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  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   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=
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 style=3D'width:57pt;height:57pt;visibility:visible;mso-wrap-style:square'>
 <v:imagedata src=3D"1206-RTE-36-e1_archivos/image001.png" o:title=3D""/>
 <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
</v:shape><![endif]--><![if !vml]><img width=3D76 height=3D76
src=3D"1206-RTE-36-e1_archivos/image002.gif" v:shapes=3D"Image_x0020_4"><![=
endif]></span><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:p></o:=
p></span></p>

<p class=3DMsoBodyText><span lang=3DEN-US><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:2.2pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<p class=3DMsoBodyText align=3Dright style=3D'margin-right:5.9pt;text-align=
:right'><span
lang=3DEN-US><a href=3D"https://doi.org/10.37815/rte.v36ne1.1206"><span
style=3D'color:windowtext;letter-spacing:-.1pt;text-decoration:none;text-un=
derline:
none'>https://doi.org/10.37815/rte.v36ne1.1206</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=3DEN-US>Original <span style=3D'letter-spacing:-.1pt'>articles</span><=
/span></p>

<p class=3DMsoBodyText style=3D'margin-top:2.25pt'><span lang=3DEN-US><o:p>=
&nbsp;</o:p></span></p>

<p class=3DMsoTitle style=3D'line-height:103%'><a name=3D"_Hlk71631670"></a=
><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>Links</span><span lang=3DEN-US
style=3D'letter-spacing:-.7pt'> </span><span lang=3DEN-US style=3D'letter-s=
pacing:
-.1pt'>Related</span><span lang=3DEN-US style=3D'letter-spacing:-.45pt'> </=
span><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>Generation</span><span lang=3DE=
N-US
style=3D'letter-spacing:-.45pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>to</span><span lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span>=
<span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>Transcribed</span><span lang=3D=
EN-US
style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>Texts</span><span lang=3DEN-US style=3D'letter-spacing:-.45pt'> </sp=
an><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>for</span><span lang=3DEN-US
style=3D'letter-spacing:-.9pt'> </span><span lang=3DEN-US style=3D'letter-s=
pacing:
-.1pt'>YouTube Videos</span></p>

<p class=3DMsoTitle style=3D'margin-top:12.15pt;line-height:103%'><span lan=
g=3DEN-US>Generaci&oacute;n<span
style=3D'letter-spacing:-.7pt'> </span>de<span style=3D'letter-spacing:-.9p=
t'> </span><span
class=3DSpellE>V&iacute;nculos</span><span style=3D'letter-spacing:-.7pt'> =
</span><span
class=3DSpellE>Relacionados</span><span style=3D'letter-spacing:-.7pt'> </s=
pan>a<span
style=3D'letter-spacing:-.9pt'> </span><span class=3DSpellE>Textos</span><s=
pan
style=3D'letter-spacing:-.9pt'> </span><span class=3DSpellE>Transcritos</sp=
an><span
style=3D'letter-spacing:-.7pt'> </span>para Videos de YouTube</span></p>

<p class=3DMsoBodyText style=3D'margin-top:7.25pt'><b style=3D'mso-bidi-fon=
t-weight:
normal'><span lang=3DEN-US style=3D'font-size:16.0pt;mso-bidi-font-size:12.=
0pt'><o:p>&nbsp;</o:p></span></b></p>

<p class=3DMsoNormal align=3Dright style=3D'margin-right:10.85pt;text-align=
:right'><span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;position:r=
elative;
top:3.0pt;mso-text-raise:-3.0pt'>Pablo<span style=3D'letter-spacing:.1pt'> =
</span>Mart&iacute;nez<span
style=3D'letter-spacing:.15pt'> </span>Le&oacute;n</span><span lang=3DEN-US
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:1.4pt'> </span></span><=
span
lang=3DEN-US><a href=3D"https://orcid.org/0000-0002-9269-346X"><span
style=3D'font-size:7.0pt;mso-bidi-font-size:11.0pt;color:#0563C1;position:r=
elative;
top:-.5pt;mso-text-raise:.5pt'>https://orcid.org/0000-0002-9269-346X</span>=
</a></span><span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;position:r=
elative;
top:3.0pt;mso-text-raise:-3.0pt'>,<span style=3D'letter-spacing:.15pt'> </s=
pan>Marcos<span
style=3D'letter-spacing:.1pt'> </span>Orellana</span><span lang=3DEN-US
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:1.4pt'> </span></span><=
span
lang=3DEN-US><a href=3D"https://orcid.org/0000-0002-3671-9362"><span
style=3D'font-size:6.0pt;mso-bidi-font-size:11.0pt;color:#0563C1;letter-spa=
cing:
-.1pt'>https://orcid.org/0000-</span></a></span><span lang=3DEN-US
style=3D'font-size:6.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:2.7pt;margin-right:=
6.3pt;
margin-bottom:0cm;margin-left:52.3pt;margin-bottom:.0001pt;text-align:cente=
r'><span
lang=3DEN-US><a href=3D"https://orcid.org/0000-0002-3671-9362"><span
style=3D'font-size:6.0pt;mso-bidi-font-size:11.0pt;color:#0563C1'>0002-3671=
-<span
style=3D'letter-spacing:-.2pt'>9362</span></span></a></span><span lang=3DEN=
-US
style=3D'font-size:6.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>

