span><span
lang=3DES style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>convertir</span><span lang=3DES style=3D'letter-spacing:-.3pt'> </sp=
an><span
lang=3DES style=3D'letter-spacing:-.2pt'>el</span><span lang=3DES style=3D'=
letter-spacing:
-.3pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>texto</span><=
span
lang=3DES style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>en</span><span lang=3DES style=3D'letter-spacing:-.3pt'> </span><span
lang=3DES style=3D'letter-spacing:-.2pt'>un</span><span lang=3DES style=3D'=
letter-spacing:
-.3pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>conjunto</spa=
n><span
lang=3DES style=3D'letter-spacing:-.3pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>de</span><span lang=3DES style=3D'letter-spacing:-.3pt'> </span><span
lang=3DES style=3D'letter-spacing:-.2pt'>n&uacute;meros </span><span lang=
=3DES>y
aplicar operaciones matem&aacute;ticas para calcular la distancia entre dos
vectores, lo que indica su relaci&oacute;n. Distancias peque&ntilde;as sugi=
eren
una alta relaci&oacute;n, mientras que distancias grandes indican<span
style=3D'letter-spacing:-.5pt'> </span>una<span style=3D'letter-spacing:-.5=
pt'> </span>baja<span
style=3D'letter-spacing:-.5pt'> </span>relaci&oacute;n.<span style=3D'lette=
r-spacing:
-.5pt'> </span>La<span style=3D'letter-spacing:-.5pt'> </span>similitud<span
style=3D'letter-spacing:-.5pt'> </span>coseno<span style=3D'letter-spacing:=
-.5pt'> </span>es<span
style=3D'letter-spacing:-.5pt'> </span>una<span style=3D'letter-spacing:-.5=
pt'> </span>medida<span
style=3D'letter-spacing:-.5pt'> </span>utilizada<span style=3D'letter-spaci=
ng:-.5pt'>
</span>para<span style=3D'letter-spacing:-.5pt'> </span>evaluar<span
style=3D'letter-spacing:-.5pt'> </span>la<span style=3D'letter-spacing:-.5p=
t'> </span>similitud
entre dos vectores en un espacio multidimensional.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Se<span style=3D'letter-spacing:-.=
5pt'> </span>realizan<span
style=3D'letter-spacing:-.5pt'> </span>dos<span style=3D'letter-spacing:-.5=
pt'> </span>c&aacute;lculos<span
style=3D'letter-spacing:-.5pt'> </span>de<span style=3D'letter-spacing:-.5p=
t'> </span>similitud<span
style=3D'letter-spacing:-.5pt'> </span>por<span style=3D'letter-spacing:-.5=
pt'> </span>curso:<span
style=3D'letter-spacing:-.5pt'> </span>(1)<span style=3D'letter-spacing:-.5=
pt'> </span>para<span
style=3D'letter-spacing:-.5pt'> </span>el<span style=3D'letter-spacing:-.5p=
t'> </span>t&iacute;tulo;<span
style=3D'letter-spacing:-.5pt'> </span>(2)<span style=3D'letter-spacing:-.5=
pt'> </span>para<span
style=3D'letter-spacing:-.5pt'> </span>la<span style=3D'letter-spacing:-.5p=
t'> </span>descripci&oacute;n
<span style=3D'letter-spacing:-.1pt'>del</span><span style=3D'letter-spacin=
g:-.6pt'>
</span><span style=3D'letter-spacing:-.1pt'>curso.</span><span style=3D'let=
ter-spacing:
-.6pt'> </span><span style=3D'letter-spacing:-.1pt'>La</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>funci&oacute;n</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>cosine_similarity</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Sklearn</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>se</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>utiliza</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>para</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>calcular</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>similitud</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>del</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>coseno.
</span>Esta funci&oacute;n toma dos vectores como entrada y devuelve un val=
or
de similitud. Este valor puede<span style=3D'letter-spacing:-.5pt'> </span>=
variar<span
style=3D'letter-spacing:-.5pt'> </span>entre<span style=3D'letter-spacing:-=
.5pt'> </span>-1<span
style=3D'letter-spacing:-.5pt'> </span>y<span style=3D'letter-spacing:-.5pt=
'> </span>1,<span
style=3D'letter-spacing:-.5pt'> </span>donde<span style=3D'letter-spacing:-=
.5pt'> </span>los<span
style=3D'letter-spacing:-.5pt'> </span>valores<span style=3D'letter-spacing=
:-.5pt'>
</span>cercanos<span style=3D'letter-spacing:-.5pt'> </span>a<span
style=3D'letter-spacing:-.5pt'> </span>1<span style=3D'letter-spacing:-.5pt=
'> </span>indican<span
style=3D'letter-spacing:-.5pt'> </span>que<span style=3D'letter-spacing:-.5=
pt'> </span>los<span
style=3D'letter-spacing:-.5pt'> </span>vectores<span style=3D'letter-spacin=
g:-.5pt'>
</span>son<span style=3D'letter-spacing:-.5pt'> </span>similares, mientras<=
span
style=3D'letter-spacing:-.5pt'> </span>que<span style=3D'letter-spacing:-.5=
pt'> </span>los<span
style=3D'letter-spacing:-.5pt'> </span>valores<span style=3D'letter-spacing=
:-.5pt'>
</span>cercanos<span style=3D'letter-spacing:-.5pt'> </span>a<span
style=3D'letter-spacing:-.5pt'> </span>-1<span style=3D'letter-spacing:-.5p=
t'> </span>indican<span
style=3D'letter-spacing:-.5pt'> </span>que<span style=3D'letter-spacing:-.5=
pt'> </span>son<span
style=3D'letter-spacing:-.5pt'> </span>diferentes.<span style=3D'letter-spa=
cing:
-.5pt'> </span>Los<span style=3D'letter-spacing:-.5pt'> </span>resultados<s=
pan
style=3D'letter-spacing:-.5pt'> </span>obtenidos<span style=3D'letter-spaci=
ng:-.5pt'>
</span>son la<span style=3D'letter-spacing:-.75pt'> </span>similitud<span
style=3D'letter-spacing:-.75pt'> </span>entre<span style=3D'letter-spacing:=
-.75pt'>
</span>el<span style=3D'letter-spacing:-.75pt'> </span>t&iacute;tulo<span
style=3D'letter-spacing:-.75pt'> </span>del<span style=3D'letter-spacing:-.=
75pt'> </span>curso<span
style=3D'letter-spacing:-.75pt'> </span>y<span style=3D'letter-spacing:-.75=
pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span>definici&oacute;n<span style=3D'let=
ter-spacing:
-.75pt'> </span>de<span style=3D'letter-spacing:-.75pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span>competencia,<span style=3D'letter-s=
pacing:
-.75pt'> </span>as&iacute;<span style=3D'letter-spacing:-.75pt'> </span>com=
o<span
style=3D'letter-spacing:-.75pt'> </span>la<span style=3D'letter-spacing:-.7=
5pt'> </span>similitud<span
style=3D'letter-spacing:-.75pt'> </span>entre la descripci&oacute;n del cur=
so y
la definici&oacute;n de la competencia.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h2><span lang=3DES>Implementaci&oacute;n<span style=3D'letter-spacing:-.25=
pt'> </span>del<span
style=3D'letter-spacing:-.15pt'> </span>modelo<span style=3D'letter-spacing=
:-.15pt'>
</span>de<span style=3D'letter-spacing:-.15pt'> </span><span style=3D'lette=
r-spacing:
-.1pt'>clasificaci&oacute;n</span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.8pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Se implementa un modelo de
clasificaci&oacute;n personalizado, el cual utiliza los valores de la<span
style=3D'letter-spacing:-.3pt'> </span>similitud<span style=3D'letter-spaci=
ng:-.35pt'>
</span>del<span style=3D'letter-spacing:-.3pt'> </span>coseno<span
style=3D'letter-spacing:-.3pt'> </span>calculados<span style=3D'letter-spac=
ing:
-.35pt'> </span>para<span style=3D'letter-spacing:-.3pt'> </span>los<span
style=3D'letter-spacing:-.3pt'> </span>t&iacute;tulos<span style=3D'letter-=
spacing:
-.35pt'> </span>y<span style=3D'letter-spacing:-.3pt'> </span>descripciones=
<span
style=3D'letter-spacing:-.35pt'> </span>de<span style=3D'letter-spacing:-.3=
pt'> </span>los<span
style=3D'letter-spacing:-.3pt'> </span>cursos<span style=3D'letter-spacing:=
-.3pt'> </span>en<span
style=3D'letter-spacing:-.3pt'> </span>relaci&oacute;n<span style=3D'letter=
-spacing:
-.35pt'> </span>con las competencias. Para combinar estos dos valores de
similitud en una &uacute;nica puntuaci&oacute;n, se calcula<span
style=3D'letter-spacing:-.7pt'> </span>un<span style=3D'letter-spacing:-.7p=
t'> </span>promedio<span
style=3D'letter-spacing:-.7pt'> </span>ponderado.<span style=3D'letter-spac=
ing:
-.7pt'> </span>El<span style=3D'letter-spacing:-.7pt'> </span>peso<span
style=3D'letter-spacing:-.7pt'> </span>del<span style=3D'letter-spacing:-.7=
pt'> </span>t&iacute;tulo<span
style=3D'letter-spacing:-.7pt'> </span>se<span style=3D'letter-spacing:-.7p=
t'> </span>denota<span
style=3D'letter-spacing:-.7pt'> </span>como<span style=3D'letter-spacing:-.=
7pt'> </span>w,<span
style=3D'letter-spacing:-.7pt'> </span>y<span style=3D'letter-spacing:-.7pt=
'> </span>el<span
style=3D'letter-spacing:-.7pt'> </span>peso<span style=3D'letter-spacing:-.=
7pt'> </span>de<span
style=3D'letter-spacing:-.7pt'> </span>la<span style=3D'letter-spacing:-.7p=
t'> </span>descripci&oacute;n
se calcula como 1&#8722;w.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.6pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Bas&aacute;ndose<span style=3D'let=
ter-spacing:
-.6pt'> </span>en<span style=3D'letter-spacing:-.6pt'> </span>la<span
style=3D'letter-spacing:-.6pt'> </span>similitud<span style=3D'letter-spaci=
ng:-.6pt'>
</span>ponderada,<span style=3D'letter-spacing:-.6pt'> </span>el<span
style=3D'letter-spacing:-.6pt'> </span>modelo<span style=3D'letter-spacing:=
-.6pt'> </span>clasifica<span
style=3D'letter-spacing:-.6pt'> </span>un<span style=3D'letter-spacing:-.6p=
t'> </span>curso<span
style=3D'letter-spacing:-.6pt'> </span>como<span style=3D'letter-spacing:-.=
6pt'> </span>pertinente<span
style=3D'letter-spacing:-.6pt'> </span>o<span style=3D'letter-spacing:-.6pt=
'> </span>no
pertinente<span style=3D'letter-spacing:-.5pt'> </span>para<span
style=3D'letter-spacing:-.5pt'> </span>una<span style=3D'letter-spacing:-.5=
pt'> </span>competencia.<span
style=3D'letter-spacing:-.5pt'> </span>Para<span style=3D'letter-spacing:-.=
5pt'> </span>tomar<span
style=3D'letter-spacing:-.5pt'> </span>esta<span style=3D'letter-spacing:-.=
5pt'> </span>decisi&oacute;n,<span
style=3D'letter-spacing:-.5pt'> </span>se<span style=3D'letter-spacing:-.5p=
t'> </span>define<span
style=3D'letter-spacing:-.5pt'> </span>un<span style=3D'letter-spacing:-.5p=
t'> </span>umbral<span
style=3D'letter-spacing:-.5pt'> </span>denotado<span style=3D'letter-spacin=
g:-.5pt'>
</span>como t, que determina el punto de corte para considerar un curso como
pertinente. Si la similitud ponderada es mayor o igual al umbral, el curso =
se
clasifica como pertinente.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.8pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<h2><span lang=3DES>Optimizaci&oacute;n<span style=3D'letter-spacing:-.3pt'=
> </span>y<span
style=3D'letter-spacing:-.25pt'> </span>evaluaci&oacute;n<span style=3D'let=
ter-spacing:
-.3pt'> </span>del<span style=3D'letter-spacing:-.25pt'> </span><span
style=3D'letter-spacing:-.1pt'>modelo</span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.4pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>En esta secci&oacute;n se
entrenar&aacute; el modelo con los datos etiquetados para definir los
hiperpar&aacute;metros<span style=3D'letter-spacing:-.25pt'> </span>&oacute=
;ptimos<span
style=3D'letter-spacing:-.2pt'> </span>para<span style=3D'letter-spacing:-.=
15pt'> </span>este<span
style=3D'letter-spacing:-.15pt'> </span>modelo<span style=3D'letter-spacing=
:-.15pt'>
</span>de<span style=3D'letter-spacing:-.15pt'> </span>clasificaci&oacute;n=
.<span
style=3D'letter-spacing:-.75pt'> </span>Al<span style=3D'letter-spacing:-.1=
5pt'> </span>realizar<span
style=3D'letter-spacing:-.2pt'> </span>un<span style=3D'letter-spacing:-.15=
pt'> </span>an&aacute;lisis<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.15=
pt'> </span>los<span
style=3D'letter-spacing:-.2pt'> </span>datos etiquetados<span style=3D'lett=
er-spacing:
-.05pt'> </span>se<span style=3D'letter-spacing:-.05pt'> </span>pudo<span
style=3D'letter-spacing:-.05pt'> </span>observar<span style=3D'letter-spaci=
ng:-.05pt'>
</span>que<span style=3D'letter-spacing:-.05pt'> </span>las<span
style=3D'letter-spacing:-.05pt'> </span>etiquetas<span style=3D'letter-spac=
ing:
-.05pt'> </span>est&aacute;n<span style=3D'letter-spacing:-.05pt'> </span>m=
uy<span
style=3D'letter-spacing:-.05pt'> </span>desbalanceadas,<span style=3D'lette=
r-spacing:
-.05pt'> </span>por<span style=3D'letter-spacing:-.05pt'> </span>lo<span
style=3D'letter-spacing:-.05pt'> </span>que<span style=3D'letter-spacing:-.=
05pt'> </span>se<span
style=3D'letter-spacing:-.05pt'> </span>aplic&oacute; la<span style=3D'lett=
er-spacing:
-.5pt'> </span>t&eacute;cnica<span style=3D'letter-spacing:-.4pt'> </span>d=
e<span
style=3D'letter-spacing:-.35pt'> </span>submuestreo<span style=3D'letter-sp=
acing:
-.4pt'> </span>al<span style=3D'letter-spacing:-.4pt'> </span>conjunto<span
style=3D'letter-spacing:-.35pt'> </span>de<span style=3D'letter-spacing:-.4=
5pt'> </span>datos<span
style=3D'letter-spacing:-.45pt'> </span>etiquetados<span style=3D'letter-sp=
acing:
-.4pt'> </span>para<span style=3D'letter-spacing:-.45pt'> </span>evitar<span
style=3D'letter-spacing:-.4pt'> </span>el<span style=3D'letter-spacing:-.4p=
t'> </span>sobreajuste<span
style=3D'letter-spacing:-.4pt'> </span>y<span style=3D'letter-spacing:-.35p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>asegurar</span></span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:103%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection10>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span lang=3DES>un entrenamiento equilibrado del modelo. Esta
t&eacute;cnica se utiliza para reducir la cantidad de instancias<span
style=3D'letter-spacing:-.3pt'> </span>de<span style=3D'letter-spacing:-.3p=
t'> </span>la<span
style=3D'letter-spacing:-.3pt'> </span>clase<span style=3D'letter-spacing:-=
.3pt'> </span>mayoritaria,<span
style=3D'letter-spacing:-.3pt'> </span>lo<span style=3D'letter-spacing:-.3p=
t'> </span>que<span
style=3D'letter-spacing:-.3pt'> </span>ayuda<span style=3D'letter-spacing:-=
.3pt'> </span>a<span
style=3D'letter-spacing:-.3pt'> </span>equilibrar<span style=3D'letter-spac=
ing:
-.3pt'> </span>los<span style=3D'letter-spacing:-.3pt'> </span>conjuntos<sp=
an
style=3D'letter-spacing:-.3pt'> </span>de<span style=3D'letter-spacing:-.3p=
t'> </span>datos<span
style=3D'letter-spacing:-.3pt'> </span>y<span style=3D'letter-spacing:-.3pt=
'> </span>mejorar<span
style=3D'letter-spacing:-.3pt'> </span>la precisi&oacute;n<span style=3D'le=
tter-spacing:
-.65pt'> </span>de<span style=3D'letter-spacing:-.65pt'> </span>los<span
style=3D'letter-spacing:-.65pt'> </span>modelos<span style=3D'letter-spacin=
g:-.65pt'>
</span>predictivos<span style=3D'letter-spacing:-.65pt'> </span>(Ali<span
style=3D'letter-spacing:-.65pt'> </span>et<span style=3D'letter-spacing:-.6=
5pt'> </span>al.,<span
style=3D'letter-spacing:-.65pt'> </span>2015).<span style=3D'letter-spacing=
:-.65pt'>
</span>En<span style=3D'letter-spacing:-.65pt'> </span>este<span
style=3D'letter-spacing:-.65pt'> </span>caso,<span style=3D'letter-spacing:=
-.65pt'>
</span>la<span style=3D'letter-spacing:-.65pt'> </span>clase<span
style=3D'letter-spacing:-.65pt'> </span>mayoritaria<span style=3D'letter-sp=
acing:
-.65pt'> </span>son<span style=3D'letter-spacing:-.65pt'> </span>los cursos=
<span
style=3D'letter-spacing:-.05pt'> </span>etiquetados<span style=3D'letter-sp=
acing:
-.05pt'> </span>como<span style=3D'letter-spacing:-.05pt'> </span>no<span
style=3D'letter-spacing:-.05pt'> </span>pertinentes<span style=3D'letter-sp=
acing:
-.05pt'> </span>y<span style=3D'letter-spacing:-.05pt'> </span>la<span
style=3D'letter-spacing:-.05pt'> </span>clase<span style=3D'letter-spacing:=
-.05pt'>
</span>minoritaria<span style=3D'letter-spacing:-.05pt'> </span>son<span
style=3D'letter-spacing:-.05pt'> </span>los<span style=3D'letter-spacing:-.=
05pt'> </span>etiquetados<span
style=3D'letter-spacing:-.05pt'> </span>como<span style=3D'letter-spacing:-=
.05pt'> </span>cursos
pertinentes. Con este submuestreo, se asegura que el modelo no est&eacute;
sesgado hacia la clase mayoritaria, es decir, que el modelo no sea propenso=
 a
clasificar siempre como no pertinentes a los cursos.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1><span lang=3DES>Figura <span style=3D'letter-spacing:-.5pt'>3</span></s=
pan></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
25pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Proceso<span style=3D'letter-spacing:-.1pt'> </s=
pan>de<span
style=3D'letter-spacing:-.1pt'> </span>implementaci&oacute;n<span
style=3D'letter-spacing:-.05pt'> </span>del<span style=3D'letter-spacing:-.=
1pt'> </span>modelo<span
style=3D'letter-spacing:-.1pt'> </span>de<span style=3D'letter-spacing:-.05=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>recomendaci&oacute;n</span><o:p></o:p></span=
></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.3pt'><!--[if gte vml 1]><o:wrap=
block><v:shape
  id=3D"Image_x0020_23" o:spid=3D"_x0000_s1034" type=3D"#_x0000_t75" style=
=3D'position:absolute;
  margin-left:153.15pt;margin-top:9.55pt;width:297.75pt;height:446.7pt;
  z-index:-15726080;visibility:visible;mso-wrap-style:square;
  mso-wrap-distance-left:0;mso-wrap-distance-top:0;mso-wrap-distance-right:=
0;
  mso-wrap-distance-bottom:0;mso-position-horizontal:absolute;
  mso-position-horizontal-relative:page;mso-position-vertical:absolute;
  mso-position-vertical-relative:text'>
  <v:imagedata src=3D"1201-RTE-36-e1_archivos/image013.jpg" o:title=3D""/>
  <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
  <w:wrap type=3D"topAndBottom" anchorx=3D"page"/>
 </v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>
 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D204 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D397 height=3D596 src=3D"1201-RTE-36-e1_archivos/image01=
4.jpg"
   v:shapes=3D"Image_x0020_23"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
7.0pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:5.1pt'><i style=3D'mso-bidi-font=
-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.75pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Con el objetivo de buscar los
hiperpar&aacute;metros que brinden un mejor rendimiento para el modelo, se
aplic&oacute; Grid Search en combinaci&oacute;n con validaci&oacute;n cruza=
da.
Esta combinaci&oacute;n de t&eacute;cnicas es ampliamente utilizada debido =
a su
capacidad para buscar los hiperpar&aacute;metros <span style=3D'letter-spac=
ing:
-.1pt'>&oacute;ptimos</span><span style=3D'letter-spacing:-.35pt'> </span><=
span
style=3D'letter-spacing:-.1pt'>de</span><span style=3D'letter-spacing:-.35p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>manera</span><span style=3D'letter-spacing:-=
.35pt'> </span><span
style=3D'letter-spacing:-.1pt'>rigurosa</span><span style=3D'letter-spacing=
:-.35pt'>
</span><span style=3D'letter-spacing:-.1pt'>y</span><span style=3D'letter-s=
pacing:
-.35pt'> </span><span style=3D'letter-spacing:-.1pt'>sistem&aacute;tica.</s=
pan><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Seg&uacute;n</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>un</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>art&iacute;culo</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>en</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Scikit-learn</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>documentation,</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>este </span>enfoque<span
style=3D'letter-spacing:-.75pt'> </span>asegura<span style=3D'letter-spacin=
g:-.75pt'>
</span>que<span style=3D'letter-spacing:-.75pt'> </span>los<span
style=3D'letter-spacing:-.75pt'> </span>modelos<span style=3D'letter-spacin=
g:-.75pt'>
</span>sean<span style=3D'letter-spacing:-.75pt'> </span>evaluados<span
style=3D'letter-spacing:-.75pt'> </span>exhaustivamente,<span style=3D'lett=
er-spacing:
-.75pt'> </span>utilizando<span style=3D'letter-spacing:-.75pt'> </span>sol=
o<span
style=3D'letter-spacing:-.75pt'> </span>una<span style=3D'letter-spacing:-.=
75pt'> </span>parte<span
style=3D'letter-spacing:-.75pt'> </span>del conjunto<span style=3D'letter-s=
pacing:
-.15pt'> </span>de<span style=3D'letter-spacing:-.1pt'> </span>datos<span
style=3D'letter-spacing:-.15pt'> </span>para<span style=3D'letter-spacing:-=
.1pt'> </span>la<span
style=3D'letter-spacing:-.1pt'> </span>selecci&oacute;n<span style=3D'lette=
r-spacing:
-.15pt'> </span>de<span style=3D'letter-spacing:-.1pt'> </span>hiperpar&aac=
ute;metros<span
style=3D'letter-spacing:-.15pt'> </span>y<span style=3D'letter-spacing:-.1p=
t'> </span>otra<span
style=3D'letter-spacing:-.1pt'> </span>parte<span style=3D'letter-spacing:-=
.15pt'> </span>para<span
style=3D'letter-spacing:-.1pt'> </span>la<span style=3D'letter-spacing:-.1p=
t'> </span>evaluaci&oacute;n<span
style=3D'letter-spacing:-.15pt'> </span>final,<span style=3D'letter-spacing=
:-.1pt'>
</span>lo que reduce el riesgo de sobreajuste (Scikit-learn, 2018).</span><=
/p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:103%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection11>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.7pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>En<span style=3D'letter-spacing:2.=
0pt'> </span>la<span
style=3D'letter-spacing:2.0pt'> </span>Tabla<span style=3D'letter-spacing:2=
.0pt'> </span>2<span
style=3D'letter-spacing:2.0pt'> </span>se<span style=3D'letter-spacing:2.0p=
t'> </span>observa<span
style=3D'letter-spacing:2.0pt'> </span>la<span style=3D'letter-spacing:2.0p=
t'> </span>descripci&oacute;n<span
style=3D'letter-spacing:2.0pt'> </span>de<span style=3D'letter-spacing:2.0p=
t'> </span>los<span
style=3D'letter-spacing:2.0pt'> </span>hiperparametros<span style=3D'letter=
-spacing:
2.0pt'> </span>a<span style=3D'letter-spacing:2.0pt'> </span>optimizar<span
style=3D'letter-spacing:2.0pt'> </span>para este modelo, definiendo los ran=
gos
que pueden tener y el incremento que va a ser utilizado para la b&uacute;sq=
ueda
exhaustiva. Para este proceso se defini&oacute; un conjunto de todas las
posibles combinaciones de w y t, para posteriormente realizar una
validaci&oacute;n cruzada k-fold. En este caso<span style=3D'letter-spacing=
:-.4pt'>
</span>se<span style=3D'letter-spacing:-.4pt'> </span>utiliz&oacute;<span
style=3D'letter-spacing:-.45pt'> </span>un<span style=3D'letter-spacing:-.4=
pt'> </span>k=3D5;<span
style=3D'letter-spacing:-.4pt'> </span>esto<span style=3D'letter-spacing:-.=
4pt'> </span>implica<span
style=3D'letter-spacing:-.45pt'> </span>dividir<span style=3D'letter-spacin=
g:-.4pt'>
</span>el<span style=3D'letter-spacing:-.4pt'> </span>conjunto<span
style=3D'letter-spacing:-.4pt'> </span>de<span style=3D'letter-spacing:-.4p=
t'> </span>datos<span
style=3D'letter-spacing:-.4pt'> </span>en<span style=3D'letter-spacing:-.4p=
t'> </span>cinco<span
style=3D'letter-spacing:-.4pt'> </span>pliegues<span style=3D'letter-spacin=
g:-.45pt'>
</span>para<span style=3D'letter-spacing:-.4pt'> </span>entrenar al modelo =
con
cuatro pliegues y probar con el pliegue restante, reiterando este proceso c=
inco
veces para cada combinaci&oacute;n de hiperpar&aacute;metros.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.4pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Para cada combinaci&oacute;n de
hiperpar&aacute;metros se obtuvieron las m&eacute;tricas que indican el
rendimiento del modelo. Los resultados de estas m&eacute;tricas en las
iteraciones de la validaci&oacute;n cruzada se promedian para obtener las m=
&eacute;tricas
representativas para cada combinaci&oacute;n de <span style=3D'letter-spaci=
ng:
-.1pt'>hiperpar&aacute;metros,</span><span style=3D'letter-spacing:-.75pt'>=
 </span><span
style=3D'letter-spacing:-.1pt'>lo</span><span style=3D'letter-spacing:-.65p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>que</span><span style=3D'letter-spacing:-.65=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>permite</span><span style=3D'letter-spacing:=
-.65pt'>
</span><span style=3D'letter-spacing:-.1pt'>identificar</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>la</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>configuraci&oacute;n</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>&oacute;ptima</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>que</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>maximiza</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>rendimiento
</span>del<span style=3D'letter-spacing:1.7pt'> </span>modelo.<span
style=3D'letter-spacing:1.7pt'> </span>Existen<span style=3D'letter-spacing=
:1.7pt'>
</span>diversas<span style=3D'letter-spacing:1.7pt'> </span>m&eacute;tricas=
<span
style=3D'letter-spacing:1.7pt'> </span>para<span style=3D'letter-spacing:1.=
7pt'> </span>evaluar<span
style=3D'letter-spacing:1.7pt'> </span>un<span style=3D'letter-spacing:1.7p=
t'> </span>modelo<span
style=3D'letter-spacing:1.7pt'> </span>y<span style=3D'letter-spacing:1.7pt=
'> </span>depende<span
style=3D'letter-spacing:1.7pt'> </span>de<span style=3D'letter-spacing:1.7p=
t'> </span>la<span
style=3D'letter-spacing:1.7pt'> </span>naturaleza del problema abordado cua=
l es
la m&eacute;trica que se requiere maximizar. En el contexto de esta
clasificaci&oacute;n de cursos se opt&oacute; por maximizar la m&eacute;tri=
ca
de precisi&oacute;n, ya que en este caso es crucial minimizar el n&uacute;m=
ero
de falsos positivos, es decir, evitar que se recomienden cursos que no sean
relevantes para las competencias definidas. Esta m&eacute;trica mide la
proporci&oacute;n de verdaderos positivos entre todos los clasificados como
positivos, y puede ser especialmente &uacute;til<span style=3D'letter-spaci=
ng:
-.25pt'> </span>cuando<span style=3D'letter-spacing:-.25pt'> </span>el<span
style=3D'letter-spacing:-.25pt'> </span>objetivo<span style=3D'letter-spaci=
ng:-.25pt'>
</span>es<span style=3D'letter-spacing:-.25pt'> </span>asegurar<span
style=3D'letter-spacing:-.25pt'> </span>que<span style=3D'letter-spacing:-.=
25pt'> </span>los<span
style=3D'letter-spacing:-.25pt'> </span>elementos<span style=3D'letter-spac=
ing:
-.25pt'> </span>etiquetados<span style=3D'letter-spacing:-.25pt'> </span>po=
sitivamente<span
style=3D'letter-spacing:-.25pt'> </span>sean<span style=3D'letter-spacing:-=
.25pt'> </span>correctos
(Saito &amp; Rehmsmeier, 2015). Esta m&eacute;trica es particularmente
relevante en conjuntos de datos desequilibrados, como es el caso en este
problema, donde la cantidad de cursos pertinentes es mucho menor que la
cantidad de cursos no pertinentes.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.3pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1><span lang=3DES style=3D'letter-spacing:-.1pt'>Tabla</span><span lang=
=3DES
style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.5pt'>2</span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Hiperpar&aacute;metros<span style=3D'letter-spac=
ing:
-.6pt'> </span>del<span style=3D'letter-spacing:-.55pt'> </span><span
style=3D'letter-spacing:-.1pt'>modelo</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.45pt;margin-right:0cm;margin-bo=
ttom:
.05pt;margin-left:0cm'><i style=3D'mso-bidi-font-style:normal'><span lang=
=3DES
style=3D'font-size:4.5pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span=
></i></p>