<p class=3DMsoBodyText><span lang=3DEN-US style=3D'font-size:6.0pt;mso-bidi=
-font-size:
12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:5.8pt'><span lang=3DEN-US
style=3D'font-size:6.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span=
></p>

<p class=3DMsoNormal style=3D'margin-left:64.75pt'><sup><span lang=3DEN-US
style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt'>1</span></sup><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
12.0pt;
mso-bidi-font-size:11.0pt'>Universidad<span style=3D'letter-spacing:-.15pt'=
> </span>de<span
style=3D'letter-spacing:-.1pt'> </span>Cuenca,<span style=3D'letter-spacing=
:-.15pt'>
</span><span class=3DSpellE>Laboratorio</span><span style=3D'letter-spacing=
:-.1pt'>
</span>de<span style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE>=
Investigaci&oacute;n</span><span
style=3D'letter-spacing:-.15pt'> </span>y<span style=3D'letter-spacing:-.1p=
t'> </span>Desarrollo<span
style=3D'letter-spacing:-.15pt'> </span>en<span style=3D'letter-spacing:-.1=
pt'> <span
class=3DSpellE>Inform&aacute;tica</span></span><o:p></o:p></span></i></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:6=
.3pt;
margin-bottom:0cm;margin-left:52.3pt;margin-bottom:.0001pt;text-align:cente=
r'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
12.0pt;
mso-bidi-font-size:11.0pt'>(LIDI), </span></i><span lang=3DEN-US
style=3D'font-size:12.0pt;mso-bidi-font-size: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:125.8pt;margin-bottom:.0001pt'><span lang=3DEN-US><a
href=3D"mailto:pdmleon@es.uazuay.edu.ec"><span style=3D'font-family:"Courie=
r New";
mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:"Times New Rom=
an";
color:#0563C1'>pdmleon@es.uazuay.edu.ec</span><span style=3D'font-family:"C=
ourier New";
mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:"Times New Rom=
an";
color:windowtext;text-decoration:none;text-underline:none'>,</span></a></sp=
an><span
lang=3DEN-US style=3D'font-family:"Courier New";mso-hansi-font-family:"Time=
s New Roman";
mso-bidi-font-family:"Times New Roman";letter-spacing:-1.2pt'> </span><span
lang=3DEN-US><a href=3D"mailto:marore@uazuay.edu.ec"><span style=3D'font-fa=
mily:"Courier New";
mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:"Times New Rom=
an";
color:#0563C1;letter-spacing:-.1pt'>marore@uazuay.edu.ec</span></a></span><=
span
lang=3DEN-US style=3D'font-family:"Courier New";mso-hansi-font-family:"Time=
s New Roman";
mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:3.3pt'><span lang=3DEN-US
style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:"Courier Ne=
w";
mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:"Times New Rom=
an"'><o:p>&nbsp;</o:p></span></p>

</div>

<span lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;font=
-family:
"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:
EN-US;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=3DEN-US style=3D'font-size:7.0pt;mso-bidi=
-font-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:1.25pt'><span lang=3DEN-US
style=3D'font-size:7.0pt;mso-bidi-font-size:12.0pt;font-family:"Courier New=
";
mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:"Times New Rom=
an"'><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_s1036" type=3D"#_x0000_t75" style=3D=
'position:absolute;
 left:0;text-align:left;margin-left:1in;margin-top:-10.9pt;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;
 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"1206-RTE-36-e1_archivos/image003.png" o:title=3D""/>
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 <w:wrap anchorx=3D"page"/>
</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:-15px;width:85px;height:30px'><img width=3D85 height=3D30
src=3D"1206-RTE-36-e1_archivos/image004.gif" v:shapes=3D"Image_x0020_5"></s=
pan></span><![endif]><span
lang=3DEN-US style=3D'font-size:7.0pt;mso-bidi-font-size:11.0pt;letter-spac=
ing:
-.5pt'>.</span><span lang=3DEN-US style=3D'font-size:7.0pt;mso-bidi-font-si=
ze:11.0pt'><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:6.3pt;margin-right:0cm;margin-bott=
om:0cm;
margin-left:16.0pt;margin-bottom:.0001pt'><span lang=3DEN-US style=3D'font-=
size:
7.0pt;mso-bidi-font-size:11.0pt'>Esta<span style=3D'letter-spacing:.25pt'> =
</span><span
class=3DSpellE>obra</span><span style=3D'letter-spacing:.25pt'> </span><span
class=3DSpellE>est&aacute;</span><span style=3D'letter-spacing:.25pt'> </sp=
an>bajo<span
style=3D'letter-spacing:.3pt'> </span><span class=3DSpellE>una</span><span
style=3D'letter-spacing:.25pt'> </span><span class=3DSpellE>licencia</span>=
<span
style=3D'letter-spacing:.25pt'> </span><span class=3DSpellE><span style=3D'=
letter-spacing:
-.1pt'>internacional</span></span><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.6pt;margin-right:0cm;margin-botto=
m:0cm;
margin-left:16.0pt;margin-bottom:.0001pt'><span lang=3DEN-US style=3D'font-=
size:
7.0pt;mso-bidi-font-size:11.0pt'>Creative<span style=3D'letter-spacing:.7pt=
'> </span>Commons<span
style=3D'letter-spacing:.7pt'> </span><span class=3DSpellE>Atribuci&oacute;=
n-NoComercial</span><span
style=3D'letter-spacing:.75pt'> </span><span style=3D'letter-spacing:-.25pt=
'>4.0</span><o:p></o:p></span></p>