<table class=3DTableNormal border=3D1 cellspacing=3D0 cellpadding=3D0 style=
=3D'margin-left:
 21.7pt;border-collapse:collapse;mso-table-layout-alt:fixed;border:none;
 mso-border-alt:solid black 1.0pt;mso-yfti-tbllook:480;mso-padding-alt:0cm =
0cm 0cm 0cm;
 mso-border-insideh:1.0pt solid black;mso-border-insidev:1.0pt solid black'>
 <tr style=3D'mso-yfti-irow:0;mso-yfti-firstrow:yes;height:16.4pt'>
  <td width=3D130 valign=3Dtop style=3D'width:97.6pt;border:solid black 1.0=
pt;
  padding:0cm 0cm 0cm 0cm;height:16.4pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.85pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:.95pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>HIPERPAR&Aacute;METRO</span></b><b style=3D'mso-bid=
i-font-weight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t'><o:p></o:p></span></b></p>
  </td>
  <td width=3D268 valign=3Dtop style=3D'width:201.3pt;border:solid black 1.=
0pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:16.4pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.85pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:.9pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-wei=
ght:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>DESCRIPCI&Oacute;N</span></b><b style=3D'mso-bidi-f=
ont-weight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t'><o:p></o:p></span></b></p>
  </td>
  <td width=3D86 valign=3Dtop style=3D'width:64.55pt;border:solid black 1.0=
pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:16.4pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.85pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:.8pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-wei=
ght:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>RANGO</span></b><b style=3D'mso-bidi-font-weight:no=
rmal'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></b></p>
  </td>
  <td width=3D103 valign=3Dtop style=3D'width:77.5pt;border:solid black 1.0=
pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:16.4pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.85pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:.7pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-wei=
ght:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>INCREMENTO</span></b><b style=3D'mso-bidi-font-weig=
ht:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t'><o:p></o:p></span></b></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:1;height:27.35pt'>
  <td width=3D130 valign=3Dtop style=3D'width:97.6pt;border:solid black 1.0=
pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:.95pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt'>Peso del <span style=3D'letter-spacing:-=
.1pt'>t&iacute;tulo</span><o:p></o:p></span></p>
  </td>
  <td width=3D268 valign=3Dtop style=3D'width:201.3pt;border-top:none;borde=
r-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-left:3.95pt;text-a=
lign:left;
  line-height:103%'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-=
size:
  11.0pt;line-height:103%'>Determina la importancia relativa de la similitud
  del <span style=3D'letter-spacing:-.2pt'>t&iacute;tulo</span><span
  style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.2=
pt'>en</span><span
  style=3D'letter-spacing:-.1pt'> </span><span style=3D'letter-spacing:-.2p=
t'>comparaci&oacute;n</span><span
  style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.2=
pt'>con</span><span
  style=3D'letter-spacing:-.1pt'> </span><span style=3D'letter-spacing:-.2p=
t'>la</span><span
  style=3D'letter-spacing:-.1pt'> </span><span style=3D'letter-spacing:-.2p=
t'>similitud</span><span
  style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.2=
pt'>de</span><span
  style=3D'letter-spacing:-.1pt'> </span><span style=3D'letter-spacing:-.2p=
t'>la</span><span
  style=3D'letter-spacing:-.1pt'> </span><span style=3D'letter-spacing:-.2p=
t'>descripci&oacute;n.</span><o:p></o:p></span></p>
  </td>
  <td width=3D86 valign=3Dtop style=3D'width:64.55pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:.8pt;margin-bottom:.0001pt'><span lang=3DES style=3D'font=
-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>[0,1]</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D103 valign=3Dtop style=3D'width:77.5pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:.7pt;margin-bottom:.0001pt'><span lang=3DES style=3D'font=
-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'>0.1</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:2;mso-yfti-lastrow:yes;height:27.35pt'>
  <td width=3D130 valign=3Dtop style=3D'width:97.6pt;border:solid black 1.0=
pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:.95pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>Umbral</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D268 valign=3Dtop style=3D'width:201.3pt;border-top:none;borde=
r-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-left:3.95pt;text-a=
lign:left'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'>Define<span
  style=3D'letter-spacing:-.35pt'> </span>el<span style=3D'letter-spacing:-=
.35pt'> </span>valor<span
  style=3D'letter-spacing:-.35pt'> </span>m&iacute;nimo<span style=3D'lette=
r-spacing:
  -.35pt'> </span>de<span style=3D'letter-spacing:-.35pt'> </span>la<span
  style=3D'letter-spacing:-.35pt'> </span>similitud<span style=3D'letter-sp=
acing:
  -.3pt'> </span>ponderada<span style=3D'letter-spacing:-.35pt'> </span><sp=
an
  style=3D'letter-spacing:-.2pt'>para</span><o:p></o:p></span></p>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:.45pt;margin-r=
ight:0cm;
  margin-bottom:0cm;margin-left:3.95pt;margin-bottom:.0001pt;text-align:lef=
t'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'>que un curs=
o sea
  considerado <span style=3D'letter-spacing:-.1pt'>pertinente.</span><o:p><=
/o:p></span></p>
  </td>
  <td width=3D86 valign=3Dtop style=3D'width:64.55pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:.8pt;margin-bottom:.0001pt'><span lang=3DES style=3D'font=
-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>[0,1]</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D103 valign=3Dtop style=3D'width:77.5pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:.7pt;margin-bottom:.0001pt'><span lang=3DES style=3D'font=
-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'>0.1</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
</table>

<p class=3DMsoBodyText style=3D'margin-top:13.65pt;margin-right:5.6pt;margi=
n-bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>La Tabla 3 presenta los mejores
resultados obtenidos durante la primera pasada del Grid<span style=3D'lette=
r-spacing:
-.6pt'> </span>Search,<span style=3D'letter-spacing:-.6pt'> </span>una<span
style=3D'letter-spacing:-.6pt'> </span>t&eacute;cnica<span style=3D'letter-=
spacing:
-.6pt'> </span>utilizada<span style=3D'letter-spacing:-.6pt'> </span>para<s=
pan
style=3D'letter-spacing:-.6pt'> </span>optimizar<span style=3D'letter-spaci=
ng:-.6pt'>
</span>la<span style=3D'letter-spacing:-.6pt'> </span>selecci&oacute;n<span
style=3D'letter-spacing:-.6pt'> </span>de<span style=3D'letter-spacing:-.6p=
t'> </span>hiperpar&aacute;metros<span
style=3D'letter-spacing:-.6pt'> </span>en<span style=3D'letter-spacing:-.6p=
t'> </span>el<span
style=3D'letter-spacing:-.6pt'> </span>modelo. En este contexto, los
hiperpar&aacute;metros m&aacute;s efectivos fueron un peso del t&iacute;tulo
(w) de 0.2 y un umbral<span style=3D'letter-spacing:-.1pt'> </span>(t)<span
style=3D'letter-spacing:-.1pt'> </span>de<span style=3D'letter-spacing:-.1p=
t'> </span>0.8.<span
style=3D'letter-spacing:-.1pt'> </span>Esta<span style=3D'letter-spacing:-.=
1pt'> </span>combinaci&oacute;n<span
style=3D'letter-spacing:-.1pt'> </span>proporcion&oacute;<span style=3D'let=
ter-spacing:
-.1pt'> </span>una<span style=3D'letter-spacing:-.1pt'> </span>precisi&oacu=
te;n<span
style=3D'letter-spacing:-.1pt'> </span>de<span style=3D'letter-spacing:-.1p=
t'> </span>0.596,<span
style=3D'letter-spacing:-.1pt'> </span>lo<span style=3D'letter-spacing:-.1p=
t'> </span>que<span
style=3D'letter-spacing:-.1pt'> </span>indica<span style=3D'letter-spacing:=
-.1pt'> </span>que,<span
style=3D'letter-spacing:-.1pt'> </span>de las recomendaciones generadas, una
proporci&oacute;n considerable fue correcta. Sin embargo, esta mejora en la
precisi&oacute;n se obtuvo a costa de una disminuci&oacute;n en el recall, =
que
fue de 0.381.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.55pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>El recall es crucial para asegurar=
 que
el modelo identifique la mayor&iacute;a de los cursos relevantes, y una
disminuci&oacute;n en esta m&eacute;trica implica que hay m&aacute;s cursos
relevantes que no fueron recomendados (falsos negativos). No obstante, en e=
ste
escenario, se decidi&oacute; priorizar<span style=3D'letter-spacing:2.0pt'>=
 </span>la
precisi&oacute;n sobre el recall. La raz&oacute;n detr&aacute;s de esta
decisi&oacute;n es que se busca asegurar que los cursos<span style=3D'lette=
r-spacing:
-.6pt'> </span>que<span style=3D'letter-spacing:-.6pt'> </span>se<span
style=3D'letter-spacing:-.6pt'> </span>recomiendan<span style=3D'letter-spa=
cing:
-.6pt'> </span>sean<span style=3D'letter-spacing:-.6pt'> </span>altamente<s=
pan
style=3D'letter-spacing:-.6pt'> </span>pertinentes<span style=3D'letter-spa=
cing:
-.6pt'> </span>para<span style=3D'letter-spacing:-.6pt'> </span>los<span
style=3D'letter-spacing:-.6pt'> </span>usuarios,<span style=3D'letter-spaci=
ng:-.6pt'>
</span>incluso<span style=3D'letter-spacing:-.6pt'> </span>si<span
style=3D'letter-spacing:-.6pt'> </span>eso<span style=3D'letter-spacing:-.6=
pt'> </span>significa
no recomendar todos los cursos que podr&iacute;an ser relevantes. Este enfo=
que
es aceptable, ya que es<span style=3D'letter-spacing:-.45pt'> </span>prefer=
ible<span
style=3D'letter-spacing:-.45pt'> </span>evitar<span style=3D'letter-spacing=
:-.45pt'>
</span>la<span style=3D'letter-spacing:-.45pt'> </span>inclusi&oacute;n<span
style=3D'letter-spacing:-.45pt'> </span>de<span style=3D'letter-spacing:-.4=
5pt'> </span>cursos<span
style=3D'letter-spacing:-.45pt'> </span>no<span style=3D'letter-spacing:-.4=
5pt'> </span>pertinentes<span
style=3D'letter-spacing:-.45pt'> </span>en<span style=3D'letter-spacing:-.4=
5pt'> </span>las<span
style=3D'letter-spacing:-.45pt'> </span>recomendaciones,<span style=3D'lett=
er-spacing:
-.45pt'> </span>lo<span style=3D'letter-spacing:-.45pt'> </span>cual<span
style=3D'letter-spacing:-.45pt'> </span>podr&iacute;a disminuir la confianz=
a en
el sistema. Al asegurar la alta calidad de las recomendaciones, se mantiene=
<span
style=3D'letter-spacing:-.4pt'> </span>la<span style=3D'letter-spacing:-.35=
pt'> </span>relevancia<span
style=3D'letter-spacing:-.4pt'> </span>y<span style=3D'letter-spacing:-.35p=
t'> </span>efectividad<span
style=3D'letter-spacing:-.4pt'> </span>del<span style=3D'letter-spacing:-.3=
5pt'> </span>sistema,<span
style=3D'letter-spacing:-.4pt'> </span>aline&aacute;ndose<span style=3D'let=
ter-spacing:
-.4pt'> </span>con<span style=3D'letter-spacing:-.35pt'> </span>el<span
style=3D'letter-spacing:-.35pt'> </span>objetivo<span style=3D'letter-spaci=
ng:-.4pt'>
</span>de<span style=3D'letter-spacing:-.35pt'> </span>proporcionar<span
style=3D'letter-spacing:-.4pt'> </span>a los docentes cursos que realmente
contribuyan a mejorar sus competencias.</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:103%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection12>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.75pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Adem&aacute;s, el an&aacute;lisis =
de los
resultados sugiere que, aunque existe un trade-off entre precisi&oacute;n y
recall, la estrategia seleccionada optimiza el rendimiento del modelo de
acuerdo con<span style=3D'letter-spacing:-.45pt'> </span>las<span
style=3D'letter-spacing:-.45pt'> </span>prioridades<span style=3D'letter-sp=
acing:
-.45pt'> </span>del<span style=3D'letter-spacing:-.4pt'> </span>problema<sp=
an
style=3D'letter-spacing:-.4pt'> </span>en<span style=3D'letter-spacing:-.45=
pt'> </span>cuesti&oacute;n,<span
style=3D'letter-spacing:-.45pt'> </span>donde<span style=3D'letter-spacing:=
-.4pt'> </span>la<span
style=3D'letter-spacing:-.4pt'> </span>precisi&oacute;n<span style=3D'lette=
r-spacing:
-.45pt'> </span>es<span style=3D'letter-spacing:-.45pt'> </span>m&aacute;s<=
span
style=3D'letter-spacing:-.45pt'> </span>cr&iacute;tica<span style=3D'letter=
-spacing:
-.4pt'> </span>para<span style=3D'letter-spacing:-.4pt'> </span>el<span
style=3D'letter-spacing:-.4pt'> </span>&eacute;xito<span style=3D'letter-sp=
acing:
-.45pt'> </span>del sistema<span style=3D'letter-spacing:-.2pt'> </span>de<=
span
style=3D'letter-spacing:-.2pt'> </span>recomendaci&oacute;n.<span
style=3D'letter-spacing:-.2pt'> </span>Sin<span style=3D'letter-spacing:-.2=
pt'> </span>embargo,<span
style=3D'letter-spacing:-.2pt'> </span>es<span style=3D'letter-spacing:-.2p=
t'> </span>importante<span
style=3D'letter-spacing:-.2pt'> </span>tener<span style=3D'letter-spacing:-=
.2pt'> </span>en<span
style=3D'letter-spacing:-.2pt'> </span>cuenta<span style=3D'letter-spacing:=
-.2pt'> </span>que<span
style=3D'letter-spacing:-.2pt'> </span>futuras<span style=3D'letter-spacing=
:-.2pt'>
</span>iteraciones del<span style=3D'letter-spacing:-.5pt'> </span>modelo<s=
pan
style=3D'letter-spacing:-.5pt'> </span>podr&iacute;an<span style=3D'letter-=
spacing:
-.5pt'> </span>explorar<span style=3D'letter-spacing:-.5pt'> </span>un<span
style=3D'letter-spacing:-.5pt'> </span>balance<span style=3D'letter-spacing=
:-.5pt'>
</span>diferente<span style=3D'letter-spacing:-.5pt'> </span>o<span
style=3D'letter-spacing:-.5pt'> </span>buscar<span style=3D'letter-spacing:=
-.5pt'> </span>formas<span
style=3D'letter-spacing:-.5pt'> </span>de<span style=3D'letter-spacing:-.5p=
t'> </span>mejorar<span
style=3D'letter-spacing:-.5pt'> </span>tanto<span style=3D'letter-spacing:-=
.5pt'> </span>la<span
style=3D'letter-spacing:-.5pt'> </span>precisi&oacute;n como el recall,
dependiendo de las necesidades espec&iacute;ficas del sistema y el feedback=
 de
los <span style=3D'letter-spacing:-.1pt'>usuarios.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1><span lang=3DES style=3D'letter-spacing:-.1pt'>Tabla</span><span lang=
=3DES
style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.5pt'>3</span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Mejores<span style=3D'letter-spacing:-.4pt'> </s=
pan>Resultados<span
style=3D'letter-spacing:-.4pt'> </span>Grid<span style=3D'letter-spacing:-.=
35pt'> </span>Search<span
style=3D'letter-spacing:-.35pt'> </span>(primera<span style=3D'letter-spaci=
ng:-.35pt'>
</span><span style=3D'letter-spacing:-.1pt'>pasada)</span><o:p></o:p></span=
></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><i style=3D'mso-bidi-font-=
style:
normal'><span lang=3DES style=3D'font-size:4.5pt;mso-bidi-font-size:12.0pt'=
><o:p>&nbsp;</o:p></span></i></p>

<table class=3DTableNormal border=3D1 cellspacing=3D0 cellpadding=3D0 style=
=3D'margin-left:
 22.1pt;border-collapse:collapse;mso-table-layout-alt:fixed;border:none;
 mso-border-alt:solid black 1.0pt;mso-yfti-tbllook:480;mso-padding-alt:0cm =
0cm 0cm 0cm;
 mso-border-insideh:1.0pt solid black;mso-border-insidev:1.0pt solid black'>
 <tr style=3D'mso-yfti-irow:0;mso-yfti-firstrow:yes;height:27.2pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.2pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:2.85pt;margin-=
right:
  13.0pt;margin-bottom:0cm;margin-left:19.2pt;margin-bottom:.0001pt;text-al=
ign:
  left;text-indent:-4.4pt;line-height:103%'><b style=3D'mso-bidi-font-weigh=
t:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  line-height:103%'>PESO<span style=3D'letter-spacing:-.6pt'> </span>DEL <s=
pan
  style=3D'letter-spacing:-.1pt'>TITULO</span><o:p></o:p></span></b></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border:solid black 1.0p=
t;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:27.2pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.25pt'><b style=3D'mso-bid=
i-font-weight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>UMBRAL</span></b><b style=3D'mso-bidi-font-weight:n=
ormal'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></b></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border:solid black 1.0p=
t;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:27.2pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.25pt;margin-right:.55pt;
  margin-bottom:0cm;margin-left:1.45pt;margin-bottom:.0001pt'><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
9.0pt;
  mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>PRECISI&Oacute;N</span></=
b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
9.0pt;
  mso-bidi-font-size:11.0pt'><o:p></o:p></span></b></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border:solid black 1.0p=
t;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:27.2pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.25pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:1.4pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>RECALL</span></b><b style=3D'mso-bidi-font-weight:n=
ormal'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></b></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border:solid black 1.0p=
t;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:27.2pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.25pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
9.0pt;
  mso-bidi-font-size:11.0pt'>F1-<span style=3D'letter-spacing:-.1pt'>SCORE<=
/span><o:p></o:p></span></b></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.2pt;border:solid black 1.0p=
t;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:27.2pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.25pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:1.25pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-w=
eight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>ACCURACY</span></b><b style=3D'mso-bidi-font-weight=
:normal'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></b></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:1;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.2</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.8</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.596</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.381</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.454</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.2pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.3pt;mar=
gin-bottom:
  0cm;margin-left:1.25pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.789</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:2;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.3</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.8</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.496</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.147</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>=
0.22</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.2pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.3pt;mar=
gin-bottom:
  0cm;margin-left:1.25pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.777</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:3;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.5pt'>=
1</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.7</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.466</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.103</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.168</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.2pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.3pt;mar=
gin-bottom:
  0cm;margin-left:1.25pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.766</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:4;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.1</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.8</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.458</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.536</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.485</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.2pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.3pt;mar=
gin-bottom:
  0cm;margin-left:1.25pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.726</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:5;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.8</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.7</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.457</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.259</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.325</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.2pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.3pt;mar=
gin-bottom:
  0cm;margin-left:1.25pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.748</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:6;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.9</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.7</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.434</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.155</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.227</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.2pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.3pt;mar=
gin-bottom:
  0cm;margin-left:1.25pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.756</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:7;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.7</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.7</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.406</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.397</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.399</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.2pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.3pt;mar=
gin-bottom:
  0cm;margin-left:1.25pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.724</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:8;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.5</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.8</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.4</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.017</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.033</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.2pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.3pt;mar=
gin-bottom:
  0cm;margin-left:1.25pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.769</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:9;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.4</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.8</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>=
0.35</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.043</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.076</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.2pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.3pt;mar=
gin-bottom:
  0cm;margin-left:1.25pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.769</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:10;mso-yfti-lastrow:yes;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.95pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.6</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.95pt;margin-right:.5pt;
  margin-bottom:0cm;margin-left:1.45pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>0.7</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.95pt;margin-right:.5pt;
  margin-bottom:0cm;margin-left:1.45pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.325</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.95pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.543</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.95pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.404</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.2pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.95pt;margin-right:.3pt;
  margin-bottom:0cm;margin-left:1.25pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>=
0.63</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
</table>