<span lang=3DEN-US style=3D'font-size:12.0pt;line-height:115%;font-family:"=
Times New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:EN-US;mso-farea=
st-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:15.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
23.95pt;line-height:115%'><span lang=3DEN-US>Sent: 2024/07/12 Accepted:
2024/10/02 Published:<span style=3D'letter-spacing:-.05pt'> </span><span
style=3D'letter-spacing:-.1pt'>2024/10/15</span></span></p>

</div>

<span lang=3DEN-US style=3D'font-size:11.0pt;line-height:115%;font-family:"=
Times New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:EN-US;mso-farea=
st-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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on:
relative;z-index:15729152;left:458px;top:-1px;width:336px;height:119px'><img
width=3D336 height=3D119 src=3D"1206-RTE-36-e1_archivos/image007.gif" v:sha=
pes=3D"Group_x0020_6 Image_x0020_7 Image_x0020_8"></span><![endif]><span
lang=3DEN-US><o:p>&nbsp;</o:p></span></p>

<br style=3D'mso-ignore:vglayout' clear=3DALL>

<h1 style=3D'margin-right:6.3pt'><span lang=3DEN-US style=3D'letter-spacing=
:-.1pt'>Abstract</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:2.2pt;margin-right:5.5pt;margin-=
bottom:
0cm;margin-left:15.95pt;margin-bottom:.0001pt;text-align:justify;line-heigh=
t:
115%'><span lang=3DEN-US>The<span style=3D'letter-spacing:-.45pt'> </span>w=
ay<span
style=3D'letter-spacing:-.45pt'> </span>people<span style=3D'letter-spacing=
:-.45pt'>
</span>learn<span style=3D'letter-spacing:-.45pt'> </span>has<span
style=3D'letter-spacing:-.45pt'> </span>undergone<span style=3D'letter-spac=
ing:
-.45pt'> </span>a<span style=3D'letter-spacing:-.45pt'> </span>significant<=
span
style=3D'letter-spacing:-.45pt'> </span>transformation<span style=3D'letter=
-spacing:
-.45pt'> </span>thanks<span style=3D'letter-spacing:-.45pt'> </span>to<span
style=3D'letter-spacing:-.45pt'> </span>the<span style=3D'letter-spacing:-.=
45pt'> </span>advancement<span
style=3D'letter-spacing:-.45pt'> </span>of <span style=3D'letter-spacing:-.=
1pt'>technology.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Various</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>digital</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>tools</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>complement</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>daily</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>and</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>academic</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>activities,</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>facilitating</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>access</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>to </span>updated<span
style=3D'letter-spacing:-.75pt'> </span>and<span style=3D'letter-spacing:-.=
7pt'> </span>diverse<span
style=3D'letter-spacing:-.65pt'> </span>information.<span style=3D'letter-s=
pacing:
-.75pt'> </span>The<span style=3D'letter-spacing:-.65pt'> </span>Internet,<=
span
style=3D'letter-spacing:-.7pt'> </span>in<span style=3D'letter-spacing:-.7p=
t'> </span>particular,<span
style=3D'letter-spacing:-.65pt'> </span>has<span style=3D'letter-spacing:-.=
7pt'> </span>positioned<span
style=3D'letter-spacing:-.65pt'> </span>itself<span style=3D'letter-spacing=
:-.7pt'>
</span>as<span style=3D'letter-spacing:-.7pt'> </span>the<span style=3D'let=
ter-spacing:
-.65pt'> </span>primary source of information, offering a large amount of
textual and audiovisual content, with short content<span style=3D'letter-sp=
acing:
-.4pt'> </span>in<span style=3D'letter-spacing:-.4pt'> </span>the<span
style=3D'letter-spacing:-.35pt'> </span>form<span style=3D'letter-spacing:-=
.35pt'> </span>of<span
style=3D'letter-spacing:-.35pt'> </span>videos<span style=3D'letter-spacing=
:-.4pt'>
</span>being<span style=3D'letter-spacing:-.4pt'> </span>the<span
style=3D'letter-spacing:-.4pt'> </span>most<span style=3D'letter-spacing:-.=
4pt'> </span>popular.<span
style=3D'letter-spacing:-.35pt'> </span>However,<span style=3D'letter-spaci=
ng:-.35pt'>
</span>the<span style=3D'letter-spacing:-.4pt'> </span>learning<span
style=3D'letter-spacing:-.4pt'> </span>process<span style=3D'letter-spacing=
:-.4pt'>