<p class=3DMsoBodyText style=3D'margin-top:.1pt'><i style=3D'mso-bidi-font-=
style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.6pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Despu&eacute;s de los resultados
obtenidos en la primera pasada del Grid Search, se decidi&oacute; realizar =
una
segunda pasada para afinar a&uacute;n m&aacute;s la precisi&oacute;n del
modelo. En esta iteraci&oacute;n, se utiliz&oacute; un rango m&aacute;s
espec&iacute;fico de valores de los hiperpar&aacute;metros, centrado alrede=
dor
de los valores previamente identificados como prometedores. El objetivo de =
esta
segunda b&uacute;squeda era<span style=3D'letter-spacing:-.5pt'> </span>opt=
imizar<span
style=3D'letter-spacing:-.5pt'> </span>con<span style=3D'letter-spacing:-.5=
pt'> </span>mayor<span
style=3D'letter-spacing:-.5pt'> </span>precisi&oacute;n<span style=3D'lette=
r-spacing:
-.5pt'> </span>los<span style=3D'letter-spacing:-.5pt'> </span>hiperpar&aac=
ute;metros<span
style=3D'letter-spacing:-.5pt'> </span>clave,<span style=3D'letter-spacing:=
-.5pt'> </span>asegurando<span
style=3D'letter-spacing:-.5pt'> </span>que<span style=3D'letter-spacing:-.5=
pt'> </span>se<span
style=3D'letter-spacing:-.5pt'> </span>exploraran<span style=3D'letter-spac=
ing:
-.5pt'> </span>las configuraciones m&aacute;s cercanas al &oacute;ptimo para
mejorar el rendimiento del modelo.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.5pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Como resultado de esta segunda
b&uacute;squeda, los valores &oacute;ptimos identificados fueron<span
style=3D'letter-spacing:2.0pt'> </span>un peso del t&iacute;tulo (w) de 0.2=
15 y
un umbral (t) de 0.811. Como se muestra en la Tabla 4,<span style=3D'letter=
-spacing:
4.0pt'> </span>estos hiperpar&aacute;metros produjeron una precisi&oacute;n=
 de
0.624, una mejora notable respecto a los resultados anteriores. Aunque el
recall no mostr&oacute; una mejora significativa y se mantuvo en valores<sp=
an
style=3D'letter-spacing:-.7pt'> </span>similares<span style=3D'letter-spaci=
ng:-.7pt'>
</span>a<span style=3D'letter-spacing:-.7pt'> </span>los<span style=3D'lett=
er-spacing:
-.7pt'> </span>de<span style=3D'letter-spacing:-.7pt'> </span>la<span
style=3D'letter-spacing:-.7pt'> </span>primera<span style=3D'letter-spacing=
:-.7pt'>
</span>pasada<span style=3D'letter-spacing:-.7pt'> </span>(0.251),<span
style=3D'letter-spacing:-.7pt'> </span>la<span style=3D'letter-spacing:-.7p=
t'> </span>precisi&oacute;n<span
style=3D'letter-spacing:-.7pt'> </span>fue<span style=3D'letter-spacing:-.7=
pt'> </span>la<span
style=3D'letter-spacing:-.7pt'> </span>m&eacute;trica<span style=3D'letter-=
spacing:
-.7pt'> </span>que<span style=3D'letter-spacing:-.7pt'> </span>experiment&o=
acute;
el mayor beneficio.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES style=3D'letter-spacing:-.1pt'>La<=
/span><span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>mejora</span><span lang=3DES style=3D'letter-spacing:-.5pt'> </span>=
<span
lang=3DES style=3D'letter-spacing:-.1pt'>en</span><span lang=3DES style=3D'=
letter-spacing:
-.5pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>la</span><span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>precisi&oacute;n</span><span lang=3DES style=3D'letter-spacing:-.5pt=
'> </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>significa</span><span lang=3DES
style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.1pt'>que</span><span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>el</span><span lang=3DES style=3D'letter-spacing:-.5pt'> </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>modelo</span><span lang=3DES
style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.1pt'>es</span><span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>ahora</span><span lang=3DES style=3D'letter-spacing:-.5pt'> </span><=
span
lang=3DES style=3D'letter-spacing:-.1pt'>m&aacute;s</span><span lang=3DES
style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.1pt'>eficaz</span><span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>en</span><span lang=3DES style=3D'letter-spacing:-.5pt'> </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>la</span><span lang=3DES style=3D'=
letter-spacing:
-.5pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>identificaci&=
oacute;n
</span><span lang=3DES>de cursos altamente relevantes para los usuarios,
minimizando la inclusi&oacute;n de cursos que no cumplen<span style=3D'lett=
er-spacing:
-.15pt'> </span>con<span style=3D'letter-spacing:-.15pt'> </span>los<span
style=3D'letter-spacing:-.15pt'> </span>criterios<span style=3D'letter-spac=
ing:
-.15pt'> </span>deseados.<span style=3D'letter-spacing:-.15pt'> </span>Este=
<span
style=3D'letter-spacing:-.15pt'> </span>resultado<span style=3D'letter-spac=
ing:
-.15pt'> </span>es<span style=3D'letter-spacing:-.15pt'> </span>especialmen=
te<span
style=3D'letter-spacing:-.15pt'> </span>relevante<span style=3D'letter-spac=
ing:
-.15pt'> </span>para<span style=3D'letter-spacing:-.15pt'> </span>el<span
style=3D'letter-spacing:-.15pt'> </span>contexto en<span style=3D'letter-sp=
acing:
-.75pt'> </span>el<span style=3D'letter-spacing:-.75pt'> </span>que<span
style=3D'letter-spacing:-.75pt'> </span>se<span style=3D'letter-spacing:-.7=
5pt'> </span>aplica,<span
style=3D'letter-spacing:-.75pt'> </span>donde<span style=3D'letter-spacing:=
-.75pt'>
</span>la<span style=3D'letter-spacing:-.75pt'> </span>exactitud<span
style=3D'letter-spacing:-.75pt'> </span>en<span style=3D'letter-spacing:-.7=
5pt'> </span>las<span
style=3D'letter-spacing:-.75pt'> </span>recomendaciones<span style=3D'lette=
r-spacing:
-.75pt'> </span>es<span style=3D'letter-spacing:-.75pt'> </span>prioritaria=
.<span
style=3D'letter-spacing:-.75pt'> </span>La<span style=3D'letter-spacing:-.7=
5pt'> </span>ligera<span
style=3D'letter-spacing:-.75pt'> </span>reducci&oacute;n en el recall es un=
 costo
aceptable en este caso, ya que la estrategia sigue siendo asegurar que los
cursos recomendados sean lo m&aacute;s pertinentes posible, a&uacute;n si e=
sto
implica no captar todos los cursos relevantes disponibles.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.7pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Adem&aacute;s,<span style=3D'lette=
r-spacing:
-.75pt'> </span>la<span style=3D'letter-spacing:-.75pt'> </span>Tabla<span
style=3D'letter-spacing:-.75pt'> </span>4<span style=3D'letter-spacing:-.7p=
t'> </span>muestra<span
style=3D'letter-spacing:-.7pt'> </span>que<span style=3D'letter-spacing:-.7=
pt'> </span>la<span
style=3D'letter-spacing:-.7pt'> </span>precisi&oacute;n<span style=3D'lette=
r-spacing:
-.7pt'> </span>lograda<span style=3D'letter-spacing:-.7pt'> </span>con<span
style=3D'letter-spacing:-.75pt'> </span>estos<span style=3D'letter-spacing:=
-.75pt'>
</span>hiperpar&aacute;metros<span style=3D'letter-spacing:-.75pt'> </span>=
tambi&eacute;n
est&aacute; acompa&ntilde;ada<span style=3D'letter-spacing:.05pt'> </span>p=
or<span
style=3D'letter-spacing:.05pt'> </span>un<span style=3D'letter-spacing:.05p=
t'> </span>F1-Score<span
style=3D'letter-spacing:.05pt'> </span>de<span style=3D'letter-spacing:.05p=
t'> </span>0.349<span
style=3D'letter-spacing:.05pt'> </span>y<span style=3D'letter-spacing:.05pt=
'> </span>una<span
style=3D'letter-spacing:.05pt'> </span>precisi&oacute;n<span style=3D'lette=
r-spacing:
.05pt'> </span>global<span style=3D'letter-spacing:.05pt'> </span>(accuracy=
)<span
style=3D'letter-spacing:.05pt'> </span>de<span style=3D'letter-spacing:.05p=
t'> </span>0.796,<span
style=3D'letter-spacing:.05pt'> </span>lo<span style=3D'letter-spacing:.05p=
t'> </span><span
style=3D'letter-spacing:-.25pt'>que</span></span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:103%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection13>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.85pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span lang=3DES>indica un buen balance general entre las m&eacute;tri=
cas de
rendimiento. Estos resultados sugieren que el ajuste fino realizado en esta
segunda pasada ha permitido al modelo alcanzar un nivel m&aacute;s<span
style=3D'letter-spacing:-.55pt'> </span>elevado<span style=3D'letter-spacin=
g:-.55pt'>
</span>de<span style=3D'letter-spacing:-.55pt'> </span>rendimiento,<span
style=3D'letter-spacing:-.55pt'> </span>adecu&aacute;ndose<span style=3D'le=
tter-spacing:
-.55pt'> </span>mejor<span style=3D'letter-spacing:-.55pt'> </span>a<span
style=3D'letter-spacing:-.55pt'> </span>los<span style=3D'letter-spacing:-.=
55pt'> </span>objetivos<span
style=3D'letter-spacing:-.55pt'> </span>del<span style=3D'letter-spacing:-.=
55pt'> </span>sistema<span
style=3D'letter-spacing:-.55pt'> </span>de<span style=3D'letter-spacing:-.5=
5pt'> </span>recomendaci&oacute;n.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.95pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES style=3D'letter-spacing:-.1pt'>Fin=
almente,</span><span
lang=3DES style=3D'letter-spacing:-.35pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>es</span><span lang=3DES style=3D'letter-spacing:-.35pt'> </span><sp=
an
lang=3DES style=3D'letter-spacing:-.1pt'>importante</span><span lang=3DES
style=3D'letter-spacing:-.35pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>destacar</span><span
lang=3DES style=3D'letter-spacing:-.35pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>que</span><span lang=3DES style=3D'letter-spacing:-.35pt'> </span><s=
pan
lang=3DES style=3D'letter-spacing:-.1pt'>este</span><span lang=3DES style=
=3D'letter-spacing:
-.35pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>proceso</spa=
n><span
lang=3DES style=3D'letter-spacing:-.35pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>iterativo</span><span lang=3DES style=3D'letter-spacing:-.35pt'> </s=
pan><span
lang=3DES style=3D'letter-spacing:-.1pt'>de</span><span lang=3DES style=3D'=
letter-spacing:
-.35pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>ajuste</span=
><span
lang=3DES style=3D'letter-spacing:-.35pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>y</span><span lang=3DES style=3D'letter-spacing:-.35pt'> </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>optimizaci&oacute;n</span><span la=
ng=3DES
style=3D'letter-spacing:-.35pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>es
</span><span lang=3DES style=3D'letter-spacing:-.2pt'>fundamental para mejo=
rar
continuamente la calidad de las recomendaciones, y futuras iteraciones </sp=
an><span
lang=3DES>podr&iacute;an<span style=3D'letter-spacing:-.1pt'> </span>contin=
uar<span
style=3D'letter-spacing:-.1pt'> </span>afinando<span style=3D'letter-spacin=
g:-.05pt'>
</span>los<span style=3D'letter-spacing:-.1pt'> </span>hiperpar&aacute;metr=
os<span
style=3D'letter-spacing:-.1pt'> </span>para<span style=3D'letter-spacing:-.=
05pt'> </span>adaptarse<span
style=3D'letter-spacing:-.1pt'> </span>a<span style=3D'letter-spacing:-.05p=
t'> </span>cambios<span
style=3D'letter-spacing:-.1pt'> </span>en<span style=3D'letter-spacing:-.05=
pt'> </span>los<span
style=3D'letter-spacing:-.05pt'> </span>datos<span style=3D'letter-spacing:=
-.1pt'> </span>o<span
style=3D'letter-spacing:-.05pt'> </span>en<span style=3D'letter-spacing:-.0=
5pt'> </span>las
necesidades de los usuarios.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.45pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1><span lang=3DES style=3D'letter-spacing:-.1pt'>Tabla</span><span lang=
=3DES
style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.5pt'>4</span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Mejores<span style=3D'letter-spacing:-.4pt'> </s=
pan>Resultados<span
style=3D'letter-spacing:-.4pt'> </span>Grid<span style=3D'letter-spacing:-.=
35pt'> </span>Search<span
style=3D'letter-spacing:-.35pt'> </span>(segunda<span style=3D'letter-spaci=
ng:-.35pt'>
</span><span style=3D'letter-spacing:-.1pt'>pasada)</span><o:p></o:p></span=
></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.45pt;margin-right:0cm;margin-bo=
ttom:
.05pt;margin-left:0cm'><i style=3D'mso-bidi-font-style:normal'><span lang=
=3DES
style=3D'font-size:4.5pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span=
></i></p>

<table class=3DTableNormal border=3D1 cellspacing=3D0 cellpadding=3D0 style=
=3D'margin-left:
 23.15pt;border-collapse:collapse;mso-table-layout-alt:fixed;border:none;
 mso-border-alt:solid black 1.0pt;mso-yfti-tbllook:480;mso-padding-alt:0cm =
0cm 0cm 0cm;
 mso-border-insideh:1.0pt solid black;mso-border-insidev:1.0pt solid black'>
 <tr style=3D'mso-yfti-irow:0;mso-yfti-firstrow:yes;height:27.2pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.2pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:2.85pt;margin-=
right:
  13.0pt;margin-bottom:0cm;margin-left:19.2pt;margin-bottom:.0001pt;text-al=
ign:
  left;text-indent:-4.4pt;line-height:103%'><b style=3D'mso-bidi-font-weigh=
t:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  line-height:103%'>PESO<span style=3D'letter-spacing:-.6pt'> </span>DEL <s=
pan
  style=3D'letter-spacing:-.1pt'>TITULO</span><o:p></o:p></span></b></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border:solid black 1.0p=
t;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:27.2pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.25pt'><b style=3D'mso-bid=
i-font-weight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>UMBRAL</span></b><b style=3D'mso-bidi-font-weight:n=
ormal'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></b></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border:solid black 1.0p=
t;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:27.2pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.25pt;margin-right:.55pt;
  margin-bottom:0cm;margin-left:1.45pt;margin-bottom:.0001pt'><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
9.0pt;
  mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>PRECISI&Oacute;N</span></=
b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
9.0pt;
  mso-bidi-font-size:11.0pt'><o:p></o:p></span></b></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border:solid black 1.0p=
t;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:27.2pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.25pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:1.4pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>RECALL</span></b><b style=3D'mso-bidi-font-weight:n=
ormal'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></b></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border:solid black 1.0p=
t;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:27.2pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.25pt;margin-right:.55pt;
  margin-bottom:0cm;margin-left:1.45pt;margin-bottom:.0001pt'><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
9.0pt;
  mso-bidi-font-size:11.0pt'>F1-<span style=3D'letter-spacing:-.1pt'>SCORE<=
/span><o:p></o:p></span></b></p>
  </td>
  <td width=3D96 valign=3Dtop style=3D'width:71.8pt;border:solid black 1.0p=
t;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:27.2pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.25pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:1.2pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>ACCURACY</span></b><b style=3D'mso-bidi-font-weight=
:normal'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></b></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:1;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.2pt;mar=
gin-bottom:
  0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.215</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.811</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.624</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.251</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.349</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D96 valign=3Dtop style=3D'width:71.8pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.3pt;mar=
gin-bottom:
  0cm;margin-left:1.2pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.796</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:2;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.216</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.811</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.618</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.243</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.339</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D96 valign=3Dtop style=3D'width:71.8pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.25pt;
  margin-bottom:0cm;margin-left:1.2pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.794</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:3;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.221</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.45pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>=
0.81</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.618</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.45pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.243</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.5pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.339</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D96 valign=3Dtop style=3D'width:71.8pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.25pt;
  margin-bottom:0cm;margin-left:1.2pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.794</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:4;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.227</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.45pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.808</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.45pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.611</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.4pt;mar=
gin-bottom:
  0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.243</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.45pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.338</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D96 valign=3Dtop style=3D'width:71.8pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.25pt;
  margin-bottom:0cm;margin-left:1.2pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.792</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:5;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.1pt;mar=
gin-bottom:
  0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>0.24</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.4pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.805</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.45pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.611</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.4pt;mar=
gin-bottom:
  0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.243</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.45pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.338</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D96 valign=3Dtop style=3D'width:71.8pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.2pt;mar=
gin-bottom:
  0cm;margin-left:1.2pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.792</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:6;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.1pt;mar=
gin-bottom:
  0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.232</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.4pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.807</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.4pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.611</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.4pt;mar=
gin-bottom:
  0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.243</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.45pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.338</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D96 valign=3Dtop style=3D'width:71.8pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.2pt;mar=
gin-bottom:
  0cm;margin-left:1.2pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.792</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:7;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.05pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.231</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.4pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.807</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.4pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.611</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.35pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.243</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.4pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.338</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D96 valign=3Dtop style=3D'width:71.8pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.2pt;mar=
gin-bottom:
  0cm;margin-left:1.2pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.792</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:8;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.05pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.239</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.35pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.805</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.4pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.611</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.35pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.243</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.4pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.338</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D96 valign=3Dtop style=3D'width:71.8pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.2pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.792</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:9;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.05pt;
  margin-bottom:0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.223</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.35pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.809</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.35pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.611</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.3pt;mar=
gin-bottom:
  0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.243</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.35pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.338</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D96 valign=3Dtop style=3D'width:71.8pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.2pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.792</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:10;mso-yfti-lastrow:yes;height:16.55pt'>
  <td width=3D98 valign=3Dtop style=3D'width:73.5pt;border:solid black 1.0p=
t;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.95pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:1.15pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>0.228</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.95pt;margin-right:.35pt;
  margin-bottom:0cm;margin-left:1.45pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.808</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.95pt;margin-right:.35pt;
  margin-bottom:0cm;margin-left:1.45pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.611</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D98 valign=3Dtop style=3D'width:73.7pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.95pt;margin-right:.3pt;
  margin-bottom:0cm;margin-left:1.4pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.243</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D97 valign=3Dtop style=3D'width:73.0pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.95pt;margin-right:.35pt;
  margin-bottom:0cm;margin-left:1.45pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.338</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D96 valign=3Dtop style=3D'width:71.8pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.95pt;margin-right:.15pt;
  margin-bottom:0cm;margin-left:1.2pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
0.792</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
</table>

<p class=3DMsoBodyText style=3D'margin-top:1.3pt'><i style=3D'mso-bidi-font=
-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.55pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>Los resultados de este proceso de
optimizaci&oacute;n y evaluaci&oacute;n muestran que el modelo actual
proporciona recomendaciones de moderada precisi&oacute;n, lo cual es adecua=
do
para las necesidades actuales del sistema, pero es importante trabajar a fu=
turo
en la optimizaci&oacute;n de este<span style=3D'letter-spacing:-.25pt'> </s=
pan>modelo<span
style=3D'letter-spacing:-.25pt'> </span>para<span style=3D'letter-spacing:-=
.25pt'> </span>poder<span
style=3D'letter-spacing:-.25pt'> </span>asegurar<span style=3D'letter-spaci=
ng:-.25pt'>
</span>que<span style=3D'letter-spacing:-.25pt'> </span>se<span style=3D'le=
tter-spacing:
-.25pt'> </span>recomienden<span style=3D'letter-spacing:-.25pt'> </span>to=
dos<span
style=3D'letter-spacing:-.25pt'> </span>los<span style=3D'letter-spacing:-.=
25pt'> </span>cursos<span
style=3D'letter-spacing:-.25pt'> </span>pertinentes<span style=3D'letter-sp=
acing:
-.25pt'> </span>posibles<span style=3D'letter-spacing:-.25pt'> </span>y<span
style=3D'letter-spacing:-.25pt'> </span>se minimicen los falsos negativos en
futuras iteraciones del sistema.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h2><span lang=3DES style=3D'letter-spacing:-.1pt'>Clasificaci&oacute;n</sp=
an><span
lang=3DES style=3D'letter-spacing:-.05pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>utilizando</span><span lang=3DES style=3D'letter-spacing:.05pt'> </s=
pan><span
lang=3DES style=3D'letter-spacing:-.1pt'>la</span><span lang=3DES style=3D'=
letter-spacing:
.05pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>clasificaci&o=
acute;n</span><span
lang=3DES> <span style=3D'letter-spacing:-.1pt'>de</span><span style=3D'let=
ter-spacing:
.05pt'> </span><span style=3D'letter-spacing:-.1pt'>Bloom</span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt;margin-right:5.5pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>La clasificaci&oacute;n de Bloom, =
creada
por Benjamin Bloom en 1956, es un marco para clasificar los objetivos
educativos, que ha sido ampliamente utilizado en el &aacute;mbito educativo
desde su desarrollo. Los educadores emplean esta clasificaci&oacute;n o
taxonom&iacute;a para establecer objetivos de aprendizaje, dise&ntilde;ar
actividades de ense&ntilde;anza y evaluaci&oacute;n, y garantizar que se
aborden diferentes niveles cognitivos. En su art&iacute;culo &quot;A<span
style=3D'letter-spacing:-.35pt'> </span>Revision of Bloom&#8217;s Taxonomy:=
<span
style=3D'letter-spacing:-.35pt'> </span>An Overview&quot;,<span style=3D'le=
tter-spacing:
-.25pt'> </span>Krathwohl<span style=3D'letter-spacing:-.25pt'> </span>(200=
2)<span
style=3D'letter-spacing:-.25pt'> </span>enfatiza<span style=3D'letter-spaci=
ng:-.3pt'>
</span>la<span style=3D'letter-spacing:-.25pt'> </span>relevancia<span
style=3D'letter-spacing:-.3pt'> </span>de<span style=3D'letter-spacing:-.25=
pt'> </span>la<span
style=3D'letter-spacing:-.25pt'> </span>taxonom&iacute;a<span style=3D'lett=
er-spacing:
-.3pt'> </span>revisada<span style=3D'letter-spacing:-.3pt'> </span>en<span
style=3D'letter-spacing:-.25pt'> </span>la<span style=3D'letter-spacing:-.2=
5pt'> </span>evaluaci&oacute;n
<span style=3D'letter-spacing:-.1pt'>y</span><span style=3D'letter-spacing:=
-.15pt'>
</span><span style=3D'letter-spacing:-.1pt'>planificaci&oacute;n</span><span
style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.1pt=
'>educativa.</span><span
style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Esta</span><span
style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.1pt=
'>taxonom&iacute;a</span><span
style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.1pt=
'>inicialmente</span><span
style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.1pt=
'>clasifica</span><span
style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.1pt=
'>aprendizaje</span><span
style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.1pt=
'>cognitivo</span><span
style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.1pt=
'>en</span><span
style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.1pt=
'>seis </span>niveles:<span
style=3D'letter-spacing:-.55pt'> </span>Conocer,<span style=3D'letter-spaci=
ng:-.25pt'>
</span>Entender,<span style=3D'letter-spacing:-.75pt'> </span>Aplicar,<span
style=3D'letter-spacing:-.75pt'> </span>Analizar,<span style=3D'letter-spac=
ing:
-.25pt'> </span>Evaluar<span style=3D'letter-spacing:-.25pt'> </span>y<span
style=3D'letter-spacing:-.25pt'> </span>Crear.<span style=3D'letter-spacing=
:-.25pt'>
</span>En<span style=3D'letter-spacing:-.25pt'> </span>el<span style=3D'let=
ter-spacing:
-.25pt'> </span>contexto<span style=3D'letter-spacing:-.3pt'> </span>de<span
style=3D'letter-spacing:-.25pt'> </span>la<span style=3D'letter-spacing:-.2=
5pt'> </span>educaci&oacute;n
en l&iacute;nea, la taxonom&iacute;a de Bloom se considera una herramienta
&uacute;til para clasificar y analizar<span style=3D'letter-spacing:4.0pt;
mso-font-width:150%'> </span>la profundidad cognitiva de los cursos MOOCs. =
En
este estudio, se adapt&oacute; la taxonom&iacute;a de Bloom para categorizar
los cursos en tres etapas de competencia seg&uacute;n el marco referencial =
<span
style=3D'letter-spacing:-.2pt'>seleccionado: &quot;Explorador&quot;,
&quot;Integrador&quot; e &quot;Innovador&quot;, representando un incremento
progresivo </span>en<span style=3D'letter-spacing:-.1pt'> </span>la<span
style=3D'letter-spacing:-.1pt'> </span>complejidad<span style=3D'letter-spa=
cing:
-.1pt'> </span>cognitiva.<span style=3D'letter-spacing:-.15pt'> </span>Para=
<span
style=3D'letter-spacing:-.1pt'> </span>realizar<span style=3D'letter-spacin=
g:-.15pt'>
</span>esta<span style=3D'letter-spacing:-.1pt'> </span>clasificaci&oacute;=
n,<span
style=3D'letter-spacing:-.15pt'> </span>se<span style=3D'letter-spacing:-.1=
pt'> </span>sigui&oacute;<span
style=3D'letter-spacing:-.1pt'> </span>el<span style=3D'letter-spacing:-.1p=
t'> </span>proceso<span
style=3D'letter-spacing:-.1pt'> </span>que<span style=3D'letter-spacing:-.1=
pt'> </span>se<span
style=3D'letter-spacing:-.1pt'> </span>ilustra en la Figura 4:</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:108%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection14>

<p class=3DMsoBodyText style=3D'margin-top:4.45pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-right:.3pt'><span lang=3DES>Figura <span style=3D'lette=
r-spacing:
-.5pt'>4</span></span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Proceso<span style=3D'letter-spacing:-.35pt'> </=
span>de<span
style=3D'letter-spacing:-.35pt'> </span>clasificaci&oacute;n<span
style=3D'letter-spacing:-.3pt'> </span>seg&uacute;n<span style=3D'letter-sp=
acing:
-.35pt'> </span>etapas<span style=3D'letter-spacing:-.35pt'> </span>o<span
style=3D'letter-spacing:-.35pt'> </span>niveles<span style=3D'letter-spacin=
g:-.35pt'>
</span><span style=3D'letter-spacing:-.1pt'>cognitivos</span><o:p></o:p></s=
pan></i></p>

<p class=3DMsoBodyText><!--[if gte vml 1]><o:wrapblock><v:shape id=3D"Image=
_x0020_24"
  o:spid=3D"_x0000_s1033" type=3D"#_x0000_t75" style=3D'position:absolute;
  margin-left:90.7pt;margin-top:4.1pt;width:412.5pt;height:217.5pt;z-index:=
-15725568;
  visibility:visible;mso-wrap-style:square;mso-wrap-distance-left:0;
  mso-wrap-distance-top:0;mso-wrap-distance-right:0;mso-wrap-distance-botto=
m:0;
  mso-position-horizontal:absolute;mso-position-horizontal-relative:page;
  mso-position-vertical:absolute;mso-position-vertical-relative:text'>
  <v:imagedata src=3D"1201-RTE-36-e1_archivos/image015.jpg" o:title=3D""/>
  <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
  <w:wrap type=3D"topAndBottom" anchorx=3D"page"/>
 </v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>
 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D121 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D550 height=3D290 src=3D"1201-RTE-36-e1_archivos/image01=
5.jpg"
   v:shapes=3D"Image_x0020_24"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
2.5pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:7.7pt'><i style=3D'mso-bidi-font=
-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoListParagraph style=3D'margin-top:.05pt;margin-right:5.65pt;
margin-bottom:0cm;margin-left:70.0pt;margin-bottom:.0001pt;text-indent:-18.=
0pt;
line-height:115%;mso-list:l0 level1 lfo1;tab-stops:70.0pt'><![if !supportLi=
sts]><span
lang=3DES style=3D'font-size:12.0pt;line-height:115%'><span style=3D'mso-li=
st:Ignore'>&#8226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:115%'>Definici&oacute;n<span
style=3D'letter-spacing:-.6pt'> </span>de<span style=3D'letter-spacing:-.6p=
t'> </span>Niveles<span
style=3D'letter-spacing:-.6pt'> </span>Cognitivos<span style=3D'letter-spac=
ing:
-.6pt'> </span>para<span style=3D'letter-spacing:-.6pt'> </span>los<span
style=3D'letter-spacing:-.6pt'> </span>momentos<span style=3D'letter-spacin=
g:-.6pt'>
</span>del<span style=3D'letter-spacing:-.55pt'> </span>Pent&aacute;gono<sp=
an
style=3D'letter-spacing:-.75pt'> </span>TIC:<span style=3D'letter-spacing:-=
.55pt'> </span>Con<span
style=3D'letter-spacing:-.6pt'> </span>el<span style=3D'letter-spacing:-.55=
pt'> </span>fin
de<span style=3D'letter-spacing:-.5pt'> </span>simplificar<span style=3D'le=
tter-spacing:
-.5pt'> </span>la<span style=3D'letter-spacing:-.5pt'> </span>taxonom&iacut=
e;a<span
style=3D'letter-spacing:-.5pt'> </span>de<span style=3D'letter-spacing:-.5p=
t'> </span>Bloom<span
style=3D'letter-spacing:-.5pt'> </span>y<span style=3D'letter-spacing:-.5pt=
'> </span>ajustarla<span
style=3D'letter-spacing:-.5pt'> </span>a<span style=3D'letter-spacing:-.5pt=
'> </span>nuestro<span
style=3D'letter-spacing:-.5pt'> </span>contexto,<span style=3D'letter-spaci=
ng:-.5pt'>
</span>se<span style=3D'letter-spacing:-.5pt'> </span>combinaron sus<span
style=3D'letter-spacing:-.6pt'> </span>seis<span style=3D'letter-spacing:-.=
6pt'> </span>niveles<span
style=3D'letter-spacing:-.6pt'> </span>cognitivos<span style=3D'letter-spac=
ing:
-.6pt'> </span>en<span style=3D'letter-spacing:-.6pt'> </span>tres<span
style=3D'letter-spacing:-.6pt'> </span>categor&iacute;as<span style=3D'lett=
er-spacing:
-.6pt'> </span>(que<span style=3D'letter-spacing:-.6pt'> </span>corresponde=
n<span
style=3D'letter-spacing:-.6pt'> </span>con<span style=3D'letter-spacing:-.6=
pt'> </span>los<span
style=3D'letter-spacing:-.6pt'> </span>momentos), como se muestra en la Tab=
la 5.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.55pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1><span lang=3DES style=3D'letter-spacing:-.1pt'>Tabla</span><span lang=
=3DES
style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.5pt'>5</span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Taxonom&iacute;a<span style=3D'letter-spacing:-.=
3pt'> </span>de<span
style=3D'letter-spacing:-.25pt'> </span>Bloom<span style=3D'letter-spacing:=
-.3pt'> </span>y<span
style=3D'letter-spacing:-.25pt'> </span>categor&iacute;as<span style=3D'let=
ter-spacing:
-.3pt'> </span>del<span style=3D'letter-spacing:-.25pt'> </span>Pent&aacute=
;gono<span
style=3D'letter-spacing:-.25pt'> TIC</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><i style=3D'mso-bidi-font-=
style:
normal'><span lang=3DES style=3D'font-size:4.5pt;mso-bidi-font-size:12.0pt'=
><o:p>&nbsp;</o:p></span></i></p>

<table class=3DTableNormal border=3D1 cellspacing=3D0 cellpadding=3D0 style=
=3D'margin-left:
 24.25pt;border-collapse:collapse;mso-table-layout-alt:fixed;border:none;
 mso-border-alt:solid black 1.0pt;mso-yfti-tbllook:480;mso-padding-alt:0cm =
0cm 0cm 0cm;
 mso-border-insideh:1.0pt solid black;mso-border-insidev:1.0pt solid black'>
 <tr style=3D'mso-yfti-irow:0;mso-yfti-firstrow:yes;height:27.2pt'>
  <td width=3D139 valign=3Dtop style=3D'width:103.9pt;border:solid black 1.=
0pt;
  padding:0cm 0cm 0cm 0cm;height:27.2pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.25pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:1.0pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>MOMENTOS</span></b><b style=3D'mso-bidi-font-weight=
:normal'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></b></p>
  </td>
  <td width=3D192 valign=3Dtop style=3D'width:143.95pt;border:solid black 1=
.0pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:27.2pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:2.85pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:42.95pt;margin-bottom:.0001pt;text-alig=
n:
  left;text-indent:-38.55pt;line-height:103%'><b style=3D'mso-bidi-font-wei=
ght:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  line-height:103%'>NIVEL<span style=3D'letter-spacing:-.6pt'> </span>COGNI=
TIVO<span
  style=3D'letter-spacing:-.55pt'> </span>DE<span style=3D'letter-spacing:-=
.55pt'> </span>BLOOM
  <span style=3D'letter-spacing:-.1pt'>COMBINADO</span><o:p></o:p></span></=
b></p>
  </td>
  <td width=3D250 valign=3Dtop style=3D'width:187.8pt;border:solid black 1.=
0pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:27.2pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.25pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:1.0pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>DETALLE</span></b><b style=3D'mso-bidi-font-weight:=
normal'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></b></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:1;height:27.35pt'>
  <td width=3D139 valign=3Dtop style=3D'width:103.9pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:1.0pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>Explorador</span><s=
pan
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D192 valign=3Dtop style=3D'width:143.95pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:1.0pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt'>Conocer y <span style=3D'letter-spacing:=
-.1pt'>Entender</span><o:p></o:p></span></p>
  </td>
  <td width=3D250 valign=3Dtop style=3D'width:187.8pt;border-top:none;borde=
r-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:3.0pt;margin-r=
ight:2.4pt;
  margin-bottom:0cm;margin-left:4.0pt;margin-bottom:.0001pt;text-align:left;
  line-height:103%'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-=
size:
  11.0pt;line-height:103%;letter-spacing:-.1pt'>Cursos</span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:103%;lette=
r-spacing:
  -.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-siz=
e:11.0pt;
  line-height:103%;letter-spacing:-.1pt'>enfocados</span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:103%;lette=
r-spacing:
  -.45pt'> </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-si=
ze:11.0pt;
  line-height:103%;letter-spacing:-.1pt'>en</span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:103%;lette=
r-spacing:
  -.45pt'> </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-si=
ze:11.0pt;
  line-height:103%;letter-spacing:-.1pt'>la</span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:103%;lette=
r-spacing:
  -.45pt'> </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-si=
ze:11.0pt;
  line-height:103%;letter-spacing:-.1pt'>introducci&oacute;n</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.5pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>y</span>=
<span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%;
  letter-spacing:-.45pt'> </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>comprens=
i&oacute;n
  </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;
  line-height:103%'>fundamental de conceptos.<o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:2;height:27.35pt'>
  <td width=3D139 valign=3Dtop style=3D'width:103.9pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:1.0pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>Integrador</span><s=
pan
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D192 valign=3Dtop style=3D'width:143.95pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:1.0pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt'>Aplicar<span style=3D'letter-spacing:-.1=
5pt'> </span>y<span
  style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1p=
t'>Analizar</span><o:p></o:p></span></p>
  </td>
  <td width=3D250 valign=3Dtop style=3D'width:187.8pt;border-top:none;borde=
r-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-left:4.0pt;text-al=
ign:left'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spaci=
ng:.9pt'>Cursos</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spaci=
ng:3.4pt'>
  </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;
  letter-spacing:.7pt'>que</span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;letter-spacing:3.45pt'> </span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:.95pt'>=
fomentan</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spaci=
ng:3.45pt'>
  </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;
  letter-spacing:.55pt'>la</span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt;letter-spacing:3.45pt'> </span><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:.95pt'>=
aplicaci&oacute;n</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spaci=
ng:3.45pt'>
  </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;
  letter-spacing:.3pt'>de </span><span lang=3DES style=3D'font-size:9.0pt;
  mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:.45pt;margin-r=
ight:0cm;
  margin-bottom:0cm;margin-left:4.0pt;margin-bottom:.0001pt;text-align:left=
'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'>conocimient=
os<span
  style=3D'letter-spacing:-.3pt'> </span>y<span style=3D'letter-spacing:-.2=
5pt'> </span>el<span
  style=3D'letter-spacing:-.25pt'> </span>an&aacute;lisis<span style=3D'let=
ter-spacing:
  -.25pt'> </span><span style=3D'letter-spacing:-.1pt'>cr&iacute;tico.</spa=
n><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:3;mso-yfti-lastrow:yes;height:38.15pt'>
  <td width=3D139 valign=3Dtop style=3D'width:103.9pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:38.15pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:3.45pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:le=
ft'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:9=
.0pt;
  mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p></span></i></p>
  <p class=3DTableParagraph style=3D'margin-top:0cm;margin-right:0cm;margin=
-bottom:
  0cm;margin-left:1.0pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>Innovador</span><sp=
an
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D192 valign=3Dtop style=3D'width:143.95pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:38.15pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:3.45pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:le=
ft'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:9=
.0pt;
  mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p></span></i></p>
  <p class=3DTableParagraph style=3D'margin-top:0cm;margin-right:0cm;margin=
-bottom:
  0cm;margin-left:1.0pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt'>Evaluar y <span style=3D'letter-spacing:=
-.1pt'>Crear</span><o:p></o:p></span></p>
  </td>
  <td width=3D250 valign=3Dtop style=3D'width:187.8pt;border-top:none;borde=
r-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:38.15pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:2.65pt;
  margin-bottom:0cm;margin-left:4.0pt;margin-bottom:.0001pt;text-align:just=
ify;
  line-height:103%'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-=
size:
  11.0pt;line-height:103%'>Cursos avanzados que impulsan la evaluaci&oacute=
;n
  cr&iacute;tica y la generaci&oacute;n de nuevos conocimientos<span
  style=3D'letter-spacing:4.0pt'> </span>o productos.<o:p></o:p></span></p>
  </td>
 </tr>
</table>

<p class=3DMsoBodyText style=3D'margin-top:3.1pt'><i style=3D'mso-bidi-font=
-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoListParagraph style=3D'margin-top:0cm;margin-right:5.7pt;marg=
in-bottom:
0cm;margin-left:70.0pt;margin-bottom:.0001pt;text-indent:-18.0pt;line-heigh=
t:
115%;mso-list:l0 level1 lfo1;tab-stops:70.0pt'><![if !supportLists]><span
lang=3DES style=3D'font-size:12.0pt;line-height:115%'><span style=3D'mso-li=
st:Ignore'>&#8226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:115%'>Identificaci&oacute;n<span
style=3D'letter-spacing:1.75pt'> </span>de<span style=3D'letter-spacing:1.4=
5pt'> </span>Verbos<span
style=3D'letter-spacing:1.75pt'> </span>Clave<span style=3D'letter-spacing:=
1.75pt'>
</span>para<span style=3D'letter-spacing:1.75pt'> </span>cada<span
style=3D'letter-spacing:1.75pt'> </span>momento:<span style=3D'letter-spaci=
ng:1.75pt'>
</span>Se<span style=3D'letter-spacing:1.75pt'> </span>seleccion&oacute;<sp=
an
style=3D'letter-spacing:1.75pt'> </span>un<span style=3D'letter-spacing:1.7=
5pt'> </span>conjunto
de verbos asociados originales de la taxonom&iacute;a de Bloom. Estos verbos
fueron lematizados y sirven como indicadores del nivel cognitivo que se esp=
era
que el curso logre.<o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:0cm;margin-right:5.3pt;marg=
in-bottom:
0cm;margin-left:70.0pt;margin-bottom:.0001pt;text-indent:-18.0pt;line-heigh=
t:
115%;mso-list:l0 level1 lfo1;tab-stops:70.0pt'><![if !supportLists]><span
lang=3DES style=3D'font-size:12.0pt;line-height:115%'><span style=3D'mso-li=
st:Ignore'>&#8226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:115%'>Procesamiento de Descripciones =
de
Cursos: Las descripciones de los cursos disponibles en las plataformas fuer=
on
procesadas para extraer los verbos clave, utilizando la biblioteca NLTK de
Python. Esta herramienta permiti&oacute; llevar a cabo dos procesos
fundamentales: la lematizaci&oacute;n de verbos y la eliminaci&oacute;n de
&#8220;stop words&#8221;. La lematizaci&oacute;n redujo los verbos a su for=
ma
base, lo cual es crucial para un<span style=3D'letter-spacing:-.65pt'> </sp=
an>an&aacute;lisis<span
style=3D'letter-spacing:-.65pt'> </span>comparativo<span style=3D'letter-sp=
acing:
-.65pt'> </span>preciso,<span style=3D'letter-spacing:-.65pt'> </span>mient=
ras<span
style=3D'letter-spacing:-.65pt'> </span>que<span style=3D'letter-spacing:-.=
65pt'> </span>la<span
style=3D'letter-spacing:-.65pt'> </span>eliminaci&oacute;n<span style=3D'le=
tter-spacing:
-.65pt'> </span>de<span style=3D'letter-spacing:-.65pt'> </span>&#8220;stop=
<span
style=3D'letter-spacing:-.65pt'> </span>words&#8221;<span style=3D'letter-s=
pacing:
-.65pt'> </span>ayud&oacute; a centrarse en las palabras m&aacute;s relevan=
tes
de las descripciones.<o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'line-height:13.7pt;mso-line-height-rul=
e:exactly;
mso-list:l0 level1 lfo1;tab-stops:69.95pt'><![if !supportLists]><span lang=
=3DES
style=3D'font-size:12.0pt'><span style=3D'mso-list:Ignore'>&#8226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>Comparaci&oacute;n<span style=3D'letter-spacing:=
3.05pt'>
</span>y<span style=3D'letter-spacing:2.0pt'> </span>Asignaci&oacute;n<span
style=3D'letter-spacing:3.1pt'> </span>de<span style=3D'letter-spacing:3.05=
pt'> </span>Momentos:<span
style=3D'letter-spacing:3.05pt'> </span>Utilizando<span style=3D'letter-spa=
cing:
3.1pt'> </span>los<span style=3D'letter-spacing:3.05pt'> </span>verbos<span
style=3D'letter-spacing:3.1pt'> </span><span style=3D'letter-spacing:-.1pt'=
>lematizados</span><o:p></o:p></span></p>

</div>

<span lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;font-fa=
mily:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
ES;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'><br clear=3Dall
style=3D'page-break-before:always;mso-break-type:section-break'>
</span>

<div class=3DWordSection15>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.7pt;margin-bo=
ttom:
0cm;margin-left:70.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
115%'><span lang=3DES>extra&iacute;dos de las descripciones junto con los v=
erbos
clave definidos para cada nivel cognitivo, se realiz&oacute; una
comparaci&oacute;n detallada.<span style=3D'letter-spacing:-.5pt'> </span>A=
<span
style=3D'letter-spacing:-.5pt'> </span>cada curso se le asign&oacute; el ni=
vel
correspondiente basado en la mayor frecuencia de verbos asociados. Este enf=
oque
cuantitativo garantiza una clasificaci&oacute;n objetiva y sistem&aacute;ti=
ca
de los cursos seg&uacute;n su nivel de profundidad cognitiva.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:2.15pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-top:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:=
16.0pt;
margin-bottom:.0001pt;text-align:justify'><span lang=3DES>Fase<span
style=3D'letter-spacing:-.2pt'> </span>3:<span style=3D'letter-spacing:-.15=
pt'> </span>Implementaci&oacute;n<span
style=3D'letter-spacing:-.2pt'> </span>del<span style=3D'letter-spacing:-.1=
5pt'> </span><span
style=3D'letter-spacing:-.1pt'>sistema</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:2.2pt;margin-right:5.6pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:115%'><span lang=3DES>En<span style=3D'letter-spacing:2.=
0pt'> </span>esta<span
style=3D'letter-spacing:2.0pt'> </span>etapa<span style=3D'letter-spacing:2=
.0pt'> </span>final<span
style=3D'letter-spacing:2.0pt'> </span>se<span style=3D'letter-spacing:2.0p=
t'> </span>implement&oacute;<span
style=3D'letter-spacing:2.0pt'> </span>un<span style=3D'letter-spacing:2.0p=
t'> </span>sistema<span
style=3D'letter-spacing:2.0pt'> </span>web<span style=3D'letter-spacing:2.0=
pt'> </span>que<span
style=3D'letter-spacing:2.0pt'> </span>permite<span style=3D'letter-spacing=
:2.0pt'>
</span>a<span style=3D'letter-spacing:2.0pt'> </span>los<span style=3D'lett=
er-spacing:
.5pt'> docentes </span>acceder a realizar una autoevaluaci&oacute;n de sus
competencias, ver sus resultados y obtener las <span style=3D'letter-spacin=
g:
-.1pt'>recomendaciones</span><span style=3D'letter-spacing:-.65pt'> </span>=
<span
style=3D'letter-spacing:-.1pt'>de</span><span style=3D'letter-spacing:-.65p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>cursos</span><span style=3D'letter-spacing:-=
.65pt'> </span><span
style=3D'letter-spacing:-.1pt'>para</span><span style=3D'letter-spacing:-.6=
5pt'> </span><span
style=3D'letter-spacing:-.1pt'>capacitarse</span><span style=3D'letter-spac=
ing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>en</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>sus</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>competencias</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>digitales.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Adem&aacute;s,</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>este</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>sistema
</span>utiliza<span style=3D'letter-spacing:-.15pt'> </span>t&eacute;cnicas=
<span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
5pt'> </span>web<span
style=3D'letter-spacing:-.15pt'> </span>scraping<span style=3D'letter-spaci=
ng:-.15pt'>
</span>para<span style=3D'letter-spacing:-.15pt'> </span>obtener<span
style=3D'letter-spacing:-.15pt'> </span>nuevos<span style=3D'letter-spacing=
:-.15pt'>
</span>cursos<span style=3D'letter-spacing:-.15pt'> </span>y<span
style=3D'letter-spacing:-.15pt'> </span>utiliza<span style=3D'letter-spacin=
g:-.15pt'>
</span>el<span style=3D'letter-spacing:-.15pt'> </span>modelo<span
style=3D'letter-spacing:-.15pt'> </span>generado<span style=3D'letter-spaci=
ng:-.15pt'>
</span>en<span style=3D'letter-spacing:-.15pt'> </span>la <span style=3D'le=
tter-spacing:
-.1pt'>etapa</span><span style=3D'letter-spacing:-.4pt'> </span><span
style=3D'letter-spacing:-.1pt'>2</span><span style=3D'letter-spacing:-.35pt=
'> </span><span
style=3D'letter-spacing:-.1pt'>para</span><span style=3D'letter-spacing:-.4=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>filtrar</span><span style=3D'letter-spacing:=
-.35pt'>
</span><span style=3D'letter-spacing:-.1pt'>los</span><span style=3D'letter=
-spacing:
-.4pt'> </span><span style=3D'letter-spacing:-.1pt'>cursos</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>a</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>recomendarse</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>y</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>almacenarlos</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>en</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>la</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>base</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>datos.</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>La</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>arquitectura
</span>de este sistema se describe de manera gr&aacute;fica en la Figura 5.=
</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.55pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1><span lang=3DES>Figura <span style=3D'letter-spacing:-.5pt'>5</span></s=
pan></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Arquitectura<span style=3D'letter-spacing:-.15pt=
'> </span>del<span
style=3D'letter-spacing:-.1pt'> </span>sistema<span style=3D'letter-spacing=
:-.15pt'>
</span>de<span style=3D'letter-spacing:-.1pt'> recomendaci&oacute;n</span><=
o:p></o:p></span></i></p>

<p class=3DMsoBodyText><!--[if gte vml 1]><o:wrapblock><v:shape id=3D"Image=
_x0020_25"
  o:spid=3D"_x0000_s1032" type=3D"#_x0000_t75" style=3D'position:absolute;
  margin-left:101.8pt;margin-top:4.1pt;width:404.4pt;height:233.5pt;z-index=
:-15725056;
  visibility:visible;mso-wrap-style:square;mso-wrap-distance-left:0;
  mso-wrap-distance-top:0;mso-wrap-distance-right:0;mso-wrap-distance-botto=
m:0;
  mso-position-horizontal:absolute;mso-position-horizontal-relative:page;
  mso-position-vertical:absolute;mso-position-vertical-relative:text'>
  <v:imagedata src=3D"1201-RTE-36-e1_archivos/image016.png" o:title=3D""/>
  <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
  <w:wrap type=3D"topAndBottom" anchorx=3D"page"/>
 </v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>
 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D136 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D539 height=3D311 src=3D"1201-RTE-36-e1_archivos/image01=
7.gif"
   v:shapes=3D"Image_x0020_25"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
2.5pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:3.9pt'><i style=3D'mso-bidi-font=
-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<h2 style=3D'margin-top:.05pt'><span lang=3DES>Autoevaluaci&oacute;n<span
style=3D'letter-spacing:-.4pt'> </span>de<span style=3D'letter-spacing:-.3p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>capacidades</span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt;margin-right:5.7pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>A partir del instrumento adaptado,=
 se
implement&oacute; en el sistema una herramienta de evaluaci&oacute;n<span
style=3D'letter-spacing:-.75pt'> </span>adaptada<span style=3D'letter-spaci=
ng:-.75pt'>
</span>al<span style=3D'letter-spacing:-.7pt'> </span>contexto<span
style=3D'letter-spacing:-.7pt'> </span>universitario<span style=3D'letter-s=
pacing:
-.7pt'> </span>para<span style=3D'letter-spacing:-.7pt'> </span>medir<span
style=3D'letter-spacing:-.7pt'> </span>las<span style=3D'letter-spacing:-.7=
pt'> </span>competencias<span
style=3D'letter-spacing:-.75pt'> </span>TIC<span style=3D'letter-spacing:-.=
7pt'> </span>de<span
style=3D'letter-spacing:-.7pt'> </span>los<span style=3D'letter-spacing:-.7=
pt'> </span>docentes.
Este instrumento eval&uacute;a competencias en &aacute;reas
tecnol&oacute;gicas, pedag&oacute;gicas, comunicativas, de gesti&oacute;n<s=
pan
style=3D'letter-spacing:-.7pt'> </span>e<span style=3D'letter-spacing:-.7pt=
'> </span>investigativas.<span
style=3D'letter-spacing:-.7pt'> </span>Consta<span style=3D'letter-spacing:=
-.7pt'> </span>de<span
style=3D'letter-spacing:-.7pt'> </span>80<span style=3D'letter-spacing:-.7p=
t'> </span>preguntas<span
style=3D'letter-spacing:-.7pt'> </span>y<span style=3D'letter-spacing:-.7pt=
'> </span>utiliza<span
style=3D'letter-spacing:-.7pt'> </span>una<span style=3D'letter-spacing:-.7=
pt'> </span>escala<span
style=3D'letter-spacing:-.7pt'> </span>de<span style=3D'letter-spacing:-.7p=
t'> </span>calificaci&oacute;n<span
style=3D'letter-spacing:-.7pt'> </span>basada<span style=3D'letter-spacing:=
-.7pt'> </span>en<span
style=3D'letter-spacing:-.7pt'> </span>la <span style=3D'letter-spacing:-.1=
pt'>escala</span><span
style=3D'letter-spacing:-.75pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Likert</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>(&#8220;1-</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Nada</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Competente&#8221;</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>a</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>&#8220;5-</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Totalmente</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>competente&#8221;).</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Adem&aacute;s,</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>cuestionario
</span>recoge<span style=3D'letter-spacing:-.4pt'> </span>informaci&oacute;=
n<span
style=3D'letter-spacing:-.4pt'> </span>sobre<span style=3D'letter-spacing:-=
.4pt'> </span>la<span
style=3D'letter-spacing:-.4pt'> </span>facultad<span style=3D'letter-spacin=
g:-.4pt'>
</span>y<span style=3D'letter-spacing:-.4pt'> </span>la<span style=3D'lette=
r-spacing:
-.4pt'> </span>carrera<span style=3D'letter-spacing:-.4pt'> </span>en<span
style=3D'letter-spacing:-.4pt'> </span>las<span style=3D'letter-spacing:-.4=
5pt'> </span>que<span
style=3D'letter-spacing:-.4pt'> </span>el<span style=3D'letter-spacing:-.4p=
t'> </span>docente<span
style=3D'letter-spacing:-.4pt'> </span>imparte<span style=3D'letter-spacing=
:-.4pt'>
</span>clases,<span style=3D'letter-spacing:-.4pt'> </span>as&iacute;<span
style=3D'letter-spacing:-.4pt'> </span>como su<span style=3D'letter-spacing=
:-.2pt'>
</span>n&uacute;mero<span style=3D'letter-spacing:-.2pt'> </span>de<span
style=3D'letter-spacing:-.2pt'> </span>identificaci&oacute;n<span
style=3D'letter-spacing:-.2pt'> </span>personal.<span style=3D'letter-spaci=
ng:-.2pt'>
</span>La<span style=3D'letter-spacing:-.2pt'> </span>interfaz<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.2p=
t'> </span>usuario<span
style=3D'letter-spacing:-.2pt'> </span>para<span style=3D'letter-spacing:-.=
2pt'> </span>esta<span
style=3D'letter-spacing:-.2pt'> </span>secci&oacute;n<span style=3D'letter-=
spacing:
-.2pt'> </span>se<span style=3D'letter-spacing:-.2pt'> </span>muestra<span
style=3D'letter-spacing:-.2pt'> </span>en<span style=3D'letter-spacing:-.2p=
t'> </span>la
Figura 6.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.25pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.8pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Entre<span style=3D'letter-spacing=
:-.6pt'>
</span>las<span style=3D'letter-spacing:-.6pt'> </span>preguntas<span
style=3D'letter-spacing:-.6pt'> </span>dise&ntilde;adas<span style=3D'lette=
r-spacing:
-.6pt'> </span>para<span style=3D'letter-spacing:-.6pt'> </span>cada<span
style=3D'letter-spacing:-.6pt'> </span>competencia,<span style=3D'letter-sp=
acing:
-.6pt'> </span>se<span style=3D'letter-spacing:-.6pt'> </span>incluyen<span
style=3D'letter-spacing:-.6pt'> </span>preguntas<span style=3D'letter-spaci=
ng:-.6pt'>
</span>espec&iacute;ficas que describen los diferentes momentos o niveles en
los que un docente puede encontrarse. De este modo, para cada competencia, =
se
ubicar&aacute; al docente en el nivel correspondiente al grupo de preguntas=
 en
el que obtuvo la mayor calificaci&oacute;n promedio.</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:103%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection16>