</span>inevitably <span style=3D'letter-spacing:-.1pt'>involves</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>acquiring</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>new</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>concepts</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>and</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>terms.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>When</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>encountering</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>unfamiliar</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>vocabulary</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>in</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>videos,
</span>people<span style=3D'letter-spacing:-.15pt'> </span>often<span
style=3D'letter-spacing:-.15pt'> </span>search<span style=3D'letter-spacing=
:-.15pt'>
</span>for<span style=3D'letter-spacing:-.15pt'> </span>additional<span
style=3D'letter-spacing:-.15pt'> </span>information<span style=3D'letter-sp=
acing:
-.15pt'> </span>to<span style=3D'letter-spacing:-.15pt'> </span>understand<=
span
style=3D'letter-spacing:-.15pt'> </span>the<span style=3D'letter-spacing:-.=
15pt'> </span>content<span
style=3D'letter-spacing:-.15pt'> </span>better.<span style=3D'letter-spacin=
g:-.35pt'>
</span>Therefore,<span style=3D'letter-spacing:-.15pt'> </span>this researc=
h<span
style=3D'letter-spacing:-.45pt'> </span>seeks<span style=3D'letter-spacing:=
-.45pt'>
</span>to<span style=3D'letter-spacing:-.45pt'> </span>develop<span
style=3D'letter-spacing:-.45pt'> </span>a<span style=3D'letter-spacing:-.45=
pt'> </span>tool<span
style=3D'letter-spacing:-.45pt'> </span>capable<span style=3D'letter-spacin=
g:-.45pt'>
</span>of<span style=3D'letter-spacing:-.45pt'> </span>analyzing<span
style=3D'letter-spacing:-.45pt'> </span>video<span style=3D'letter-spacing:=
-.45pt'>
</span>transcripts<span style=3D'letter-spacing:-.45pt'> </span>using<span
style=3D'letter-spacing:-.45pt'> </span>Natural<span style=3D'letter-spacin=
g:-.45pt'>
</span>Language Processing techniques to identify key terms and relate them=
 to
other relevant information sources,<span style=3D'letter-spacing:-.75pt'> <=
/span>thus<span
style=3D'letter-spacing:-.75pt'> </span>facilitating<span style=3D'letter-s=
pacing:
-.75pt'> </span>learning.<span style=3D'letter-spacing:-.75pt'> </span>When=
<span
style=3D'letter-spacing:-.75pt'> </span>evaluating<span style=3D'letter-spa=
cing:
-.75pt'> </span>the<span style=3D'letter-spacing:-.75pt'> </span>relevance<=
span
style=3D'letter-spacing:-.75pt'> </span>of<span style=3D'letter-spacing:-.7=
5pt'> </span>terms<span
style=3D'letter-spacing:-.75pt'> </span>to<span style=3D'letter-spacing:-.7=
5pt'> </span>the<span
style=3D'letter-spacing:-.75pt'> </span>textual<span style=3D'letter-spacin=
g:-.75pt'>
</span>content of videos on various topics using an Artificial Intelligence
model, a relevance greater than 75%<span style=3D'letter-spacing:-.45pt'> <=
/span>was<span
style=3D'letter-spacing:-.45pt'> </span>evidenced<span style=3D'letter-spac=
ing:
-.45pt'> </span>for<span style=3D'letter-spacing:-.45pt'> </span>all<span
style=3D'letter-spacing:-.45pt'> </span>terms.<span style=3D'letter-spacing=
:-.65pt'>
</span>This<span style=3D'letter-spacing:-.45pt'> </span>confirms<span
style=3D'letter-spacing:-.45pt'> </span>the<span style=3D'letter-spacing:-.=
45pt'> </span>efficacy<span
style=3D'letter-spacing:-.45pt'> </span>of<span style=3D'letter-spacing:-.4=
5pt'> </span>this<span
style=3D'letter-spacing:-.45pt'> </span>approach<span style=3D'letter-spaci=
ng:-.45pt'>
</span>for<span style=3D'letter-spacing:-.45pt'> </span>analyzing<span
style=3D'letter-spacing:-.45pt'> </span>and understanding the textual conte=
nt of
transcribed videos.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:2.05pt'><span lang=3DEN-US><o:p>=
&nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-left:15.95pt;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=3DEN-US>Keywords:<span
style=3D'letter-spacing:-.4pt'> </span></span></i></b><span lang=3DEN-US>Na=
tural<span
style=3D'letter-spacing:-.4pt'> </span>language<span style=3D'letter-spacin=
g:-.4pt'>
</span>processing,<span style=3D'letter-spacing:-.6pt'> </span>Text<span
style=3D'letter-spacing:-.35pt'> </span>mining,<span style=3D'letter-spacin=