<p class=3DMsoBodyText style=3D'margin-top:4.45pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-right:.3pt'><span lang=3DES>Figura <span style=3D'lette=
r-spacing:
-.5pt'>6</span></span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Interfaz<span style=3D'letter-spacing:-.25pt'> <=
/span>para<span
style=3D'letter-spacing:-.2pt'> </span>completar<span style=3D'letter-spaci=
ng:-.25pt'>
</span>la<span style=3D'letter-spacing:-.15pt'> </span><span style=3D'lette=
r-spacing:
-.1pt'>autoevaluaci&oacute;n</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText><!--[if gte vml 1]><o:wrapblock><v:shape id=3D"Image=
_x0020_26"
  o:spid=3D"_x0000_s1031" type=3D"#_x0000_t75" style=3D'position:absolute;
  margin-left:100.1pt;margin-top:4.1pt;width:396.35pt;height:170.6pt;z-inde=
x:-15724544;
  visibility:visible;mso-wrap-style:square;mso-wrap-distance-left:0;
  mso-wrap-distance-top:0;mso-wrap-distance-right:0;mso-wrap-distance-botto=
m:0;
  mso-position-horizontal:absolute;mso-position-horizontal-relative:page;
  mso-position-vertical:absolute;mso-position-vertical-relative:text'>
  <v:imagedata src=3D"1201-RTE-36-e1_archivos/image018.png" o:title=3D""/>
  <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
  <w:wrap type=3D"topAndBottom" anchorx=3D"page"/>
 </v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>
 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D134 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D528 height=3D227 src=3D"1201-RTE-36-e1_archivos/image01=
9.gif"
   v:shapes=3D"Image_x0020_26"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
2.5pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:6.45pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<h2><span lang=3DES>Resultados<span style=3D'letter-spacing:-.3pt'> </span>=
y<span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>recomendaciones</span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:2.2pt;margin-right:5.65pt;margin=
-bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:115%'><span lang=3DES style=3D'letter-spacing:-.2pt'>Des=
pu&eacute;s</span><span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>de</span><span lang=3DES style=3D'letter-spacing:-.5pt'> </span><span
lang=3DES style=3D'letter-spacing:-.2pt'>que</span><span lang=3DES style=3D=
'letter-spacing:
-.5pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>los</span><sp=
an
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>docentes</span><span lang=3DES style=3D'letter-spacing:-.5pt'> </spa=
n><span
lang=3DES style=3D'letter-spacing:-.2pt'>completen</span><span lang=3DES
style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.2pt'>la</span><span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>autoevaluaci&oacute;n,</span><span lang=3DES style=3D'letter-spacing=
:-.5pt'>
</span><span lang=3DES style=3D'letter-spacing:-.2pt'>podr&aacute;n</span><=
span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>acceder</span><span lang=3DES style=3D'letter-spacing:-.5pt'> </span=
><span
lang=3DES style=3D'letter-spacing:-.2pt'>a</span><span lang=3DES style=3D'l=
etter-spacing:
-.5pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>sus</span><sp=
an
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>resultados </span><span lang=3DES>en<span style=3D'letter-spacing:-.=
6pt'> </span>la<span
style=3D'letter-spacing:-.55pt'> </span>secci&oacute;n<span style=3D'letter=
-spacing:
-.55pt'> </span>de<span style=3D'letter-spacing:-.55pt'> </span>resultados,=
<span
style=3D'letter-spacing:-.55pt'> </span>la<span style=3D'letter-spacing:-.5=
5pt'> </span>cual<span
style=3D'letter-spacing:-.55pt'> </span>muestra<span style=3D'letter-spacin=
g:-.55pt'>
</span>una<span style=3D'letter-spacing:-.55pt'> </span>representaci&oacute=
;n<span
style=3D'letter-spacing:-.55pt'> </span>de<span style=3D'letter-spacing:-.5=
5pt'> </span>su<span
style=3D'letter-spacing:-.55pt'> </span>nivel<span style=3D'letter-spacing:=
-.55pt'>
</span>de<span style=3D'letter-spacing:-.55pt'> </span>competencia<span
style=3D'letter-spacing:-.75pt'> </span>TIC. Para<span style=3D'letter-spac=
ing:
-.25pt'> </span>visualizar<span style=3D'letter-spacing:-.25pt'> </span>los=
<span
style=3D'letter-spacing:-.25pt'> </span>resultados,<span style=3D'letter-sp=
acing:
-.25pt'> </span>se<span style=3D'letter-spacing:-.25pt'> </span>utiliz&oacu=
te;<span
style=3D'letter-spacing:-.25pt'> </span>un<span style=3D'letter-spacing:-.2=
5pt'> </span>gr&aacute;fico<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
5pt'> </span>radar<span
style=3D'letter-spacing:-.25pt'> </span>en<span style=3D'letter-spacing:-.2=
5pt'> </span>forma<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
5pt'> </span>pent&aacute;gono,<span
style=3D'letter-spacing:-.25pt'> </span>que<span style=3D'letter-spacing:-.=
25pt'> </span>consta
de tres niveles. Cada punta del pent&aacute;gono representa una competencia=
, y
cada nivel indica el momento<span style=3D'letter-spacing:-.1pt'> </span>en=
<span
style=3D'letter-spacing:-.1pt'> </span>que<span style=3D'letter-spacing:-.1=
pt'> </span>se<span
style=3D'letter-spacing:-.1pt'> </span>encuentra<span style=3D'letter-spaci=
ng:-.1pt'>
</span>el<span style=3D'letter-spacing:-.1pt'> </span>docente,<span
style=3D'letter-spacing:-.1pt'> </span>siendo<span style=3D'letter-spacing:=
-.1pt'> </span>el<span
style=3D'letter-spacing:-.1pt'> </span>nivel<span style=3D'letter-spacing:-=
.1pt'> </span>m&aacute;s<span
style=3D'letter-spacing:-.1pt'> </span>interno<span style=3D'letter-spacing=
:-.1pt'>
</span>el<span style=3D'letter-spacing:-.1pt'> </span>Momento<span
style=3D'letter-spacing:-.1pt'> </span>Explorador, el nivel intermedio el M=
omento
Integrador, y el nivel m&aacute;s externo el Momento Innovador. Adem&aacute=
;s,<span
style=3D'letter-spacing:-.15pt'> </span>se<span style=3D'letter-spacing:-.1=
5pt'> </span>ofrece<span
style=3D'letter-spacing:-.15pt'> </span>una<span style=3D'letter-spacing:-.=
15pt'> </span>interpretaci&oacute;n<span
style=3D'letter-spacing:-.2pt'> </span>detallada<span style=3D'letter-spaci=
ng:-.2pt'>
</span>de<span style=3D'letter-spacing:-.15pt'> </span>cada<span
style=3D'letter-spacing:-.15pt'> </span>competencia<span style=3D'letter-sp=
acing:
-.2pt'> </span>y<span style=3D'letter-spacing:-.15pt'> </span>sus<span
style=3D'letter-spacing:-.15pt'> </span>respectivos<span style=3D'letter-sp=
acing:
-.2pt'> </span>niveles, permitiendo a los<span style=3D'letter-spacing:-.05=
pt'> </span>docentes<span
style=3D'letter-spacing:-.05pt'> </span>comprender los<span style=3D'letter=
-spacing:
-.05pt'> </span>resultados<span style=3D'letter-spacing:-.05pt'> </span>obt=
enidos<span
style=3D'letter-spacing:-.05pt'> </span>en la encuesta (ver Figura 7).</spa=
n></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<h1><span lang=3DES>Figura <span style=3D'letter-spacing:-.5pt'>7</span></s=
pan></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
35pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Vista<span style=3D'letter-spacing:-.35pt'> </sp=
an>de<span
style=3D'letter-spacing:-.25pt'> </span>la<span style=3D'letter-spacing:-.2=
pt'> </span>interfaz<span
style=3D'letter-spacing:-.3pt'> </span>de<span style=3D'letter-spacing:-.2p=
t'> </span>usuario<span
style=3D'letter-spacing:-.25pt'> </span>para<span style=3D'letter-spacing:-=
.2pt'> </span>visualizar<span
style=3D'letter-spacing:-.3pt'> </span>los<span style=3D'letter-spacing:-.2=
5pt'> </span>resultados<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
5pt'> </span>la<span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>evaluaci&oacute;n</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText><!--[if gte vml 1]><o:wrapblock><v:shape id=3D"Image=
_x0020_27"
  o:spid=3D"_x0000_s1030" type=3D"#_x0000_t75" style=3D'position:absolute;
  margin-left:100.1pt;margin-top:4.1pt;width:396.9pt;height:187.55pt;z-inde=
x:-15724032;
  visibility:visible;mso-wrap-style:square;mso-wrap-distance-left:0;
  mso-wrap-distance-top:0;mso-wrap-distance-right:0;mso-wrap-distance-botto=
m:0;
  mso-position-horizontal:absolute;mso-position-horizontal-relative:page;
  mso-position-vertical:absolute;mso-position-vertical-relative:text'>
  <v:imagedata src=3D"1201-RTE-36-e1_archivos/image020.png" o:title=3D""/>
  <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
  <w:wrap type=3D"topAndBottom" anchorx=3D"page"/>
 </v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>
 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D134 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D529 height=3D250 src=3D"1201-RTE-36-e1_archivos/image02=
1.gif"
   v:shapes=3D"Image_x0020_27"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
2.5pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:6.1pt'><i style=3D'mso-bidi-font=
-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.05pt;margin-right:5.5pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:115%'><span lang=3DES>La<span style=3D'letter-spacing:-.=
45pt'> </span>secci&oacute;n<span
style=3D'letter-spacing:-.4pt'> </span>de<span style=3D'letter-spacing:-.45=
pt'> </span>cursos<span
style=3D'letter-spacing:-.45pt'> </span>recomendados<span style=3D'letter-s=
pacing:
-.45pt'> </span>(ver<span style=3D'letter-spacing:-.4pt'> </span>Figura<span
style=3D'letter-spacing:-.45pt'> </span>8)<span style=3D'letter-spacing:-.4=
pt'> </span>muestra<span
style=3D'letter-spacing:-.45pt'> </span>una<span style=3D'letter-spacing:-.=
45pt'> </span>lista<span
style=3D'letter-spacing:-.45pt'> </span>de<span style=3D'letter-spacing:-.4=
5pt'> </span>todos<span
style=3D'letter-spacing:-.45pt'> </span>los<span style=3D'letter-spacing:-.=
45pt'> </span>cursos
que se recomiendan al profesor y que est&aacute;n alineados con su nivel de
competencias TIC. Los cursos<span style=3D'letter-spacing:1.45pt'> </span>r=
ecomendados<span
style=3D'letter-spacing:1.45pt'> </span>est&aacute;n<span style=3D'letter-s=
pacing:
1.45pt'> </span>organizados<span style=3D'letter-spacing:1.45pt'> </span>en=
<span
style=3D'letter-spacing:1.45pt'> </span>grupos<span style=3D'letter-spacing=
:1.45pt'>
</span>de<span style=3D'letter-spacing:1.45pt'> </span>3<span style=3D'lett=
er-spacing:
1.45pt'> </span>por<span style=3D'letter-spacing:1.45pt'> </span>cada<span
style=3D'letter-spacing:1.45pt'> </span>competencia.<span style=3D'letter-s=
pacing:
1.45pt'> </span>Cada<span style=3D'letter-spacing:1.45pt'> </span>curso es
accesible y presenta una imagen, un t&iacute;tulo, la descripci&oacute;n br=
eve,
puntuaci&oacute;n, creador y la plataforma de origen.</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:115%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection17>

<p class=3DMsoBodyText style=3D'margin-top:4.45pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-right:.3pt'><span lang=3DES>Figura <span style=3D'lette=
r-spacing:
-.5pt'>8</span></span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
35pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Vista<span style=3D'letter-spacing:-.3pt'> </spa=
n>de<span
style=3D'letter-spacing:-.25pt'> </span>la<span style=3D'letter-spacing:-.2=
5pt'> </span>interfaz<span
style=3D'letter-spacing:-.3pt'> </span>de<span style=3D'letter-spacing:-.25=
pt'> </span>usuario<span
style=3D'letter-spacing:-.25pt'> </span>para<span style=3D'letter-spacing:-=
.25pt'> </span>visualizar<span
style=3D'letter-spacing:-.3pt'> </span>las<span style=3D'letter-spacing:-.3=
pt'> </span>recomendaciones<span
style=3D'letter-spacing:-.3pt'> </span>de<span style=3D'letter-spacing:-.25=
pt'> </span>los<span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>cursos</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText><!--[if gte vml 1]><o:wrapblock><v:shape id=3D"Image=
_x0020_28"
  o:spid=3D"_x0000_s1029" type=3D"#_x0000_t75" style=3D'position:absolute;
  margin-left:100.1pt;margin-top:4.1pt;width:395.4pt;height:186.6pt;z-index=
:-15723520;
  visibility:visible;mso-wrap-style:square;mso-wrap-distance-left:0;
  mso-wrap-distance-top:0;mso-wrap-distance-right:0;mso-wrap-distance-botto=
m:0;
  mso-position-horizontal:absolute;mso-position-horizontal-relative:page;
  mso-position-vertical:absolute;mso-position-vertical-relative:text'>
  <v:imagedata src=3D"1201-RTE-36-e1_archivos/image022.jpg" o:title=3D""/>
  <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
  <w:wrap type=3D"topAndBottom" anchorx=3D"page"/>
 </v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>
 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D134 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D527 height=3D249 src=3D"1201-RTE-36-e1_archivos/image02=
3.jpg"
   v:shapes=3D"Image_x0020_28"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
2.5pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:4.85pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<h2><span lang=3DES>B&uacute;squeda automatizada de <span style=3D'letter-s=
pacing:
-.1pt'>cursos</span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt;margin-right:5.6pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>El sistema realiza una b&uacute;sq=
ueda
automatizada de nuevos cursos en las plataformas MOOC<span style=3D'letter-=
spacing:
-.7pt'> </span>de<span style=3D'letter-spacing:-.7pt'> </span>forma<span
style=3D'letter-spacing:-.7pt'> </span>peri&oacute;dica.<span style=3D'lett=
er-spacing:
-.7pt'> </span>Esto<span style=3D'letter-spacing:-.7pt'> </span>se<span
style=3D'letter-spacing:-.7pt'> </span>realiza<span style=3D'letter-spacing=
:-.7pt'>
</span>para<span style=3D'letter-spacing:-.7pt'> </span>mantener<span
style=3D'letter-spacing:-.7pt'> </span>actualizada<span style=3D'letter-spa=
cing:
-.7pt'> </span>la<span style=3D'letter-spacing:-.7pt'> </span>base<span
style=3D'letter-spacing:-.7pt'> </span>de<span style=3D'letter-spacing:-.7p=
t'> </span>datos<span
style=3D'letter-spacing:-.7pt'> </span>de<span style=3D'letter-spacing:-.7p=
t'> </span>cursos
para recomendar utilizando t&eacute;cnicas de web scraping y los
t&eacute;rminos de b&uacute;squeda definidos. Para<span style=3D'letter-spa=
cing:
-.45pt'> </span>esto<span style=3D'letter-spacing:-.4pt'> </span>se<span
style=3D'letter-spacing:-.45pt'> </span>implement&oacute;<span style=3D'let=
ter-spacing:
-.4pt'> </span>un<span style=3D'letter-spacing:-.4pt'> </span>script<span
style=3D'letter-spacing:-.45pt'> </span>que<span style=3D'letter-spacing:-.=
45pt'> </span>realiza<span
style=3D'letter-spacing:-.45pt'> </span>el<span style=3D'letter-spacing:-.4=
5pt'> </span>web<span
style=3D'letter-spacing:-.4pt'> </span>scraping<span style=3D'letter-spacin=
g:-.4pt'>
</span>de<span style=3D'letter-spacing:-.45pt'> </span>manera<span
style=3D'letter-spacing:-.45pt'> </span>peri&oacute;dica<span style=3D'lett=
er-spacing:
-.45pt'> </span>y<span style=3D'letter-spacing:-.4pt'> </span>se<span
style=3D'letter-spacing:-.45pt'> </span>utilizan t&eacute;cnicas de PLN y el
modelo de clasificaci&oacute;n implementado para definir la pertinencia de =
los
cursos de manera automatizada.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:11.75pt'><span lang=3DES><o:p>&n=
bsp;</o:p></span></p>

<h1 style=3D'margin-top:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:=
182.25pt;
margin-bottom:.0001pt;text-align:justify'><span lang=3DES>Evaluaci&oacute;n=
<span
style=3D'letter-spacing:-.3pt'> </span>del<span style=3D'letter-spacing:-.2=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>Sistema</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt;margin-right:5.55pt;margin=
-bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>En esta secci&oacute;n se presenta=
 la
evaluaci&oacute;n del sistema de recomendaci&oacute;n, para esto se
utiliz&oacute;<span style=3D'letter-spacing:-.5pt'> </span>dos<span
style=3D'letter-spacing:-.5pt'> </span>criterios<span style=3D'letter-spaci=
ng:-.5pt'>
</span>clave:<span style=3D'letter-spacing:-.5pt'> </span>(1)<span
style=3D'letter-spacing:-.5pt'> </span>usabilidad,<span style=3D'letter-spa=
cing:
-.5pt'> </span>y<span style=3D'letter-spacing:-.5pt'> </span>(2)<span
style=3D'letter-spacing:-.5pt'> </span>calidad<span style=3D'letter-spacing=
:-.5pt'>
</span>de<span style=3D'letter-spacing:-.5pt'> </span>la<span style=3D'lett=
er-spacing:
-.5pt'> </span>recomendaci&oacute;n.<span style=3D'letter-spacing:-.5pt'> <=
/span>Para<span
style=3D'letter-spacing:-.5pt'> </span>evaluar<span style=3D'letter-spacing=
:-.5pt'>
</span>(1)<span style=3D'letter-spacing:-.5pt'> </span>la <span style=3D'le=
tter-spacing:
-.1pt'>usabilidad,</span><span style=3D'letter-spacing:-.65pt'> </span><span
style=3D'letter-spacing:-.1pt'>se</span><span style=3D'letter-spacing:-.65p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>utiliz&oacute;</span><span style=3D'letter-s=
pacing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>el</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>cuestionario</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>System</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Usability</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Scale</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>(SUS)</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>(Brooke,</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>1995),</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>que</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>consta</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de </span>10<span
style=3D'letter-spacing:-.45pt'> </span>preguntas<span style=3D'letter-spac=
ing:
-.5pt'> </span>con<span style=3D'letter-spacing:-.45pt'> </span>cinco<span
style=3D'letter-spacing:-.45pt'> </span>opciones<span style=3D'letter-spaci=
ng:-.5pt'>
</span>de<span style=3D'letter-spacing:-.45pt'> </span>respuesta.<span
style=3D'letter-spacing:-.45pt'> </span>Para<span style=3D'letter-spacing:-=
.45pt'> </span>evaluar<span
style=3D'letter-spacing:-.45pt'> </span>(2)<span style=3D'letter-spacing:-.=
45pt'> </span>la<span
style=3D'letter-spacing:-.5pt'> </span>calidad<span style=3D'letter-spacing=
:-.45pt'>
</span>de<span style=3D'letter-spacing:-.45pt'> </span>la<span style=3D'let=
ter-spacing:
-.45pt'> </span>recomendaci&oacute;n, <span style=3D'letter-spacing:-.1pt'>=
se</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>dise&ntilde;&oacute;</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>un</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>cuestionario</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>espec&iacute;fico</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>3</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>preguntas</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>que</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>permite</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>analizar</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>grado</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>satisfacci&oacute;n
</span>de<span style=3D'letter-spacing:-.6pt'> </span>los<span style=3D'let=
ter-spacing:
-.6pt'> </span>docentes<span style=3D'letter-spacing:-.55pt'> </span>con<sp=
an
style=3D'letter-spacing:-.55pt'> </span>respecto<span style=3D'letter-spaci=
ng:-.6pt'>
</span>a<span style=3D'letter-spacing:-.55pt'> </span>los<span style=3D'let=
ter-spacing:
-.6pt'> </span>cursos<span style=3D'letter-spacing:-.55pt'> </span>sugerido=
s.<span
style=3D'letter-spacing:-.55pt'> </span>La<span style=3D'letter-spacing:-.6=
pt'> </span>lista<span
style=3D'letter-spacing:-.55pt'> </span>de<span style=3D'letter-spacing:-.6=
pt'> </span>preguntas<span
style=3D'letter-spacing:-.55pt'> </span>se<span style=3D'letter-spacing:-.6=
pt'> </span>muestra<span
style=3D'letter-spacing:-.55pt'> </span>en<span style=3D'letter-spacing:-.5=
5pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Tabla</span></span></p>

<p class=3DMsoBodyText style=3D'margin-left:16.0pt;text-align:justify;line-=
height:
13.55pt;mso-line-height-rule:exactly'><span lang=3DES>6.<span style=3D'lett=
er-spacing:
-.6pt'> </span>La<span style=3D'letter-spacing:-.6pt'> </span>evaluaci&oacu=
te;n<span
style=3D'letter-spacing:-.6pt'> </span>fue<span style=3D'letter-spacing:-.5=
5pt'> </span>realizada<span
style=3D'letter-spacing:-.6pt'> </span>por<span style=3D'letter-spacing:-.6=
pt'> </span>una<span
style=3D'letter-spacing:-.6pt'> </span>muestra<span style=3D'letter-spacing=
:-.55pt'>
</span>de<span style=3D'letter-spacing:-.6pt'> </span>n=3D140<span
style=3D'letter-spacing:-.6pt'> </span>docentes<span style=3D'letter-spacin=
g:-.6pt'>
</span>de<span style=3D'letter-spacing:-.55pt'> </span>la<span style=3D'let=
ter-spacing:
-.6pt'> </span>Universidad<span style=3D'letter-spacing:-.6pt'> </span>de<s=
pan
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Cuenca</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt;margin-right:0cm;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify'><span lang=
=3DES>utilizando
Google <span style=3D'letter-spacing:-.1pt'>Forms.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.8pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1><span lang=3DES style=3D'letter-spacing:-.1pt'>Tabla</span><span lang=
=3DES
style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.5pt'>6</span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Preguntas<span style=3D'letter-spacing:-.3pt'> <=
/span>para<span
style=3D'letter-spacing:-.1pt'> </span>medir<span style=3D'letter-spacing:-=
.15pt'> </span>el<span
style=3D'letter-spacing:-.1pt'> </span>grado<span style=3D'letter-spacing:-=
.15pt'> </span>de<span
style=3D'letter-spacing:-.1pt'> </span>satisfacci&oacute;n<span style=3D'le=
tter-spacing:
-.1pt'> </span>de<span style=3D'letter-spacing:-.1pt'> </span>los<span
style=3D'letter-spacing:-.2pt'> </span>docentes<span style=3D'letter-spacin=
g:-.15pt'>
</span>(calidad<span style=3D'letter-spacing:-.1pt'> </span>de<span
style=3D'letter-spacing:-.1pt'> </span>la<span style=3D'letter-spacing:-.1p=
t'>
recomendaci&oacute;n)</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><i style=3D'mso-bidi-font-=
style:
normal'><span lang=3DES style=3D'font-size:4.5pt;mso-bidi-font-size:12.0pt'=
><o:p>&nbsp;</o:p></span></i></p>

<table class=3DTableNormal border=3D1 cellspacing=3D0 cellpadding=3D0 style=
=3D'margin-left:
 20.75pt;border-collapse:collapse;mso-table-layout-alt:fixed;border:none;
 mso-border-alt:solid black 1.0pt;mso-yfti-tbllook:480;mso-padding-alt:0cm =
0cm 0cm 0cm;
 mso-border-insideh:1.0pt solid black;mso-border-insidev:1.0pt solid black'>
 <tr style=3D'mso-yfti-irow:0;mso-yfti-firstrow:yes;height:16.4pt'>
  <td width=3D112 valign=3Dtop style=3D'width:84.1pt;border:solid black 1.0=
pt;
  padding:0cm 0cm 0cm 0cm;height:16.4pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.85pt;margin-right:.05pt;
  margin-bottom:0cm;margin-left:1.0pt;margin-bottom:.0001pt'><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
9.0pt;
  mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>IDENTIFICADOR</span></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
9.0pt;
  mso-bidi-font-size:11.0pt'><o:p></o:p></span></b></p>
  </td>
  <td width=3D209 valign=3Dtop style=3D'width:156.6pt;border:solid black 1.=
0pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:16.4pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.85pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:1.5pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>PREGUNTA</span></b><b style=3D'mso-bidi-font-weight=
:normal'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></b></p>
  </td>
  <td width=3D134 valign=3Dtop style=3D'width:100.45pt;border:solid black 1=
.0pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:16.4pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:2.85pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:9.35pt;margin-bottom:.0001pt;text-align:
  left'><b style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'f=
ont-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>M&Eacute;TRICA
  M&Iacute;NIMA</span></b><b style=3D'mso-bidi-font-weight:normal'><span la=
ng=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></b=
></p>
  </td>
  <td width=3D135 valign=3Dtop style=3D'width:101.5pt;border:solid black 1.=
0pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:16.4pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:2.85pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:8.45pt;margin-bottom:.0001pt;text-align:
  left'><b style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'f=
ont-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>M&Eacute;TRICA
  M&Aacute;XIMA</span></b><b style=3D'mso-bidi-font-weight:normal'><span la=
ng=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></b=
></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:1;height:27.35pt'>
  <td width=3D112 valign=3Dtop style=3D'width:84.1pt;border:solid black 1.0=
pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:27.35pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.4pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:1.0pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'>PS1</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D209 valign=3Dtop style=3D'width:156.6pt;border-top:none;borde=
r-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-left:4.0pt;text-al=
ign:left;
  line-height:103%'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-=
size:
  11.0pt;line-height:103%'>&iquest;C&oacute;mo calificar&iacute;a la releva=
ncia
  de los<span style=3D'letter-spacing:4.0pt'> </span>cursos recomendados?<o=
:p></o:p></span></p>
  </td>
  <td width=3D134 valign=3Dtop style=3D'width:100.45pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:8.4pt;margin-r=
ight:0cm;
  margin-bottom:0cm;margin-left:4.0pt;margin-bottom:.0001pt;text-align:left=
'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'>Nada <span
  style=3D'letter-spacing:-.1pt'>relevante.</span><o:p></o:p></span></p>
  </td>
  <td width=3D135 valign=3Dtop style=3D'width:101.5pt;border-top:none;borde=
r-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:27.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:8.4pt;margin-r=
ight:0cm;
  margin-bottom:0cm;margin-left:4.05pt;margin-bottom:.0001pt;text-align:lef=
t'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'>Muy <span
  style=3D'letter-spacing:-.1pt'>relevante.</span><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:2;height:38.15pt'>
  <td width=3D112 valign=3Dtop style=3D'width:84.1pt;border:solid black 1.0=
pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:38.15pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:3.45pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:le=
ft'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:9=
.0pt;
  mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p></span></i></p>
  <p class=3DTableParagraph style=3D'margin-top:0cm;margin-right:0cm;margin=
-bottom:
  0cm;margin-left:1.0pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'>PS2</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D209 valign=3Dtop style=3D'width:156.6pt;border-top:none;borde=
r-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:38.15pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:2.25pt;
  margin-bottom:0cm;margin-left:4.0pt;margin-bottom:.0001pt;text-align:just=
ify;
  line-height:103%'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-=
size:
  11.0pt;line-height:103%'>En<span style=3D'letter-spacing:2.0pt'> </span>t=
&eacute;rminos<span
  style=3D'letter-spacing:2.0pt'> </span>de<span style=3D'letter-spacing:2.=
0pt'> </span>ajuste<span
  style=3D'letter-spacing:2.0pt'> </span>a<span style=3D'letter-spacing:2.0=
pt'> </span>sus<span
  style=3D'letter-spacing:2.0pt'> </span>intereses<span style=3D'letter-spa=
cing:
  2.0pt'> </span>y <span style=3D'letter-spacing:.45pt'>necesidades, </span=
>&iquest;c&oacute;mo
  <span style=3D'letter-spacing:.45pt'>calificar&iacute;a </span><span
  style=3D'letter-spacing:.5pt'>las </span><span style=3D'letter-spacing:-.=
1pt'>recomendaciones?</span><o:p></o:p></span></p>
  </td>
  <td width=3D134 valign=3Dtop style=3D'width:100.45pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:38.15pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:3.45pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:le=
ft'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:9=
.0pt;
  mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p></span></i></p>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:0cm;margin-rig=
ht:0cm;
  margin-bottom:0cm;margin-left:4.0pt;margin-bottom:.0001pt;text-align:left=
'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'>Nada <span
  style=3D'letter-spacing:-.1pt'>&uacute;til.</span><o:p></o:p></span></p>
  </td>
  <td width=3D135 valign=3Dtop style=3D'width:101.5pt;border-top:none;borde=
r-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:38.15pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:3.45pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:le=
ft'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:9=
.0pt;
  mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p></span></i></p>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:0cm;margin-rig=
ht:0cm;
  margin-bottom:0cm;margin-left:4.05pt;margin-bottom:.0001pt;text-align:lef=
t'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'>Muy <span
  style=3D'letter-spacing:-.1pt'>&uacute;til.</span><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:3;mso-yfti-lastrow:yes;height:48.95pt'>
  <td width=3D112 valign=3Dtop style=3D'width:84.1pt;border:solid black 1.0=
pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:48.95pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:8.85pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:le=
ft'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:9=
.0pt;
  mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p></span></i></p>
  <p class=3DTableParagraph style=3D'margin-top:0cm;margin-right:0cm;margin=
-bottom:
  0cm;margin-left:1.0pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'>PS3</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D209 valign=3Dtop style=3D'width:156.6pt;border-top:none;borde=
r-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:48.95pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.0pt;margin-right:2.25pt;
  margin-bottom:0cm;margin-left:4.0pt;margin-bottom:.0001pt;text-align:just=
ify;
  line-height:103%'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-=
size:
  11.0pt;line-height:103%'>&iquest;Considera<span style=3D'letter-spacing:-=
.2pt'>
  </span>que<span style=3D'letter-spacing:-.2pt'> </span>los<span
  style=3D'letter-spacing:-.2pt'> </span>cursos<span style=3D'letter-spacin=
g:-.2pt'>
  </span>recomendados est&aacute;n alineados a las cinco competencias TIC <=
span
  style=3D'letter-spacing:.5pt'>(tecnol&oacute;gica, comunicativa, </span><=
span
  style=3D'letter-spacing:.55pt'>de </span>gesti&oacute;n, investigativa y
  pedag&oacute;gica)?<o:p></o:p></span></p>
  </td>
  <td width=3D134 valign=3Dtop style=3D'width:100.45pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:48.95pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:8.85pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:le=
ft'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:9=
.0pt;
  mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p></span></i></p>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:0cm;margin-rig=
ht:0cm;
  margin-bottom:0cm;margin-left:4.0pt;margin-bottom:.0001pt;text-align:left=
'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'>No<span
  style=3D'letter-spacing:-.15pt'> </span>alineadas<span style=3D'letter-sp=
acing:
  -.2pt'> </span>en<span style=3D'letter-spacing:-.1pt'> absoluto.</span><o=
:p></o:p></span></p>
  </td>
  <td width=3D135 valign=3Dtop style=3D'width:101.5pt;border-top:none;borde=
r-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:48.95pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:8.85pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:le=
ft'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:9=
.0pt;
  mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p></span></i></p>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:0cm;margin-rig=
ht:0cm;
  margin-bottom:0cm;margin-left:4.05pt;margin-bottom:.0001pt;text-align:lef=
t'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spaci=
ng:-.1pt'>Totalmente</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spaci=
ng:.35pt'>
  </span><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;
  letter-spacing:-.1pt'>alineadas.</span><span lang=3DES style=3D'font-size=
:9.0pt;
  mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  </td>
 </tr>
</table>

</div>

<span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;font-fam=
ily:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
ES;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'><br clear=3Dall
style=3D'page-break-before:always;mso-break-type:section-break'>
</span>

<div class=3DWordSection18>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.7pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>En<span style=3D'letter-spacing:1.=
9pt'> </span>cuanto<span
style=3D'letter-spacing:1.9pt'> </span>al<span style=3D'letter-spacing:1.9p=
t'> </span>cuestionario<span
style=3D'letter-spacing:1.9pt'> </span>de<span style=3D'letter-spacing:1.9p=
t'> </span>satisfacci&oacute;n<span
style=3D'letter-spacing:1.9pt'> </span>sobre<span style=3D'letter-spacing:1=
.9pt'> </span>la<span
style=3D'letter-spacing:1.9pt'> </span>calidad<span style=3D'letter-spacing=
:1.9pt'>
</span>de<span style=3D'letter-spacing:1.9pt'> </span>la<span style=3D'lett=
er-spacing:
1.9pt'> </span>recomendaci&oacute;n<span style=3D'letter-spacing:1.9pt'> </=
span>de
los cursos, la tendencia general mostrada en la Figura 9 revela que las
respuestas tienden a concentrarse en las calificaciones m&aacute;s altas (4=
 y
5).</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.75pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1><span lang=3DES>Figura <span style=3D'letter-spacing:-.5pt'>9</span></s=
pan></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Agrupaci&oacute;n<span style=3D'letter-spacing:-=
.3pt'>
</span>de<span style=3D'letter-spacing:-.15pt'> </span>las<span style=3D'le=
tter-spacing:
-.2pt'> </span>respuestas<span style=3D'letter-spacing:-.2pt'> </span>por<s=
pan
style=3D'letter-spacing:-.2pt'> </span>cada<span style=3D'letter-spacing:-.=
2pt'> </span>pregunta<span
style=3D'letter-spacing:-.15pt'> </span>del<span style=3D'letter-spacing:-.=
15pt'> </span>cuestionario<span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
5pt'> </span><span
style=3D'letter-spacing:-.1pt'>satisfacci&oacute;n</span><o:p></o:p></span>=
</i></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><!--[if gte vml 1]><o:wrap=
block><v:shape
  id=3D"Image_x0020_29" o:spid=3D"_x0000_s1028" type=3D"#_x0000_t75" style=
=3D'position:absolute;
  margin-left:109.3pt;margin-top:12.05pt;width:378.65pt;height:115.35pt;
  z-index:-15723008;visibility:visible;mso-wrap-style:square;
  mso-wrap-distance-left:0;mso-wrap-distance-top:0;mso-wrap-distance-right:=
0;
  mso-wrap-distance-bottom:0;mso-position-horizontal:absolute;
  mso-position-horizontal-relative:page;mso-position-vertical:absolute;
  mso-position-vertical-relative:text'>
  <v:imagedata src=3D"1201-RTE-36-e1_archivos/image024.png" o:title=3D""/>
  <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
  <w:wrap type=3D"topAndBottom" anchorx=3D"page"/>
 </v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>
 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D146 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D505 height=3D154 src=3D"1201-RTE-36-e1_archivos/image02=
5.jpg"
   v:shapes=3D"Image_x0020_29"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
9.0pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:5.75pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.6pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>En<span style=3D'letter-spacing:-.=
75pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span>Tabla<span style=3D'letter-spacing:=
-.75pt'>
</span>7,<span style=3D'letter-spacing:-.75pt'> </span>se<span style=3D'let=
ter-spacing:
-.75pt'> </span>puede<span style=3D'letter-spacing:-.75pt'> </span>observar=
<span
style=3D'letter-spacing:-.75pt'> </span>que<span style=3D'letter-spacing:-.=
7pt'> </span>todos<span
style=3D'letter-spacing:-.75pt'> </span>los<span style=3D'letter-spacing:-.=
7pt'> </span>promedios<span
style=3D'letter-spacing:-.75pt'> </span>para<span style=3D'letter-spacing:-=
.7pt'> </span>cada<span
style=3D'letter-spacing:-.75pt'> </span>una<span style=3D'letter-spacing:-.=
7pt'> </span>de<span
style=3D'letter-spacing:-.75pt'> </span>las<span style=3D'letter-spacing:-.=
7pt'> </span>preguntas
superan<span style=3D'letter-spacing:-.25pt'> </span>el<span style=3D'lette=
r-spacing:
-.25pt'> </span>valor<span style=3D'letter-spacing:-.25pt'> </span>de<span
style=3D'letter-spacing:-.25pt'> </span>3.5<span style=3D'letter-spacing:-.=
25pt'> </span>(media),<span
style=3D'letter-spacing:-.25pt'> </span>lo<span style=3D'letter-spacing:-.2=
5pt'> </span>que<span
style=3D'letter-spacing:-.25pt'> </span>sugiere<span style=3D'letter-spacin=
g:-.25pt'>
</span>una<span style=3D'letter-spacing:-.25pt'> </span>percepci&oacute;n<s=
pan
style=3D'letter-spacing:-.25pt'> </span>generalmente<span style=3D'letter-s=
pacing:
-.25pt'> </span>positiva<span style=3D'letter-spacing:-.25pt'> </span>por<s=
pan
style=3D'letter-spacing:-.25pt'> </span>parte de los<span style=3D'letter-s=
pacing:
-.05pt'> </span>docentes<span style=3D'letter-spacing:-.05pt'> </span>sobre=
 los<span
style=3D'letter-spacing:-.05pt'> </span>cursos<span style=3D'letter-spacing=
:-.05pt'>
</span>recomendados. Los<span style=3D'letter-spacing:-.05pt'> </span>valor=
es<span
style=3D'letter-spacing:-.05pt'> </span>de la desviaci&oacute;n est&aacute;=
ndar
reflejan una ligera variabilidad en las respuestas para cada pregunta, lo q=
ue
indica que, aunque la percepci&oacute;n<span style=3D'letter-spacing:-.75pt=
'> </span>es<span
style=3D'letter-spacing:-.75pt'> </span>favorable,<span style=3D'letter-spa=
cing:
-.75pt'> </span>hay<span style=3D'letter-spacing:-.75pt'> </span>algunas<sp=
an
style=3D'letter-spacing:-.75pt'> </span>diferencias<span style=3D'letter-sp=
acing:
-.75pt'> </span>en<span style=3D'letter-spacing:-.75pt'> </span>c&oacute;mo=
<span
style=3D'letter-spacing:-.75pt'> </span>los<span style=3D'letter-spacing:-.=
75pt'> </span>docentes<span
style=3D'letter-spacing:-.75pt'> </span>valoran<span style=3D'letter-spacin=
g:-.75pt'>
</span>ciertos<span style=3D'letter-spacing:-.75pt'> </span>aspectos. En ge=
neral,
los resultados muestran que los cursos recomendados son vistos como relevan=
tes,
bien<span style=3D'letter-spacing:-.6pt'> </span>ajustados<span style=3D'le=
tter-spacing:
-.6pt'> </span>a<span style=3D'letter-spacing:-.6pt'> </span>sus<span
style=3D'letter-spacing:-.6pt'> </span>intereses<span style=3D'letter-spaci=
ng:-.6pt'>
</span>y<span style=3D'letter-spacing:-.6pt'> </span>necesidades,<span
style=3D'letter-spacing:-.6pt'> </span>y<span style=3D'letter-spacing:-.6pt=
'> </span>alineados<span
style=3D'letter-spacing:-.6pt'> </span>con<span style=3D'letter-spacing:-.6=
pt'> </span>las<span
style=3D'letter-spacing:-.6pt'> </span>competencias<span style=3D'letter-sp=
acing:
-.75pt'> </span>TIC.<span style=3D'letter-spacing:-.6pt'> </span>En<span
style=3D'letter-spacing:-.6pt'> </span>relaci&oacute;n <span style=3D'lette=
r-spacing:
-.2pt'>con el cuestionario SUS, el puntaje medio de usabilidad registrado e=
s de
aproximadamente 62.27, </span><span style=3D'letter-spacing:-.1pt'>con</spa=
n><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>una</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>mediana</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>60.</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Seg&uacute;n</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Figura</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>10,</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>que</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>proporciona</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>una</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>interpretaci&oacute;n</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>los</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>resultados
del</span><span style=3D'letter-spacing:-.65pt'> </span><span style=3D'lett=
er-spacing:
-.1pt'>cuestionario,</span><span style=3D'letter-spacing:-.65pt'> </span><s=
pan
style=3D'letter-spacing:-.1pt'>la</span><span style=3D'letter-spacing:-.65p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>herramienta</span><span style=3D'letter-spac=
ing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>recibe</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>una</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>calificaci&oacute;n</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>'D'</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>y</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>un</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>adjetivo</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>descriptor</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>'OK'.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>En </span>t&eacute;rminos<span
style=3D'letter-spacing:-.45pt'> </span>de<span style=3D'letter-spacing:-.4=
5pt'> </span>aceptabilidad,<span
style=3D'letter-spacing:-.45pt'> </span>se<span style=3D'letter-spacing:-.4=
5pt'> </span>clasifica<span
style=3D'letter-spacing:-.45pt'> </span>como<span style=3D'letter-spacing:-=
.45pt'> </span>'Marginal'.<span
style=3D'letter-spacing:-.45pt'> </span>La<span style=3D'letter-spacing:-.4=
5pt'> </span>desviaci&oacute;n<span
style=3D'letter-spacing:-.45pt'> </span>est&aacute;ndar,<span style=3D'lett=
er-spacing:
-.45pt'> </span>que<span style=3D'letter-spacing:-.45pt'> </span>se<span
style=3D'letter-spacing:-.45pt'> </span>sit&uacute;a<span style=3D'letter-s=
pacing:
-.45pt'> </span>en <span style=3D'letter-spacing:-.1pt'>torno</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>a</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>16.96,</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>indica</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>una</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>variabilidad</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>moderada</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>en</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>los</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>puntajes</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>usabilidad</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>entre</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>los</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>docentes.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.1pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<h1><span lang=3DES style=3D'letter-spacing:-.1pt'>Tabla</span><span lang=
=3DES
style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.5pt'>7</span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Resultados<span style=3D'letter-spacing:-.2pt'> =
</span>del<span
style=3D'letter-spacing:-.1pt'> </span>cuestionario<span style=3D'letter-sp=
acing:
-.1pt'> </span>de<span style=3D'letter-spacing:-.1pt'> satisfacci&oacute;n<=
/span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><i style=3D'mso-bidi-font-=
style:
normal'><span lang=3DES style=3D'font-size:4.5pt;mso-bidi-font-size:12.0pt'=
><o:p>&nbsp;</o:p></span></i></p>

<table class=3DTableNormal border=3D1 cellspacing=3D0 cellpadding=3D0 style=
=3D'margin-left:
 66.0pt;border-collapse:collapse;mso-table-layout-alt:fixed;border:none;
 mso-border-alt:solid black 1.0pt;mso-yfti-tbllook:480;mso-padding-alt:0cm =
0cm 0cm 0cm;
 mso-border-insideh:1.0pt solid black;mso-border-insidev:1.0pt solid black'>
 <tr style=3D'mso-yfti-irow:0;mso-yfti-firstrow:yes;height:16.4pt'>
  <td width=3D123 valign=3Dtop style=3D'width:91.9pt;border:solid black 1.0=
pt;
  padding:0cm 0cm 0cm 0cm;height:16.4pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.85pt;margin-right:.05pt;
  margin-bottom:0cm;margin-left:1.0pt;margin-bottom:.0001pt'><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
9.0pt;
  mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>IDENTIFICADOR</span></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
9.0pt;
  mso-bidi-font-size:11.0pt'><o:p></o:p></span></b></p>
  </td>
  <td width=3D146 valign=3Dtop style=3D'width:109.85pt;border:solid black 1=
.0pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:16.4pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.85pt'><b style=3D'mso-bid=
i-font-weight:
  normal'><span lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>MEDIA</span></b><b style=3D'mso-bidi-font-weight:no=
rmal'><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></b></p>
  </td>
  <td width=3D201 valign=3Dtop style=3D'width:150.45pt;border:solid black 1=
.0pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:16.4pt'>
  <p class=3DTableParagraph style=3D'margin-top:2.85pt;margin-right:.05pt;
  margin-bottom:0cm;margin-left:.95pt;margin-bottom:.0001pt'><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
9.0pt;
  mso-bidi-font-size:11.0pt'>DESVIACI&Oacute;N<span style=3D'letter-spacing=
:-.5pt'>
  </span><span style=3D'letter-spacing:-.1pt'>EST&Aacute;DAR</span><o:p></o=
:p></span></b></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:1;height:16.55pt'>
  <td width=3D123 valign=3Dtop style=3D'width:91.9pt;border:solid black 1.0=
pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-left:1.0pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>PS1</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D146 valign=3Dtop style=3D'width:109.85pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.45pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>=
4.12</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D201 valign=3Dtop style=3D'width:150.45pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-left:.95pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>=
0.95</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:2;height:16.55pt'>
  <td width=3D123 valign=3Dtop style=3D'width:91.9pt;border:solid black 1.0=
pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-left:1.0pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>PS2</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D146 valign=3Dtop style=3D'width:109.85pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.45pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>=
3.98</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D201 valign=3Dtop style=3D'width:150.45pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-left:.95pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>=
0.92</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:3;mso-yfti-lastrow:yes;height:16.55pt'>
  <td width=3D123 valign=3Dtop style=3D'width:91.9pt;border:solid black 1.0=
pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-left:1.0pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>PS3</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D146 valign=3Dtop style=3D'width:109.85pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-right:.45pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>=
4.03</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D201 valign=3Dtop style=3D'width:150.45pt;border-top:none;bord=
er-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:16.55pt'>
  <p class=3DTableParagraph style=3D'margin-left:.95pt'><span lang=3DES
  style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>=
0.97</span><span
  lang=3DES style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
</table>

<h1 style=3D'margin-top:13.7pt;margin-right:.3pt;margin-bottom:0cm;margin-l=
eft:
10.25pt;margin-bottom:.0001pt'><span lang=3DES>Figura <span style=3D'letter=
-spacing:
-.25pt'>10</span></span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Formas<span style=3D'letter-spacing:-.3pt'> </sp=
an>de<span
style=3D'letter-spacing:-.25pt'> </span>interpretar<span style=3D'letter-sp=
acing:
-.25pt'> </span>el<span style=3D'letter-spacing:-.25pt'> </span>puntaje<span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.25pt=
'>SUS</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.45pt'><!--[if gte vml 1]><o:wra=
pblock><v:shape
  id=3D"Image_x0020_30" o:spid=3D"_x0000_s1027" type=3D"#_x0000_t75" style=
=3D'position:absolute;
  margin-left:116.95pt;margin-top:9.7pt;width:358.55pt;height:104.6pt;
  z-index:-15722496;visibility:visible;mso-wrap-style:square;
  mso-wrap-distance-left:0;mso-wrap-distance-top:0;mso-wrap-distance-right:=
0;
  mso-wrap-distance-bottom:0;mso-position-horizontal:absolute;
  mso-position-horizontal-relative:page;mso-position-vertical:absolute;
  mso-position-vertical-relative:text'>
  <v:imagedata src=3D"1201-RTE-36-e1_archivos/image026.jpg" o:title=3D""/>
  <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
  <w:wrap type=3D"topAndBottom" anchorx=3D"page"/>
 </v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>
 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D156 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D478 height=3D139 src=3D"1201-RTE-36-e1_archivos/image02=
7.jpg"
   v:shapes=3D"Image_x0020_30"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
7.0pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

</div>

<span lang=3DES style=3D'font-size:7.0pt;mso-bidi-font-size:11.0pt;font-fam=
ily:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
ES;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'><br clear=3Dall
style=3D'page-break-before:always;mso-break-type:section-break'>
</span>

<div class=3DWordSection19>

<p class=3DMsoBodyText style=3D'margin-top:4.45pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<h1 style=3D'margin-right:.3pt'><span lang=3DES>Figura <span style=3D'lette=
r-spacing:
-.25pt'>11</span></span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Agrupaci&oacute;n<span style=3D'letter-spacing:-=
.3pt'>
</span>de<span style=3D'letter-spacing:-.15pt'> </span>las<span style=3D'le=
tter-spacing:
-.2pt'> </span>respuestas<span style=3D'letter-spacing:-.2pt'> </span>por<s=
pan
style=3D'letter-spacing:-.2pt'> </span>cada<span style=3D'letter-spacing:-.=
2pt'> </span>pregunta<span
style=3D'letter-spacing:-.15pt'> </span>del<span style=3D'letter-spacing:-.=
15pt'> </span>cuestionario<span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
5pt'> </span><span
style=3D'letter-spacing:-.1pt'>satisfacci&oacute;n</span><o:p></o:p></span>=
</i></p>