g:-.6pt'>
</span>Text<span style=3D'letter-spacing:-.4pt'> </span>classification,<span
style=3D'letter-spacing:-.6pt'> </span>Web<span style=3D'letter-spacing:-.4=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>Mashup.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:10.85pt'><!--[if gte vml 1]><o:w=
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gin-bottom:
      0cm;margin-left:3.8pt;margin-bottom:.0001pt;text-align:justify'><b
      style=3D'mso-bidi-font-weight:normal'><span lang=3DEN-US style=3D'fon=
t-size:
      10.0pt;mso-bidi-font-size:11.0pt'>Summary:<span style=3D'letter-spaci=
ng:
      -.3pt'> </span></span></b><span lang=3DEN-US style=3D'font-size:10.0p=
t;
      mso-bidi-font-size:11.0pt'>Introduction,<span style=3D'letter-spacing=
:-.15pt'>
      </span>Related<span style=3D'letter-spacing:-.35pt'> </span>Works,<sp=
an
      style=3D'letter-spacing:-.15pt'> </span>Materials<span style=3D'lette=
r-spacing:
      -.2pt'> </span>and<span style=3D'letter-spacing:-.15pt'> </span>Metho=
ds,<span
      style=3D'letter-spacing:-.15pt'> </span>Results<span style=3D'letter-=
spacing:
      -.2pt'> </span>and<span style=3D'letter-spacing:-.15pt'> </span>Discu=
ssion,<span
      style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing=
:-.1pt'>Conclusions.</span><o:p></o:p></span></p>
      <p class=3DMsoNormal style=3D'margin-top:1.0pt'><span lang=3DEN-US
      style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p=
></span></p>
      <p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:3.7pt;margi=
n-bottom:
      0cm;margin-left:3.8pt;margin-bottom:.0001pt;text-align:justify;
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      lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line=
-height:
      103%'>How<span style=3D'letter-spacing:-.25pt'> </span>to<span
      style=3D'letter-spacing:-.25pt'> </span>cite:<span style=3D'letter-sp=
acing:
      -.25pt'> </span></span></b><span lang=3DEN-US style=3D'font-size:10.0=
pt;
      mso-bidi-font-size:11.0pt;line-height:103%'>Mart&iacute;nez,<span
      style=3D'letter-spacing:-.25pt'> </span>P.<span style=3D'letter-spaci=
ng:2.0pt'>
      </span>&amp;<span style=3D'letter-spacing:-.25pt'> </span>Orellana,<s=
pan
      style=3D'letter-spacing:-.25pt'> </span>M.<span style=3D'letter-spaci=
ng:-.25pt'>
      </span>(2024).<span style=3D'letter-spacing:-.25pt'> </span>Links<span
      style=3D'letter-spacing:-.25pt'> </span>Related<span style=3D'letter-=
spacing:
      -.25pt'> </span>Generation<span style=3D'letter-spacing:-.25pt'> </sp=
an>to<span
      style=3D'letter-spacing:-.4pt'> </span>Transcribed<span style=3D'lett=
er-spacing:
      -.4pt'> </span>Texts<span style=3D'letter-spacing:-.25pt'> </span>for=
<span
      style=3D'letter-spacing:-.6pt'> </span>YouTube Videos. <span class=3D=
SpellE><i
      style=3D'mso-bidi-font-style:normal'>Revista</i></span><i style=3D'ms=
o-bidi-font-style:
      normal'> <span class=3DSpellE>Tecnol&oacute;gica</span> - Espol, 36(2=
),
      39-51. </i><span class=3DSpellE>Recuperado</span> a <span class=3DSpe=
llE>partir</span>
      de </span><span lang=3DEN-US><a
      href=3D"https://rte.espol.edu.ec/index.php/tecnologica/article/view/1=
206"><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/</span></a></span><span
      lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line=
-height:
      103%'> </span><span lang=3DEN-US><a
      href=3D"https://rte.espol.edu.ec/index.php/tecnologica/article/view/1=
206"><span
      class=3DSpellE><span style=3D'font-size:10.0pt;mso-bidi-font-size:11.=
0pt;
      line-height:103%;color:windowtext;letter-spacing:-.1pt;text-decoratio=
n:
      none;text-underline:none'>tecnologica</span></span><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-under=
line:
      none'>/article/view/1206</span></a></span><span lang=3DEN-US
      style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%'=
><o:p></o:p></span></p>
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  </tr>
  <tr>
   <td></td>
   <td><img width=3D606 height=3D112 src=3D"1206-RTE-36-e1_archivos/image00=
8.gif"
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style=3D'mso-ignore:vglayout' clear=3DALL>
<span lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:=
p></o:p></span></p>