<p class=3DMsoBodyText style=3D'margin-top:5.8pt'><!--[if gte vml 1]><o:wra=
pblock><v:shape
  id=3D"Image_x0020_31" o:spid=3D"_x0000_s1026" type=3D"#_x0000_t75" style=
=3D'position:absolute;
  margin-left:109.8pt;margin-top:18.55pt;width:378.1pt;height:115.85pt;
  z-index:-15721984;visibility:visible;mso-wrap-style:square;
  mso-wrap-distance-left:0;mso-wrap-distance-top:0;mso-wrap-distance-right:=
0;
  mso-wrap-distance-bottom:0;mso-position-horizontal:absolute;
  mso-position-horizontal-relative:page;mso-position-vertical:absolute;
  mso-position-vertical-relative:text'>
  <v:imagedata src=3D"1201-RTE-36-e1_archivos/image028.jpg" o:title=3D""/>
  <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
  <w:wrap type=3D"topAndBottom" anchorx=3D"page"/>
 </v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>
 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D146 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D504 height=3D154 src=3D"1201-RTE-36-e1_archivos/image02=
9.jpg"
   v:shapes=3D"Image_x0020_31"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
10.0pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:4.55pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.05pt;margin-right:5.65pt;margin=
-bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Como se muestra en la Figura 11, l=
os
resultados sugieren que los docentes consideran que<span style=3D'letter-sp=
acing:
-.65pt'> </span>el<span style=3D'letter-spacing:-.4pt'> </span>sistema<span
style=3D'letter-spacing:-.4pt'> </span>tiene<span style=3D'letter-spacing:-=
.4pt'> </span>una<span
style=3D'letter-spacing:-.4pt'> </span>usabilidad<span style=3D'letter-spac=
ing:
-.4pt'> </span>moderada<span style=3D'letter-spacing:-.4pt'> </span>o<span
style=3D'letter-spacing:-.4pt'> </span>promedio.<span style=3D'letter-spaci=
ng:-.75pt'>
</span>Aunque<span style=3D'letter-spacing:-.4pt'> </span>el<span
style=3D'letter-spacing:-.4pt'> </span>puntaje<span style=3D'letter-spacing=
:-.4pt'>
</span>no<span style=3D'letter-spacing:-.4pt'> </span>es<span style=3D'lett=
er-spacing:
-.4pt'> </span>bajo,<span style=3D'letter-spacing:-.4pt'> </span>indica que
existe un margen significativo para mejorar la usabilidad del sistema. Esto
implica que la herramienta podr&iacute;a beneficiarse de una revisi&oacute;n
para abordar los aspectos que han conducido a valoraciones m&aacute;s bajas=
. En
resumen, mientras los docentes est&aacute;n satisfechos con los cursos
recomendados,<span style=3D'letter-spacing:-.55pt'> </span>encuentran<span
style=3D'letter-spacing:-.55pt'> </span>dificultades<span style=3D'letter-s=
pacing:
-.55pt'> </span>en<span style=3D'letter-spacing:-.55pt'> </span>el<span
style=3D'letter-spacing:-.55pt'> </span>uso<span style=3D'letter-spacing:-.=
55pt'> </span>de<span
style=3D'letter-spacing:-.55pt'> </span>la<span style=3D'letter-spacing:-.5=
5pt'> </span>herramienta,<span
style=3D'letter-spacing:-.55pt'> </span>lo<span style=3D'letter-spacing:-.5=
5pt'> </span>que<span
style=3D'letter-spacing:-.55pt'> </span>subraya<span style=3D'letter-spacin=
g:-.55pt'>
</span>la<span style=3D'letter-spacing:-.55pt'> </span>necesidad de mejorar
ciertos aspectos de su usabilidad para optimizar la experiencia del usuario=
.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:12.9pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-top:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:=
175.75pt;
margin-bottom:.0001pt;text-align:justify'><span lang=3DES>Discusi&oacute;n<=
span
style=3D'letter-spacing:2.65pt'> </span>y<span style=3D'letter-spacing:-.1p=
t'>
Conclusiones</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt;margin-right:5.65pt;margin=
-bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES style=3D'letter-spacing:-.2pt'>El<=
/span><span
lang=3DES style=3D'letter-spacing:-.55pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.2pt'>campo</span><span lang=3DES style=3D'letter-spacing:-.45pt'> </span>=
<span
lang=3DES style=3D'letter-spacing:-.2pt'>de</span><span lang=3DES style=3D'=
letter-spacing:
-.45pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>las</span><s=
pan
lang=3DES style=3D'letter-spacing:-.55pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.2pt'>Tecnolog&iacute;as</span><span lang=3DES style=3D'letter-spacing:-.4=
5pt'> </span><span
lang=3DES style=3D'letter-spacing:-.2pt'>de</span><span lang=3DES style=3D'=
letter-spacing:
-.45pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>la</span><sp=
an
lang=3DES style=3D'letter-spacing:-.45pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.2pt'>Informaci&oacute;n</span><span lang=3DES style=3D'letter-spacing:-.4=
5pt'> </span><span
lang=3DES style=3D'letter-spacing:-.2pt'>y</span><span lang=3DES style=3D'l=
etter-spacing:
-.45pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>la</span><sp=
an
lang=3DES style=3D'letter-spacing:-.45pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.2pt'>Comuni<a name=3D"_Hlk86590003"></a>caci&oacute;n</span><span lang=3D=
ES
style=3D'letter-spacing:-.45pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.2pt'>(TIC)</span><span
lang=3DES style=3D'letter-spacing:-.45pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.2pt'>est&aacute;</span><span lang=3DES style=3D'letter-spacing:-.45pt'> <=
/span><span
lang=3DES style=3D'letter-spacing:-.2pt'>en</span><span lang=3DES style=3D'=
letter-spacing:
-.45pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>constante </=
span><span
lang=3DES>evoluci&oacute;n, lo que impone la necesidad de una revisi&oacute=
;n
continua de las competencias docentes en<span style=3D'letter-spacing:-.05p=
t'> </span>este<span
style=3D'letter-spacing:-.05pt'> </span>&aacute;mbito.<span style=3D'letter=
-spacing:
-.7pt'> </span>A<span style=3D'letter-spacing:-.7pt'> </span>lo<span
style=3D'letter-spacing:-.05pt'> </span>largo<span style=3D'letter-spacing:=
-.05pt'>
</span>de<span style=3D'letter-spacing:-.05pt'> </span>este<span
style=3D'letter-spacing:-.05pt'> </span>estudio,<span style=3D'letter-spaci=
ng:-.05pt'>
</span>la<span style=3D'letter-spacing:-.05pt'> </span>implementaci&oacute;=
n<span
style=3D'letter-spacing:-.05pt'> </span>de<span style=3D'letter-spacing:-.0=
5pt'> </span>un<span
style=3D'letter-spacing:-.05pt'> </span>sistema<span style=3D'letter-spacin=
g:-.05pt'>
</span>de<span style=3D'letter-spacing:-.05pt'> </span>recomendaci&oacute;n=
 de
cursos personalizados ha demostrado ser una herramienta valiosa para apoyar=
 el
desarrollo profesional<span style=3D'letter-spacing:-.05pt'> </span>continu=
o<span
style=3D'letter-spacing:-.05pt'> </span>de<span style=3D'letter-spacing:-.0=
5pt'> </span>los<span
style=3D'letter-spacing:-.05pt'> </span>docentes,<span style=3D'letter-spac=
ing:
-.05pt'> </span>contribuyendo<span style=3D'letter-spacing:-.05pt'> </span>=
as&iacute;<span
style=3D'letter-spacing:-.05pt'> </span>a<span style=3D'letter-spacing:-.05=
pt'> </span>la<span
style=3D'letter-spacing:-.05pt'> </span>mejora<span style=3D'letter-spacing=
:-.05pt'>
</span>de<span style=3D'letter-spacing:-.05pt'> </span>la<span style=3D'let=
ter-spacing:
-.05pt'> </span>calidad<span style=3D'letter-spacing:-.05pt'> </span>educat=
iva<span
style=3D'letter-spacing:-.05pt'> </span>en las instituciones.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.05pt;margin-right:5.85pt;margin=
-bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>Los<span style=3D'letter-spacing:-=
.3pt'> </span>resultados<span
style=3D'letter-spacing:-.3pt'> </span>obtenidos<span style=3D'letter-spaci=
ng:-.3pt'>
</span>sugieren<span style=3D'letter-spacing:-.3pt'> </span>que,<span
style=3D'letter-spacing:-.3pt'> </span>si<span style=3D'letter-spacing:-.3p=
t'> </span>bien<span
style=3D'letter-spacing:-.3pt'> </span>los<span style=3D'letter-spacing:-.3=
pt'> </span>cursos<span
style=3D'letter-spacing:-.3pt'> </span>recomendados<span style=3D'letter-sp=
acing:
-.3pt'> </span>son<span style=3D'letter-spacing:-.3pt'> </span>percibidos c=
omo
relevantes y bien alineados con las necesidades y competencias<span
style=3D'letter-spacing:-.05pt'> </span>TIC de los docentes, la <span
style=3D'letter-spacing:-.1pt'>usabilidad</span><span style=3D'letter-spaci=
ng:-.35pt'>
</span><span style=3D'letter-spacing:-.1pt'>del</span><span style=3D'letter=
-spacing:
-.35pt'> </span><span style=3D'letter-spacing:-.1pt'>sistema</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>presenta</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>ciertos</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>desaf&iacute;os.</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>El</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>an&aacute;lisis</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>la</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>usabilidad</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>muestra</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>que,</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>aunque
</span>la herramienta cumple su funci&oacute;n, existe un margen considerab=
le
para mejorar la experiencia del usuario, lo cual es esencial para maximizar=
 la
efectividad y la adopci&oacute;n de la plataforma.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.05pt;margin-right:5.7pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>En t&eacute;rminos generales, este
sistema no solo facilita la actualizaci&oacute;n continua de las competenci=
as
docentes en un entorno educativo din&aacute;mico, sino que tambi&eacute;n
promueve una integraci&oacute;n<span style=3D'letter-spacing:-.6pt'> </span=
>m&aacute;s<span
style=3D'letter-spacing:-.6pt'> </span>efectiva<span style=3D'letter-spacin=
g:-.55pt'>
</span>de<span style=3D'letter-spacing:-.55pt'> </span>las<span style=3D'le=
tter-spacing:
-.75pt'> </span>TIC<span style=3D'letter-spacing:-.55pt'> </span>en<span
style=3D'letter-spacing:-.55pt'> </span>la<span style=3D'letter-spacing:-.5=
5pt'> </span>ense&ntilde;anza.<span
style=3D'letter-spacing:-.55pt'> </span>Esto<span style=3D'letter-spacing:-=
.55pt'> </span>tiene<span
style=3D'letter-spacing:-.55pt'> </span>un<span style=3D'letter-spacing:-.5=
5pt'> </span>impacto<span
style=3D'letter-spacing:-.55pt'> </span>directo<span style=3D'letter-spacin=
g:-.6pt'>
</span>en<span style=3D'letter-spacing:-.55pt'> </span>la<span style=3D'let=
ter-spacing:
-.55pt'> </span>calidad de la educaci&oacute;n y enriquece la experiencia de
aprendizaje de los estudiantes, prepar&aacute;ndolos mejor para un mundo ca=
da
vez m&aacute;s digital. No obstante, para que el sistema alcance su pleno
potencial, es fundamental continuar mejorando tanto la calidad de las
recomendaciones como la<span style=3D'letter-spacing:-.1pt'> </span>usabili=
dad<span
style=3D'letter-spacing:-.1pt'> </span>del<span style=3D'letter-spacing:-.1=
pt'> </span>sistema.<span
style=3D'letter-spacing:-.1pt'> </span>Estas<span style=3D'letter-spacing:-=
.1pt'> </span>mejoras<span
style=3D'letter-spacing:-.1pt'> </span>son<span style=3D'letter-spacing:-.1=
pt'> </span>necesarias<span
style=3D'letter-spacing:-.1pt'> </span>para<span style=3D'letter-spacing:-.=
1pt'> </span>garantizar<span
style=3D'letter-spacing:-.15pt'> </span>que<span style=3D'letter-spacing:-.=
1pt'> </span>la<span
style=3D'letter-spacing:-.1pt'> </span>herramienta<span style=3D'letter-spa=
cing:
-.15pt'> </span>siga siendo relevante y &uacute;til en un contexto educativ=
o en
constante cambio.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.9pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>El<span style=3D'letter-spacing:-.=
2pt'> </span>uso<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.2p=
t'> </span>t&eacute;cnicas<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.2p=
t'> </span>filtrado<span
style=3D'letter-spacing:-.2pt'> </span>basado<span style=3D'letter-spacing:=
-.2pt'> </span>en<span
style=3D'letter-spacing:-.2pt'> </span>contenido<span style=3D'letter-spaci=
ng:-.2pt'>
</span>y<span style=3D'letter-spacing:-.2pt'> </span>procesamiento<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.2p=
t'> </span>lenguaje<span
style=3D'letter-spacing:-.2pt'> </span>natural (PLN) ha demostrado ser efec=
tivo
para categorizar cursos y alinear las recomendaciones con las necesidades
espec&iacute;ficas de los docentes. No obstante, la precisi&oacute;n en la
interpretaci&oacute;n del lenguaje<span style=3D'letter-spacing:.35pt'> </s=
pan>y<span
style=3D'letter-spacing:.35pt'> </span>la<span style=3D'letter-spacing:.35p=
t'> </span>clasificaci&oacute;n<span
style=3D'letter-spacing:.35pt'> </span>de<span style=3D'letter-spacing:.35p=
t'> </span>contenidos<span
style=3D'letter-spacing:.35pt'> </span>sigue<span style=3D'letter-spacing:.=
35pt'> </span>siendo<span
style=3D'letter-spacing:.35pt'> </span>un<span style=3D'letter-spacing:.35p=
t'> </span>&aacute;rea<span
style=3D'letter-spacing:.35pt'> </span>de<span style=3D'letter-spacing:.35p=
t'> </span>mejora.<span
style=3D'letter-spacing:.35pt'> </span>La<span style=3D'letter-spacing:.35p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>implementaci&oacute;n</span></span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:108%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection20>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.85pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
108%'><span lang=3DES>de<span style=3D'letter-spacing:-.75pt'> </span>un<sp=
an
style=3D'letter-spacing:-.65pt'> </span>modelo<span style=3D'letter-spacing=
:-.65pt'>
</span>h&iacute;brido,<span style=3D'letter-spacing:-.65pt'> </span>que<span
style=3D'letter-spacing:-.65pt'> </span>integra<span style=3D'letter-spacin=
g:-.65pt'>
</span>la<span style=3D'letter-spacing:-.75pt'> </span>Taxonom&iacute;a<span
style=3D'letter-spacing:-.65pt'> </span>de<span style=3D'letter-spacing:-.6=
5pt'> </span>Bloom<span
style=3D'letter-spacing:-.65pt'> </span>para<span style=3D'letter-spacing:-=
.65pt'> </span>identificar<span
style=3D'letter-spacing:-.65pt'> </span>el<span style=3D'letter-spacing:-.6=
5pt'> </span>nivel<span
style=3D'letter-spacing:-.65pt'> </span>cognitivo<span style=3D'letter-spac=
ing:
-.65pt'> </span>de los<span style=3D'letter-spacing:-.6pt'> </span>cursos,<=
span
style=3D'letter-spacing:-.6pt'> </span>ha<span style=3D'letter-spacing:-.6p=
t'> </span>permitido<span
style=3D'letter-spacing:-.6pt'> </span>una<span style=3D'letter-spacing:-.6=
pt'> </span>mayor<span
style=3D'letter-spacing:-.6pt'> </span>personalizaci&oacute;n,<span
style=3D'letter-spacing:-.6pt'> </span>pero<span style=3D'letter-spacing:-.=
6pt'> </span>tambi&eacute;n<span
style=3D'letter-spacing:-.6pt'> </span>ha<span style=3D'letter-spacing:-.6p=
t'> </span>subrayado<span
style=3D'letter-spacing:-.6pt'> </span>la<span style=3D'letter-spacing:-.6p=
t'> </span>complejidad
de automatizar estas recomendaciones de manera precisa.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.1pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.3pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>Como lecciones aprendidas se pueden
indicar las siguientes: (1) Respecto de la Evaluaci&oacute;n<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
5pt'> </span>Competencias<span
style=3D'letter-spacing:-.5pt'> </span>TIC:<span style=3D'letter-spacing:-.=
25pt'> </span>La<span
style=3D'letter-spacing:-.25pt'> </span>diversidad<span style=3D'letter-spa=
cing:
-.25pt'> </span>en<span style=3D'letter-spacing:-.25pt'> </span>las<span
style=3D'letter-spacing:-.25pt'> </span>habilidades<span style=3D'letter-sp=
acing:
-.25pt'> </span>y<span style=3D'letter-spacing:-.25pt'> </span>conocimiento=
s<span
style=3D'letter-spacing:-.5pt'> </span>TIC<span style=3D'letter-spacing:-.2=
5pt'> </span>entre
los<span style=3D'letter-spacing:1.6pt'> </span>docentes<span style=3D'lett=
er-spacing:
1.6pt'> </span>destac&oacute;<span style=3D'letter-spacing:1.6pt'> </span>l=
a<span
style=3D'letter-spacing:1.6pt'> </span>necesidad<span style=3D'letter-spaci=
ng:1.6pt'>
</span>de<span style=3D'letter-spacing:1.6pt'> </span>herramientas<span
style=3D'letter-spacing:1.6pt'> </span>de<span style=3D'letter-spacing:1.6p=
t'> </span>evaluaci&oacute;n<span
style=3D'letter-spacing:1.6pt'> </span>m&aacute;s<span style=3D'letter-spac=
ing:
1.6pt'> </span>precisas<span style=3D'letter-spacing:1.6pt'> </span>y<span
style=3D'letter-spacing:1.6pt'> </span>objetivas. La subjetividad en las
autoevaluaciones puede afectar la exactitud de las recomendaciones, sugirie=
ndo<span
style=3D'letter-spacing:-.6pt'> </span>la<span style=3D'letter-spacing:-.6p=
t'> </span>necesidad<span
style=3D'letter-spacing:-.6pt'> </span>de<span style=3D'letter-spacing:-.6p=
t'> </span>m&eacute;todos<span
style=3D'letter-spacing:-.65pt'> </span>m&aacute;s<span style=3D'letter-spa=
cing:
-.65pt'> </span>estandarizados<span style=3D'letter-spacing:-.65pt'> </span=
>y<span
style=3D'letter-spacing:-.6pt'> </span>menos<span style=3D'letter-spacing:-=
.65pt'> </span>dependientes<span
style=3D'letter-spacing:-.65pt'> </span>de<span style=3D'letter-spacing:-.6=
pt'> </span>la<span
style=3D'letter-spacing:-.6pt'> </span>percepci&oacute;n individual.<span
style=3D'letter-spacing:-.45pt'> </span>(2)<span style=3D'letter-spacing:-.=
45pt'> </span>Respecto<span
style=3D'letter-spacing:-.45pt'> </span>del<span style=3D'letter-spacing:-.=
45pt'> </span>Desarrollo<span
style=3D'letter-spacing:-.65pt'> </span>Tecnol&oacute;gico:<span
style=3D'letter-spacing:-.45pt'> </span>La<span style=3D'letter-spacing:-.4=
5pt'> </span>colaboraci&oacute;n<span
style=3D'letter-spacing:-.45pt'> </span>con<span style=3D'letter-spacing:-.=
45pt'> </span>expertos<span
style=3D'letter-spacing:-.45pt'> </span>en<span style=3D'letter-spacing:-.4=
5pt'> </span>dise&ntilde;o<span
style=3D'letter-spacing:-.45pt'> </span>y desarrollo<span style=3D'letter-s=
pacing:
-.55pt'> </span>web<span style=3D'letter-spacing:-.55pt'> </span>fue<span
style=3D'letter-spacing:-.6pt'> </span>crucial<span style=3D'letter-spacing=
:-.6pt'>
</span>para<span style=3D'letter-spacing:-.6pt'> </span>crear<span
style=3D'letter-spacing:-.55pt'> </span>una<span style=3D'letter-spacing:-.=
6pt'> </span>herramienta<span
style=3D'letter-spacing:-.6pt'> </span>que<span style=3D'letter-spacing:-.6=
pt'> </span>no<span
style=3D'letter-spacing:-.55pt'> </span>solo<span style=3D'letter-spacing:-=
.55pt'> </span>fuera<span
style=3D'letter-spacing:-.6pt'> </span>funcional,<span style=3D'letter-spac=
ing:
-.55pt'> </span>sino<span style=3D'letter-spacing:-.55pt'> </span>tambi&eac=
ute;n
alineada con la identidad institucional. La flexibilidad y escalabilidad del
sistema permitieron ajustes<span style=3D'letter-spacing:-.25pt'> </span>co=
ntinuos<span
style=3D'letter-spacing:-.25pt'> </span>y<span style=3D'letter-spacing:-.25=
pt'> </span>mejoras<span
style=3D'letter-spacing:-.25pt'> </span>basadas<span style=3D'letter-spacin=
g:-.25pt'>
</span>en<span style=3D'letter-spacing:-.25pt'> </span>la<span style=3D'let=
ter-spacing:
-.25pt'> </span>retroalimentaci&oacute;n<span style=3D'letter-spacing:-.25p=
t'> </span>de<span
style=3D'letter-spacing:-.25pt'> </span>los<span style=3D'letter-spacing:-.=
25pt'> </span>usuarios.<span
style=3D'letter-spacing:-.25pt'> </span>(3)<span style=3D'letter-spacing:-.=
25pt'> </span>Respecto<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
5pt'> </span>la
Retroalimentaci&oacute;n y<span style=3D'letter-spacing:-.15pt'> </span>Ada=
ptaci&oacute;n:
La retroalimentaci&oacute;n de los docentes indic&oacute; que, aunque la
mayor&iacute;a<span style=3D'letter-spacing:-.15pt'> </span>estaba<span
style=3D'letter-spacing:-.15pt'> </span>satisfecha<span style=3D'letter-spa=
cing:
-.15pt'> </span>con<span style=3D'letter-spacing:-.15pt'> </span>los<span
style=3D'letter-spacing:-.15pt'> </span>cursos<span style=3D'letter-spacing=
:-.15pt'>
</span>recomendados,<span style=3D'letter-spacing:-.15pt'> </span>la<span
style=3D'letter-spacing:-.15pt'> </span>usabilidad<span style=3D'letter-spa=
cing:
-.15pt'> </span>de<span style=3D'letter-spacing:-.15pt'> </span>la<span
style=3D'letter-spacing:-.15pt'> </span>interfaz<span style=3D'letter-spaci=
ng:-.15pt'>
</span>necesitaba <span style=3D'letter-spacing:-.1pt'>mejoras.</span></spa=
n></p>

<p class=3DMsoBodyText style=3D'margin-top:.7pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.3pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>Lo<span style=3D'letter-spacing:-.=
15pt'> </span>anterior<span
style=3D'letter-spacing:-.15pt'> </span>resalta<span style=3D'letter-spacin=
g:-.15pt'>
</span>la<span style=3D'letter-spacing:-.15pt'> </span>importancia<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.15=
pt'> </span>considerar<span
style=3D'letter-spacing:-.15pt'> </span>tanto<span style=3D'letter-spacing:=
-.15pt'>
</span>el<span style=3D'letter-spacing:-.15pt'> </span>contenido<span
style=3D'letter-spacing:-.15pt'> </span>como<span style=3D'letter-spacing:-=
.15pt'> </span>la<span
style=3D'letter-spacing:-.15pt'> </span>experiencia <span style=3D'letter-s=
pacing:
-.1pt'>del</span><span style=3D'letter-spacing:-.35pt'> </span><span
style=3D'letter-spacing:-.1pt'>usuario</span><span style=3D'letter-spacing:=
-.35pt'>
</span><span style=3D'letter-spacing:-.1pt'>en</span><span style=3D'letter-=
spacing:
-.35pt'> </span><span style=3D'letter-spacing:-.1pt'>el</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>dise&ntilde;o</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>sistemas</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>educativos.</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Sin</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>embargo,</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>este</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>desarrollo</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>logr&oacute;</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>exitosamente
</span>dise&ntilde;ar e implementar un sistema de recomendaci&oacute;n de
cursos en l&iacute;nea para mejorar las <span style=3D'letter-spacing:-.1pt=
'>competencias</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>TIC</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>los</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>docentes</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>la</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Universidad</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Cuenca.</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Esta</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>herramienta</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>no</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>solo</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>facilita
</span>el acceso a recursos educativos personalizados, sino que tambi&eacut=
e;n
ayuda significativamente a la adaptaci&oacute;n de la educaci&oacute;n supe=
rior
a las demandas digitales actuales. La integraci&oacute;n de la Taxonom&iacu=
te;a<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
5pt'> </span>Bloom<span
style=3D'letter-spacing:-.25pt'> </span>y<span style=3D'letter-spacing:-.25=
pt'> </span>t&eacute;cnicas<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
5pt'> </span>procesamiento<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
5pt'> </span>lenguaje<span
style=3D'letter-spacing:-.25pt'> </span>natural<span style=3D'letter-spacin=
g:-.25pt'>
</span>(PLN)<span style=3D'letter-spacing:-.25pt'> </span>permiti&oacute;<s=
pan
style=3D'letter-spacing:-.25pt'> </span>realizar recomendaciones<span
style=3D'letter-spacing:-.05pt'> </span>m&aacute;s<span style=3D'letter-spa=
cing:
-.05pt'> </span>precisas<span style=3D'letter-spacing:-.05pt'> </span>y
relevantes, aunque todav&iacute;a hay espacio para futuras<span
style=3D'letter-spacing:-.05pt'> </span>mejoras.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.05pt;margin-right:5.55pt;margin=
-bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>A<span style=3D'letter-spacing:-.7=
5pt'> </span>pesar<span
style=3D'letter-spacing:-.75pt'> </span>del<span style=3D'letter-spacing:-.=
75pt'> </span>&eacute;xito,<span
style=3D'letter-spacing:-.75pt'> </span>el<span style=3D'letter-spacing:-.7=
5pt'> </span>desarrollo<span
style=3D'letter-spacing:-.7pt'> </span>enfrent&oacute;<span style=3D'letter=
-spacing:
-.65pt'> </span>varias<span style=3D'letter-spacing:-.65pt'> </span>limitac=
iones.<span
style=3D'letter-spacing:-.65pt'> </span>La<span style=3D'letter-spacing:-.6=
5pt'> </span>precisi&oacute;n<span
style=3D'letter-spacing:-.65pt'> </span>en<span style=3D'letter-spacing:-.6=
5pt'> </span>la<span
style=3D'letter-spacing:-.65pt'> </span>medici&oacute;n de<span style=3D'le=
tter-spacing:
-.75pt'> </span>competencias<span style=3D'letter-spacing:-.75pt'> </span>s=
e<span
style=3D'letter-spacing:-.75pt'> </span>vio<span style=3D'letter-spacing:-.=
75pt'> </span>afectada<span
style=3D'letter-spacing:-.75pt'> </span>por<span style=3D'letter-spacing:-.=
75pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span>subjetividad<span style=3D'letter-s=
pacing:
-.75pt'> </span>de<span style=3D'letter-spacing:-.75pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span>autoevaluaci&oacute;n<span
style=3D'letter-spacing:-.75pt'> </span>y<span style=3D'letter-spacing:-.75=
pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span>complejidad<span style=3D'letter-sp=
acing:
-.75pt'> </span>de<span style=3D'letter-spacing:-.75pt'> </span>las compete=
ncias
TIC, lo que subraya la necesidad de herramientas de evaluaci&oacute;n
m&aacute;s objetivas. Adem&aacute;s, la constante evoluci&oacute;n de las
tecnolog&iacute;as y metodolog&iacute;as pedag&oacute;gicas requiere que el=
<span
style=3D'letter-spacing:-.1pt'> </span>sistema<span style=3D'letter-spacing=
:-.1pt'>
</span>sea<span style=3D'letter-spacing:-.1pt'> </span>din&aacute;mico<span
style=3D'letter-spacing:-.1pt'> </span>y<span style=3D'letter-spacing:-.1pt=
'> </span>adaptable.<span
style=3D'letter-spacing:-.1pt'> </span>Los<span style=3D'letter-spacing:-.1=
pt'> </span>desaf&iacute;os<span
style=3D'letter-spacing:-.15pt'> </span>del<span style=3D'letter-spacing:-.=
1pt'> </span>PLN,<span
style=3D'letter-spacing:-.1pt'> </span>como<span style=3D'letter-spacing:-.=
1pt'> </span>la<span
style=3D'letter-spacing:-.1pt'> </span>interpretaci&oacute;n<span
style=3D'letter-spacing:-.15pt'> </span>correcta<span style=3D'letter-spaci=
ng:-.1pt'>
</span>de <span style=3D'letter-spacing:-.1pt'>t&eacute;rminos</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>y</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>contextos,</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>tambi&eacute;n</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>presentaron</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>dificultades,</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>especialmente</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>en</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>clasificaci&oacute;n</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>precisa
</span>del<span style=3D'letter-spacing:-.1pt'> </span>contenido<span
style=3D'letter-spacing:-.1pt'> </span>educativo.<span style=3D'letter-spac=
ing:
-.1pt'> </span>En<span style=3D'letter-spacing:-.1pt'> </span>resumen,<span
style=3D'letter-spacing:-.1pt'> </span>el<span style=3D'letter-spacing:-.1p=
t'> </span>desarrollo<span
style=3D'letter-spacing:-.1pt'> </span>ha<span style=3D'letter-spacing:-.1p=
t'> </span>establecido<span
style=3D'letter-spacing:-.1pt'> </span>una<span style=3D'letter-spacing:-.1=
pt'> </span>base<span
style=3D'letter-spacing:-.1pt'> </span>s&oacute;lida<span style=3D'letter-s=
pacing:
-.1pt'> </span>para<span style=3D'letter-spacing:-.1pt'> </span>futuras
investigaciones y desarrollos, ofreciendo valiosas perspectivas para la mej=
ora
continua de las herramientas educativas digitales.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.8pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>Para trabajos futuros, se recomien=
da
evaluar la eficacia del uso de la Taxonom&iacute;a de <span style=3D'letter=
-spacing:
-.1pt'>Bloom</span><span style=3D'letter-spacing:-.75pt'> </span><span
style=3D'letter-spacing:-.1pt'>para</span><span style=3D'letter-spacing:-.6=
5pt'> </span><span
style=3D'letter-spacing:-.1pt'>categorizar</span><span style=3D'letter-spac=
ing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>los</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>cursos</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>seg&uacute;n</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>su</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>nivel</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>cognitivo.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Adem&aacute;s,</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>se</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>sugiere</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>explorar</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>posibles
</span><span style=3D'letter-spacing:-.2pt'>soluciones basadas en t&eacute;=
cnicas
de machine learning para mejorar la personalizaci&oacute;n de los cursos. <=
/span>Esto
podr&iacute;a incluir el uso de modelos m&aacute;s avanzados de aprendizaje
autom&aacute;tico para analizar <span style=3D'letter-spacing:-.1pt'>patron=
es</span><span
style=3D'letter-spacing:-.75pt'> </span><span style=3D'letter-spacing:-.1pt=
'>en</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>las</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>preferencias</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>y</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>necesidades</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>los</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>docentes,</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>con</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>fin</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>ofrecer</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>recomendaciones
</span>de cursos a&uacute;n m&aacute;s precisas y adaptadas.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:11.75pt'><span lang=3DES><o:p>&n=
bsp;</o:p></span></p>

<h1 align=3Dleft style=3D'margin-top:0cm;margin-right:0cm;margin-bottom:0cm;
margin-left:198.3pt;margin-bottom:.0001pt;text-align:left'><span lang=3DES
style=3D'letter-spacing:-.1pt'>Agradecimientos</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt;margin-right:2.45pt;margin=
-bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-indent:36.0pt;line-height:
108%'><span lang=3DES style=3D'letter-spacing:-.1pt'>Este</span><span lang=
=3DES
style=3D'letter-spacing:-.75pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>art&iacute;culo</span><span
lang=3DES style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>recibi&oacute;</span><span lang=3DES style=3D'letter-spacing:-.65pt'=
> </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>el</span><span lang=3DES style=3D'=
letter-spacing:
-.65pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>apoyo</span>=
<span
lang=3DES style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>de</span><span lang=3DES style=3D'letter-spacing:-.65pt'> </span><sp=
an
lang=3DES style=3D'letter-spacing:-.1pt'>la</span><span lang=3DES style=3D'=
letter-spacing:
-.8pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>Vicerrector&i=
acute;a</span><span
lang=3DES style=3D'letter-spacing:-1.2pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>Acad&eacute;mica</span><span lang=3DES style=3D'letter-spacing:-.65p=
t'> </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>de</span><span lang=3DES style=3D'=
letter-spacing:
-.65pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>la</span><sp=
an
lang=3DES style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>Universidad</span><span lang=3DES style=3D'letter-spacing:-.65pt'> <=
/span><span
lang=3DES style=3D'letter-spacing:-.1pt'>de</span><span lang=3DES style=3D'=
letter-spacing:
-.65pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>Cuenca </spa=
n><span
lang=3DES>y la Direcci&oacute;n de Innovaci&oacute;n Educativa.</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:108%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection21>

<p class=3DMsoBodyText style=3D'margin-top:4.45pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-right:.3pt'><span lang=3DES style=3D'letter-spacing:-.1=
pt'>Referencias</span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.1pt;margin-right:.=
3pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Ali,<span
style=3D'letter-spacing:-.2pt'> </span>Aida<span style=3D'letter-spacing:-.=
2pt'> </span>&amp;<span
style=3D'letter-spacing:-.2pt'> </span>Shamsuddin,<span style=3D'letter-spa=
cing:
-.2pt'> </span>Siti<span style=3D'letter-spacing:-.2pt'> </span>Mariyam<span
style=3D'letter-spacing:-.2pt'> </span>&amp;<span style=3D'letter-spacing:-=
.2pt'> </span>Ralescu,<span
style=3D'letter-spacing:-.2pt'> </span>Anca.<span style=3D'letter-spacing:-=
.2pt'> </span>(2015).<span
style=3D'letter-spacing:-.2pt'> </span>Classification<span style=3D'letter-=
spacing:
-.2pt'> </span>with<span style=3D'letter-spacing:-.2pt'> </span>class<span
style=3D'letter-spacing:-.2pt'> </span>imbalance<span style=3D'letter-spaci=
ng:-.2pt'>
</span>problem:<span style=3D'letter-spacing:-.2pt'> </span><span
style=3D'letter-spacing:-.5pt'>A</span><o:p></o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.5pt;margin-right:4=
5.1pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>review.<span
style=3D'letter-spacing:-.1pt'> </span><i style=3D'mso-bidi-font-style:norm=
al'>International<span
style=3D'letter-spacing:-.05pt'> </span>Journal<span style=3D'letter-spacin=
g:-.1pt'>
</span>of<span style=3D'letter-spacing:-.25pt'> </span>Advance<span
style=3D'letter-spacing:-.05pt'> </span>Soft<span style=3D'letter-spacing:-=
.1pt'> </span>Computing<span
style=3D'letter-spacing:-.25pt'> </span>Applications</i>,<span style=3D'let=
ter-spacing:
-.05pt'> </span>7,<span style=3D'letter-spacing:-.05pt'> </span>176-<span
style=3D'letter-spacing:-.2pt'>204.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.85pt;margin-bot=
tom:
0cm;margin-left:52.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
-36.0pt;line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bid=
i-font-size:
11.0pt;line-height:103%'>Aggarwal, C. C. (2016). <i style=3D'mso-bidi-font-=
style:
normal'>Recommender Systems</i>. Springer International Publishing. </span>=
<span
lang=3DES><a href=3D"https://doi.org/10.1007/978-3-319-29659-3"><span
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%;color:=
windowtext;
text-decoration:none;text-underline:none'>https://doi.org/10.1007/978-</spa=
n></a></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%'> </span><span
lang=3DES><a href=3D"https://doi.org/10.1007/978-3-319-29659-3"><span
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%;color:=
windowtext;
letter-spacing:-.1pt;text-decoration:none;text-underline:none'>3-319-29659-=
3</span></a></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%'><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.55pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:0cm;margin-right:.3=
pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Ayabaca,<span
style=3D'letter-spacing:-.2pt'> </span>D.<span style=3D'letter-spacing:-.15=
pt'> </span>M.<span
style=3D'letter-spacing:-.15pt'> </span>G.,<span style=3D'letter-spacing:-.=
15pt'> </span>Alba,<span
style=3D'letter-spacing:-.15pt'> </span>J.<span style=3D'letter-spacing:-.1=
5pt'> </span>A.<span
style=3D'letter-spacing:-.15pt'> </span>J.,<span style=3D'letter-spacing:-.=
15pt'> </span>&amp;<span
style=3D'letter-spacing:-.15pt'> </span>Guam&aacute;n,<span style=3D'letter=
-spacing:
-.15pt'> </span>E.<span style=3D'letter-spacing:-.2pt'> </span>E.<span
style=3D'letter-spacing:-.15pt'> </span>E.<span style=3D'letter-spacing:-.1=
5pt'> </span>(2019).<span
style=3D'letter-spacing:-.15pt'> </span>Implementaci&oacute;n<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.15=
pt'> </span>las<span
style=3D'letter-spacing:-.15pt'> </span>TIC<span style=3D'letter-spacing:-.=
15pt'> </span>en<span
style=3D'letter-spacing:-.15pt'> </span>el<span style=3D'letter-spacing:-.1=
5pt'> </span>&aacute;mbito<span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>educativo</span><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.5pt;margin-right:41.5pt;margin-bo=
ttom:
0cm;margin-left:15.95pt;margin-bottom:.0001pt;text-indent:36.0pt;line-heigh=
t:
208%'><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;
line-height:208%'>ecuatoriano.<span style=3D'letter-spacing:-.4pt'> </span>=
<i
style=3D'mso-bidi-font-style:normal'>Sociedad<span style=3D'letter-spacing:=
-.4pt'> </span>&amp;<span
style=3D'letter-spacing:-.4pt'> </span>Tecnolog&iacute;a</i>,<span
style=3D'letter-spacing:-.4pt'> </span>2(2),<span style=3D'letter-spacing:-=
.4pt'> </span>Article<span
style=3D'letter-spacing:-.4pt'> </span>2.<span style=3D'letter-spacing:-.4p=
t'> </span></span><span
lang=3DES><a href=3D"https://doi.org/10.51247/st.v2i2.49"><span style=3D'fo=
nt-size:
10.0pt;mso-bidi-font-size:11.0pt;line-height:208%;color:windowtext;text-dec=
oration:
none;text-underline:none'>https://doi.org/10.51247/st.v2i2.49</span></a></s=
pan><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:2=
08%'>
Brooke, J. (1995). SUS: A quick and dirty usability scale. <i style=3D'mso-=
bidi-font-style:
normal'>Usability Eval. Ind.</i>, 189.<o:p></o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:0cm;margin-right:.3=
pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er;
line-height:11.45pt;mso-line-height-rule:exactly'><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Ca&ntilde;ete,<span
style=3D'letter-spacing:.1pt'> </span>J.,<span style=3D'letter-spacing:.1pt=
'> </span>Chaperon,<span
style=3D'letter-spacing:.1pt'> </span>G.,<span style=3D'letter-spacing:.1pt=
'> </span>Fuentes,<span
style=3D'letter-spacing:.1pt'> </span>R.,<span style=3D'letter-spacing:.1pt=
'> </span>Ho,<span
style=3D'letter-spacing:.1pt'> </span>J.-H.,<span style=3D'letter-spacing:.=
1pt'> </span>Kang,<span
style=3D'letter-spacing:.1pt'> </span>H.,<span style=3D'letter-spacing:.1pt=
'> </span>&amp;<span
style=3D'letter-spacing:.1pt'> </span>P&eacute;rez,<span style=3D'letter-sp=
acing:
.1pt'> </span>J.<span style=3D'letter-spacing:.1pt'> </span>(2023).<span
style=3D'letter-spacing:.1pt'> </span>Spanish<span style=3D'letter-spacing:=
.1pt'> </span>Pre-trained<span
style=3D'letter-spacing:.1pt'> </span>BERT<span style=3D'letter-spacing:.1p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>Model</span><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.5pt;margin-right:0cm;margin-botto=
m:0cm;
margin-left:51.95pt;margin-bottom:.0001pt'><span lang=3DES style=3D'font-si=
ze:10.0pt;
mso-bidi-font-size:11.0pt'>and<span style=3D'letter-spacing:-.1pt'> </span>=
Evaluation
Data (arXiv:2308.02976).<span style=3D'letter-spacing:-.05pt'> </span><i
style=3D'mso-bidi-font-style:normal'>arXiv</i>. </span><span lang=3DES><a
href=3D"https://doi.org/10.48550/arXiv.2308.02976"><span style=3D'font-size=
:10.0pt;
mso-bidi-font-size:11.0pt;color:windowtext;letter-spacing:-.1pt;text-decora=
tion:
none;text-underline:none'>https://doi.org/10.48550/arXiv.2308.02976</span><=
/a></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p><=
/span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:6.1pt;margin-bott=
om:0cm;
margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-indent:-3=
6.0pt;
line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-s=
ize:
11.0pt;line-height:103%;letter-spacing:-.1pt'>Devlin,</span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%;letter=
-spacing:
-.55pt'> </span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-siz=
e:11.0pt;
line-height:103%;letter-spacing:-.1pt'>J.,</span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%;letter=
-spacing:
-.5pt'> </span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size=
:11.0pt;
line-height:103%;letter-spacing:-.1pt'>Chang,</span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%;letter=
-spacing:
-.55pt'> </span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-siz=
e:11.0pt;
line-height:103%;letter-spacing:-.1pt'>M.-W.,</span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%;letter=
-spacing:
-.5pt'> </span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size=
:11.0pt;
line-height:103%;letter-spacing:-.1pt'>Lee,</span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%;letter=
-spacing:
-.55pt'> </span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-siz=
e:11.0pt;
line-height:103%;letter-spacing:-.1pt'>K.,</span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%;letter=
-spacing:
-.5pt'> </span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size=
:11.0pt;
line-height:103%;letter-spacing:-.1pt'>&amp;</span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%;letter=
-spacing:
-.55pt'> </span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-siz=
e:11.0pt;
line-height:103%;letter-spacing:-.1pt'>Toutanova,</span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%;letter=
-spacing:
-.5pt'> </span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size=
:11.0pt;
line-height:103%;letter-spacing:-.1pt'>K.</span><span lang=3DES style=3D'fo=
nt-size:
10.0pt;mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.55pt'> <=
/span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%;
letter-spacing:-.1pt'>(2019).</span><span lang=3DES style=3D'font-size:10.0=
pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.5pt'> </span><s=
pan
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%;
letter-spacing:-.1pt'>BERT:</span><span lang=3DES style=3D'font-size:10.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.55pt'> </span><=
span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%;
letter-spacing:-.1pt'>Pre-training</span><span lang=3DES style=3D'font-size=
:10.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.5pt'> </span><s=
pan
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%;
letter-spacing:-.1pt'>of</span><span lang=3DES style=3D'font-size:10.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.55pt'> </span><=
span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%;
letter-spacing:-.1pt'>Deep</span><span lang=3DES style=3D'font-size:10.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.5pt'> </span><s=
pan
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%;
letter-spacing:-.1pt'>Bidirectional</span><span lang=3DES style=3D'font-siz=
e:10.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.55pt'> </span><=
span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%;
letter-spacing:-.1pt'>Transformers </span><span lang=3DES style=3D'font-siz=
e:10.0pt;
mso-bidi-font-size:11.0pt;line-height:103%'>for Language Understanding. <i
style=3D'mso-bidi-font-style:normal'>arXiv</i>. </span><span lang=3DES><a
href=3D"http://arxiv.org/abs/1810.04805"><span style=3D'font-size:10.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;color:windowtext;text-decoration:
none;text-underline:none'>http://arxiv.org/abs/1810.04805</span></a></span>=
<span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%'><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt'><span lang=3DES style=3D'f=
ont-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.9pt;margin-bott=
om:0cm;
margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-indent:-3=
6.0pt;
line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-s=
ize:
11.0pt;line-height:103%'>Figueredo,<span style=3D'letter-spacing:-.05pt'> <=
/span>O.
R. B. (2013). Tecnolog&iacute;as<span style=3D'letter-spacing:-.05pt'> </sp=
an>emergentes<span
style=3D'letter-spacing:-.05pt'> </span>en<span style=3D'letter-spacing:-.0=
5pt'> </span>la<span
style=3D'letter-spacing:-.05pt'> </span>educaci&oacute;n:<span style=3D'let=
ter-spacing:
-.05pt'> </span>Una experiencia<span style=3D'letter-spacing:-.05pt'> </spa=
n>de<span
style=3D'letter-spacing:-.05pt'> </span>formaci&oacute;n<span style=3D'lett=
er-spacing:
-.05pt'> </span>de<span style=3D'letter-spacing:-.05pt'> </span>docentes que
fomenta el dise&ntilde;o de ambientes de aprendizaje. <i style=3D'mso-bidi-=
font-style:
normal'>Educa&ccedil;&atilde;o &amp; Sociedade</i>, 34(123), 531&#8211;548.=
<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt'><span lang=3DES style=3D'f=
ont-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.65pt;margin-bot=
tom:
0cm;margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
-36.0pt;line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bid=
i-font-size:
11.0pt;line-height:103%'>INTEF (Instituto Nacional de Tecnolog&iacute;as
Educativas y de Formaci&oacute;n del Profesorado). (2023). <i style=3D'mso-=
bidi-font-style:
normal'>Marco de Referencia<span style=3D'letter-spacing:-.2pt'> </span>de<=
span
style=3D'letter-spacing:-.2pt'> </span>la<span style=3D'letter-spacing:-.2p=
t'> </span>Competencia<span
style=3D'letter-spacing:-.25pt'> </span>Digital<span style=3D'letter-spacin=
g:-.2pt'>
</span>Docente<span style=3D'letter-spacing:-.2pt'> </span>(MRCDD)</i>.<span
style=3D'letter-spacing:-.2pt'> </span>Secretar&iacute;a<span style=3D'lett=
er-spacing:
-.25pt'> </span>General<span style=3D'letter-spacing:-.25pt'> </span>T&eacu=
te;cnica<span
style=3D'letter-spacing:-.25pt'> </span>del<span style=3D'letter-spacing:-.=
2pt'> </span>Ministerio<span
style=3D'letter-spacing:-.25pt'> </span>de Educaci&oacute;n y Formaci&oacut=
e;n
Profesional de Espa&ntilde;a.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt'><span lang=3DES style=3D'f=
ont-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.6pt;margin-bott=
om:0cm;
margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-indent:-3=
6.0pt;
line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-s=
ize:
11.0pt;line-height:103%'>Kedia,<span style=3D'letter-spacing:.85pt'> </span=
>A.,<span
style=3D'letter-spacing:.85pt'> </span>&amp;<span style=3D'letter-spacing:.=
85pt'> </span>Rasu,<span
style=3D'letter-spacing:.85pt'> </span>M.<span style=3D'letter-spacing:.85p=
t'> </span>(2020).<span
style=3D'letter-spacing:.85pt'> </span>Hands-On<span style=3D'letter-spacin=
g:.85pt'>
</span>Python<span style=3D'letter-spacing:.85pt'> </span>Natural<span
style=3D'letter-spacing:.85pt'> </span>Language<span style=3D'letter-spacin=
g:.85pt'>
</span>Processing:<span style=3D'letter-spacing:.85pt'> </span>Explore<span
style=3D'letter-spacing:.85pt'> </span>tools<span style=3D'letter-spacing:.=
85pt'> </span>and<span
style=3D'letter-spacing:.85pt'> </span>techniques to analyze and process te=
xt
with a view to building real-world NLP applications. <i style=3D'mso-bidi-f=
ont-style:
normal'>Packt Publishing Ltd</i>.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt'><span lang=3DES style=3D'f=
ont-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.6pt;margin-bott=
om:0cm;
margin-left:52.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:-36=
.0pt;
line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-s=
ize:
11.0pt;line-height:103%'>Khyani,<span style=3D'letter-spacing:-.55pt'> </sp=
an>D.,<span
style=3D'letter-spacing:-.55pt'> </span>&amp;<span style=3D'letter-spacing:=
-.55pt'>
</span>B<span style=3D'letter-spacing:-.55pt'> </span>S,<span style=3D'lett=
er-spacing:
-.55pt'> </span>S.<span style=3D'letter-spacing:-.55pt'> </span>(2021).<span
style=3D'letter-spacing:-.55pt'> </span>An<span style=3D'letter-spacing:-.5=
5pt'> </span>Interpretation<span
style=3D'letter-spacing:-.55pt'> </span>of<span style=3D'letter-spacing:-.5=
5pt'> </span>Lemmatization<span
style=3D'letter-spacing:-.55pt'> </span>and<span style=3D'letter-spacing:-.=
55pt'> </span>Stemming<span
style=3D'letter-spacing:-.55pt'> </span>in<span style=3D'letter-spacing:-.5=
5pt'> </span>Natural<span
style=3D'letter-spacing:-.55pt'> </span>Language<span style=3D'letter-spaci=
ng:-.55pt'>
</span>Processing. <i style=3D'mso-bidi-font-style:normal'>Shanghai Ligong =
Daxue
Xuebao/Journal of University of Shanghai for Science and Technology</i>, 22=
, <span
style=3D'letter-spacing:-.1pt'>350&#8211;357.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt'><span lang=3DES style=3D'f=
ont-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:6.05pt;margin-bot=
tom:
0cm;margin-left:52.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
-36.0pt;line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bid=
i-font-size:
11.0pt;line-height:103%'>Krathwohl,<span style=3D'letter-spacing:-.65pt'> <=
/span>D.<span
style=3D'letter-spacing:-.6pt'> </span>R.<span style=3D'letter-spacing:-.65=
pt'> </span>(2002).<span
style=3D'letter-spacing:-.6pt'> </span>A<span style=3D'letter-spacing:-.65p=
t'> </span>Revision<span
style=3D'letter-spacing:-.6pt'> </span>of<span style=3D'letter-spacing:-.65=
pt'> </span>Bloom&#8217;s<span
style=3D'letter-spacing:-.6pt'> </span>Taxonomy:<span style=3D'letter-spaci=
ng:-.65pt'>
</span>An<span style=3D'letter-spacing:-.6pt'> </span>Overview.<span
style=3D'letter-spacing:-.65pt'> </span><i style=3D'mso-bidi-font-style:nor=
mal'>Theory<span
style=3D'letter-spacing:-.6pt'> </span>Into<span style=3D'letter-spacing:-.=
65pt'> </span>Practice</i>,<span
style=3D'letter-spacing:-.6pt'> </span>41(4),<span style=3D'letter-spacing:=
-.65pt'>
</span>212&#8211;218. </span><span lang=3DES><a
href=3D"https://doi.org/10.1207/s15430421tip4104_2"><span style=3D'font-siz=
e:10.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;color:windowtext;letter-spacing:
-.1pt;text-decoration:none;text-underline:none'>https://doi.org/10.1207/s15=
430421tip4104_2</span></a></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%'><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:2.25pt;margin-right:0cm;margin-bot=
tom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-indent:-.05pt;line-height:
24.0pt;mso-line-height-rule:exactly'><span lang=3DES style=3D'font-size:10.=
0pt;
mso-bidi-font-size:11.0pt'>Lee, R. S. T. (2023). <i style=3D'mso-bidi-font-=
style:
normal'>Natural Language Processing: A Textbook with Python Implementation<=
/i>.
Springer Nature. Leskovec, J., Rajaraman, A., &amp; Ullman, J. D. (2014). <i
style=3D'mso-bidi-font-style:normal'>Mining of Massive Datasets</i>. Cambri=
dge
University Press. <span style=3D'letter-spacing:-.1pt'>MEN</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>(Ministerio
de Educaci&oacute;n Nacional</span><span style=3D'letter-spacing:-.05pt'> <=
/span><span
style=3D'letter-spacing:-.1pt'>de Colombia). (2013). <i style=3D'mso-bidi-f=
ont-style:
normal'>Competencias TIC para el Desarrollo</i></span><i style=3D'mso-bidi-=
font-style:
normal'><span style=3D'letter-spacing:-.05pt'> </span><span style=3D'letter=
-spacing:
-.1pt'>Profesional</span><o:p></o:p></i></span></p>

<p class=3DMsoNormal style=3D'margin-left:52.0pt;line-height:9.35pt;mso-lin=
e-height-rule:
exactly'><i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'f=
ont-size:
10.0pt;mso-bidi-font-size:11.0pt'>Docente</span></i><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>.<span style=3D'letter=
-spacing:
-.1pt'> </span>Oficina<span style=3D'letter-spacing:-.1pt'> </span>de<span
style=3D'letter-spacing:-.15pt'> </span>Innovaci&oacute;n<span style=3D'let=
ter-spacing:
-.1pt'> </span>Educativa<span style=3D'letter-spacing:-.1pt'> </span>con<sp=
an
style=3D'letter-spacing:-.1pt'> </span>Uso<span style=3D'letter-spacing:-.1=
pt'> </span>de<span
style=3D'letter-spacing:-.1pt'> </span>Nuevas<span style=3D'letter-spacing:=
-.1pt'>
Tecnolog&iacute;as.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.6pt;margin-bott=
om:0cm;
margin-left:52.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:-36=
.0pt;
line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-s=
ize:
11.0pt;line-height:103%'>Scikit-learn.<span style=3D'letter-spacing:-.6pt'>=
 </span>(2018).<span
style=3D'letter-spacing:-.6pt'> </span>Parameter<span style=3D'letter-spaci=
ng:-.6pt'>
</span>estimation<span style=3D'letter-spacing:-.6pt'> </span>using<span
style=3D'letter-spacing:-.6pt'> </span>grid<span style=3D'letter-spacing:-.=
6pt'> </span>search<span
style=3D'letter-spacing:-.6pt'> </span>with<span style=3D'letter-spacing:-.=
6pt'> </span>cross-validation.<span
style=3D'letter-spacing:-.6pt'> </span><i style=3D'mso-bidi-font-style:norm=
al'>Scikit-learn</i>.<span
style=3D'letter-spacing:-.6pt'> </span>Retrieved<span style=3D'letter-spaci=
ng:-.6pt'>
</span>May<span style=3D'letter-spacing:-.6pt'> </span>27, 2024, from </spa=
n><span
lang=3DES><a
href=3D"https://scikit-learn.org/0.18/auto_examples/model_selection/grid_se=
arch_digits.html"><span
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%;color:=
windowtext;
text-decoration:none;text-underline:none'>https://scikit-learn.org/0.18/aut=
o_examples/model_selection/grid_search_digits.html</span></a></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%'><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.55pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:0cm;margin-right:.0=
5pt;
margin-bottom:0cm;margin-left:10.25pt;margin-bottom:.0001pt;text-align:cent=
er'><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Patel,<span
style=3D'letter-spacing:.35pt'> </span>J.<span style=3D'letter-spacing:.35p=
t'> </span>M.<span
style=3D'letter-spacing:.35pt'> </span>(2020).<span style=3D'letter-spacing=
:.4pt'> </span><i
style=3D'mso-bidi-font-style:normal'>Getting<span style=3D'letter-spacing:.=
35pt'> </span>Structured<span
style=3D'letter-spacing:.35pt'> </span>Data<span style=3D'letter-spacing:.3=
5pt'> </span>from<span
style=3D'letter-spacing:.4pt'> </span>the<span style=3D'letter-spacing:.35p=
t'> </span>Internet:<span
style=3D'letter-spacing:.35pt'> </span>Running<span style=3D'letter-spacing=
:.35pt'>
</span>Web<span style=3D'letter-spacing:.4pt'> </span>Crawlers/Scrapers<span
style=3D'letter-spacing:.35pt'> </span>on<span style=3D'letter-spacing:.35p=
t'> </span>a<span
style=3D'letter-spacing:.35pt'> </span>Big<span style=3D'letter-spacing:.4p=
t'> </span><span
style=3D'letter-spacing:-.2pt'>Data</span><o:p></o:p></i></span></p>

<p class=3DMsoNormal style=3D'margin-top:.5pt;margin-right:0cm;margin-botto=
m:0cm;
margin-left:52.0pt;margin-bottom:.0001pt'><i style=3D'mso-bidi-font-style:n=
ormal'><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Production<s=
pan
style=3D'letter-spacing:-.25pt'> </span>Scale</span></i><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>.<span style=3D'letter=
-spacing:
-.25pt'> </span><span style=3D'letter-spacing:-.1pt'>Apress.</span><o:p></o=
:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.05pt;margin-right:5.7pt;margin-bo=
ttom:
0cm;margin-left:52.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
-36.0pt;line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bid=
i-font-size:
11.0pt;line-height:103%'>Redecker,<span style=3D'letter-spacing:-.25pt'> </=
span>C.<span
style=3D'letter-spacing:-.25pt'> </span>(2020).<span style=3D'letter-spacin=
g:-.25pt'>
</span><i style=3D'mso-bidi-font-style:normal'>Marco<span style=3D'letter-s=
pacing:
-.25pt'> </span>Europeo<span style=3D'letter-spacing:-.25pt'> </span>para<s=
pan
style=3D'letter-spacing:-.25pt'> </span>la<span style=3D'letter-spacing:-.2=
5pt'> </span>Competencia<span
style=3D'letter-spacing:-.25pt'> </span>Digital<span style=3D'letter-spacin=
g:-.25pt'>
</span>de<span style=3D'letter-spacing:-.25pt'> </span>los<span style=3D'le=
tter-spacing:
-.25pt'> </span>Educadores:<span style=3D'letter-spacing:-.25pt'> </span>Di=
gCompEdu<span
style=3D'letter-spacing:-.25pt'> </span></i>(Fundaci&oacute;n Universia &am=
p;
Ministerio de Educaci&oacute;n y Formaci&oacute;n Profesional, Trans.).
Secretar&iacute;a General T&eacute;cnica del Ministerio de Educaci&oacute;n=
 y
Formaci&oacute;n Profesional de Espa&ntilde;a.<o:p></o:p></span></p>

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