</div>

<span lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;font=
-family:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
EN-US;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=3DEN-US><o:p>=
&nbsp;</o:p></span></p>

<h1 style=3D'margin-right:6.35pt'><span class=3DSpellE><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>Resumen</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.5pt;margin-b=
ottom:
0cm;margin-left:15.95pt;margin-bottom:.0001pt;text-align:justify;line-heigh=
t:
103%'><span lang=3DEN-US>La <span class=3DSpellE>manera</span> en que las p=
ersonas <span
class=3DSpellE>aprenden</span> ha <span class=3DSpellE>experimentado</span>=
 <span
class=3DSpellE>una</span> <span class=3DSpellE>transformaci&oacute;n</span>=
 <span
class=3DSpellE>significativa</span> gracias<span style=3D'letter-spacing:-.=
55pt'> </span>al<span
style=3D'letter-spacing:-.35pt'> </span><span class=3DSpellE>avance</span><=
span
style=3D'letter-spacing:-.35pt'> </span>de<span style=3D'letter-spacing:-.3=
5pt'> </span>la<span
style=3D'letter-spacing:-.35pt'> </span><span class=3DSpellE>tecnolog&iacut=
e;a</span>.<span
style=3D'letter-spacing:-.75pt'> </span><span class=3DSpellE>Actualmente</s=
pan>,<span
style=3D'letter-spacing:-.35pt'> </span><span class=3DSpellE>una</span><span
style=3D'letter-spacing:-.35pt'> </span><span class=3DSpellE>amplia</span><=
span
style=3D'letter-spacing:-.35pt'> </span><span class=3DSpellE>variedad</span=
><span
style=3D'letter-spacing:-.35pt'> </span>de<span style=3D'letter-spacing:-.3=
5pt'> </span><span
class=3DSpellE>herramientas</span><span style=3D'letter-spacing:-.35pt'> </=
span><span
class=3DSpellE>digitales</span> <span class=3DSpellE>complementa</span> las=
 <span
class=3DSpellE>actividades</span> <span class=3DSpellE>cotidianas</span> y =
<span
class=3DSpellE>acad&eacute;micas</span>, <span class=3DSpellE>facilitando</=
span> <span
class=3DSpellE>el</span> <span class=3DSpellE>acceso</span> a <span class=
=3DSpellE>informaci&oacute;n</span>
<span class=3DSpellE>actualizada</span> y <span class=3DSpellE>diversa</spa=
n>.
Internet, en particular, se ha <span class=3DSpellE>posicionado</span> <span
class=3DSpellE>como</span> la principal <span class=3DSpellE>fuente</span> =
de <span
class=3DSpellE>informaci&oacute;n</span>,<span style=3D'letter-spacing:-.1p=
t'> </span><span
class=3DSpellE>ofreciendo</span><span style=3D'letter-spacing:-.1pt'> </spa=
n><span
class=3DSpellE>una</span><span style=3D'letter-spacing:-.1pt'> </span>gran<=
span
style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE>cantidad</span>=
<span
style=3D'letter-spacing:-.1pt'> </span>de<span style=3D'letter-spacing:-.1p=
t'> </span><span
class=3DSpellE>contenidos</span><span style=3D'letter-spacing:-.1pt'> </spa=
n><span
class=3DSpellE>textuales</span><span style=3D'letter-spacing:-.1pt'> </span=
>y<span
style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE>audiovisuales</=
span>,<span
style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE>siendo</span><s=
pan
style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE>los</span> <span
class=3DSpellE><span style=3D'letter-spacing:-.1pt'>contenidos</span></span=
><span
style=3D'letter-spacing:-.75pt'> </span><span style=3D'letter-spacing:-.1pt=
'>breves</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=
'>forma</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=
'>videos,</span><span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>los</span></span><span style=3D'letter-spaci=
ng:-.65pt'>
</span><span class=3DSpellE><span style=3D'letter-spacing:-.1pt'>m&aacute;s=
</span></span><span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>populares</span></span><span style=3D'letter=
-spacing:
-.1pt'>.</span><span style=3D'letter-spacing:-.65pt'> </span><span
style=3D'letter-spacing:-.1pt'>Sin</span><span style=3D'letter-spacing:-.65=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>embargo,</span><span style=3D'letter-spacing=
:-.65pt'>
</span><span class=3DSpellE><span style=3D'letter-spacing:-.1pt'>el</span><=
/span><span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>proceso</span></span><span style=3D'letter-s=
pacing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>aprendizaje</span></span><span style=3D'lett=
er-spacing:
-.1pt'> </span><span class=3DSpellE>inevitablemente</span> <span class=3DSp=
ellE>implica</span>
la <span class=3DSpellE>adquisici&oacute;n</span> de <span class=3DSpellE>n=
uevos</span>
<span class=3DSpellE>conceptos</span> y <span class=3DSpellE>t&eacute;rmino=
s</span>.
Al <span class=3DSpellE>encontrarse</span> con <span class=3DSpellE>vocabul=
ario</span>
<span class=3DSpellE>desconocido</span> en <span class=3DSpellE>los</span> =
videos,
las personas <span class=3DSpellE>suelen</span> <span class=3DSpellE>buscar=
</span> <span
class=3DSpellE>informaci&oacute;n</span> <span class=3DSpellE>adicional</sp=
an> para
<span class=3DSpellE><span style=3D'letter-spacing:-.2pt'>comprender</span>=
</span><span
style=3D'letter-spacing:-.2pt'> <span class=3DSpellE>mejor</span> <span
class=3DSpellE>el</span> <span class=3DSpellE>contenido</span>. Por lo tant=
o, <span
class=3DSpellE>esta</span> <span class=3DSpellE>investigaci&oacute;n</span>=
 <span
class=3DSpellE>busca</span> <span class=3DSpellE>desarrollar</span> <span
class=3DSpellE>una</span> <span class=3DSpellE>herramienta</span> </span><s=
pan
class=3DSpellE><span style=3D'letter-spacing:-.1pt'>capaz</span></span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>analizar</span></span><span style=3D'letter-=
spacing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>las</span><span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>transcripciones</span></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=
'>videos</span><span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>utilizando</span></span><span style=3D'lette=
r-spacing:
-.65pt'> </span><span class=3DSpellE><span style=3D'letter-spacing:-.1pt'>t=
&eacute;cnicas</span></span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>Procesamiento</span></span><span style=3D'le=
tter-spacing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>Lenguaje</span></span><span style=3D'letter-=
spacing:
-.1pt'> </span><span style=3D'letter-spacing:-.2pt'>Natural para <span
class=3DSpellE>identificar</span> <span class=3DSpellE>t&eacute;rminos</spa=
n> clave
y <span class=3DSpellE>relacionarlos</span> con <span class=3DSpellE>otras<=
/span> <span
class=3DSpellE>fuentes</span> de <span class=3DSpellE>informaci&oacute;n</s=
pan> <span
class=3DSpellE>relevante</span>, </span><span class=3DSpellE>facilitando</s=
pan><span
style=3D'letter-spacing:-.15pt'> </span><span class=3DSpellE>as&iacute;</sp=
an><span
style=3D'letter-spacing:-.15pt'> </span><span class=3DSpellE>el</span><span
style=3D'letter-spacing:-.15pt'> </span><span class=3DSpellE>aprendizaje</s=
pan>.<span
style=3D'letter-spacing:-.75pt'> </span>Al<span style=3D'letter-spacing:-.1=
5pt'> </span><span
class=3DSpellE>evaluar</span><span style=3D'letter-spacing:-.15pt'> </span>=
la<span
style=3D'letter-spacing:-.15pt'> </span><span class=3DSpellE>relevancia</sp=
an><span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
5pt'> </span><span
class=3DSpellE>los</span><span style=3D'letter-spacing:-.15pt'> </span><span
class=3DSpellE>t&eacute;rminos</span><span style=3D'letter-spacing:-.15pt'>=
 </span>con<span
style=3D'letter-spacing:-.15pt'> </span><span class=3DSpellE>el</span><span
style=3D'letter-spacing:-.15pt'> </span><span class=3DSpellE>contenido</spa=
n><span
style=3D'letter-spacing:-.15pt'> </span>textual en videos de <span class=3D=
SpellE>distintas</span>
<span class=3DSpellE>tem&aacute;ticas</span> <span class=3DSpellE>utilizand=
o</span>
un <span class=3DSpellE>modelo</span> de <span class=3DSpellE>Inteligencia<=
/span><span
style=3D'letter-spacing:-.05pt'> </span>Artificial, se <span class=3DSpellE=
>evidencia</span>
<span class=3DSpellE>una</span><span style=3D'letter-spacing:-.45pt'> </spa=
n><span
class=3DSpellE>relevancia</span><span style=3D'letter-spacing:-.45pt'> </sp=
an><span
class=3DSpellE>mayor<span style=3D'letter-spacing:-.45pt'> </span>al</span>=
<span
style=3D'letter-spacing:-.45pt'> </span>75%<span style=3D'letter-spacing:-.=
45pt'> </span>en<span
style=3D'letter-spacing:-.45pt'> </span><span class=3DSpellE>todos</span><s=
pan
style=3D'letter-spacing:-.45pt'> </span><span class=3DSpellE>los</span><span
style=3D'letter-spacing:-.45pt'> </span><span class=3DSpellE>t&eacute;rmino=
s</span>,<span
style=3D'letter-spacing:-.45pt'> </span>lo<span style=3D'letter-spacing:-.4=
5pt'> </span>que<span
style=3D'letter-spacing:-.45pt'> </span><span class=3DSpellE>confirma</span=
><span
style=3D'letter-spacing:-.45pt'> </span>la<span style=3D'letter-spacing:-.4=
5pt'> </span><span
class=3DSpellE>eficacia</span><span style=3D'letter-spacing:-.45pt'> </span=
>de<span
style=3D'letter-spacing:-.45pt'> </span><span class=3DSpellE>este</span><sp=
an
style=3D'letter-spacing:-.45pt'> </span><span class=3DSpellE>enfoque</span>=
 para <span
class=3DSpellE>analizar</span> y <span class=3DSpellE>comprender</span> <sp=
an
class=3DSpellE>el</span> <span class=3DSpellE>contenido</span> textual de <=
span
class=3DSpellE>los</span> videos <span class=3DSpellE>transcritos</span>.</=
span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.35pt'><span lang=3DEN-US><o:p>=
&nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-left:15.95pt;text-align:justify'><b
style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:norma=
l'><span
lang=3DEN-US>Palabras<span style=3D'letter-spacing:.95pt'> </span>clave:<sp=
an
style=3D'letter-spacing:.95pt'> </span></span></i></b><span class=3DSpellE>=
<span
lang=3DEN-US>Categorizaci&oacute;n</span></span><span lang=3DEN-US
style=3D'letter-spacing:1.0pt'> </span><span lang=3DEN-US>de<span style=3D'=
letter-spacing:
.95pt'> </span><span class=3DSpellE>texto</span>,<span style=3D'letter-spac=
ing:
1.0pt'> </span><span class=3DSpellE>Miner&iacute;a</span><span style=3D'let=
ter-spacing:
.95pt'> </span>de<span style=3D'letter-spacing:1.0pt'> </span><span class=
=3DSpellE>texto</span>,<span
style=3D'letter-spacing:.95pt'> </span>Mashup<span style=3D'letter-spacing:=
1.0pt'> </span>web,<span
style=3D'letter-spacing:.95pt'> </span><span class=3DSpellE>Procesamiento</=
span><span
style=3D'letter-spacing:1.0pt'> </span><span style=3D'letter-spacing:-.25pt=
'>de</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:0cm;margin-bot=
tom:
0cm;margin-left:15.95pt;margin-bottom:.0001pt;text-align:justify'><span
class=3DSpellE><span lang=3DEN-US>lenguaje</span></span><span lang=3DEN-US>=
 <span
style=3D'letter-spacing:-.1pt'>natural.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:13.2pt'><span lang=3DEN-US><o:p>=
&nbsp;</o:p></span></p>

<h1 style=3D'margin-right:6.3pt'><span lang=3DEN-US style=3D'letter-spacing=
:-.1pt'>Introduction</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.65pt;margin-=
bottom:
0cm;margin-left:15.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
36.0pt;line-height:103%'><span lang=3DEN-US>Technology has radically transf=
ormed
the way we learn. Today, students and teachers have<span style=3D'letter-sp=
acing:
-.75pt'> </span>many<span style=3D'letter-spacing:-.75pt'> </span>digital<s=
pan
style=3D'letter-spacing:-.75pt'> </span>resources<span style=3D'letter-spac=
ing:
-.75pt'> </span>to<span style=3D'letter-spacing:-.75pt'> </span>complement<=
span
style=3D'letter-spacing:-.75pt'> </span>their<span style=3D'letter-spacing:=
-.75pt'>
</span>academic<span style=3D'letter-spacing:-.75pt'> </span>activities.<sp=
an
style=3D'letter-spacing:-.75pt'> </span>The<span style=3D'letter-spacing:-.=
75pt'> </span>Internet<span
style=3D'letter-spacing:-.75pt'> </span>has<span style=3D'letter-spacing:-.=
75pt'> </span>become<span
style=3D'letter-spacing:-.75pt'> </span>a notable<span style=3D'letter-spac=
ing:
-.65pt'> </span>source<span style=3D'letter-spacing:-.65pt'> </span>of<span
style=3D'letter-spacing:-.65pt'> </span>up-to-date<span style=3D'letter-spa=
cing:
-.65pt'> </span>and<span style=3D'letter-spacing:-.65pt'> </span>accessible=
<span
style=3D'letter-spacing:-.65pt'> </span>information,<span style=3D'letter-s=
pacing:
-.65pt'> </span>with<span style=3D'letter-spacing:-.65pt'> </span>videos<sp=
an
style=3D'letter-spacing:-.65pt'> </span>being<span style=3D'letter-spacing:=
-.65pt'>
</span>the<span style=3D'letter-spacing:-.65pt'> </span>preferred<span
style=3D'letter-spacing:-.65pt'> </span>format for<span style=3D'letter-spa=
cing:
-.5pt'> </span>learning<span style=3D'letter-spacing:-.5pt'> </span>(Hsin<s=
pan
style=3D'letter-spacing:-.5pt'> </span>&amp;<span style=3D'letter-spacing:-=
.45pt'> </span><span
class=3DSpellE>Cigas</span>,<span style=3D'letter-spacing:-.5pt'> </span>20=
13).<span
style=3D'letter-spacing:-.5pt'> </span>However,<span style=3D'letter-spacin=
g:-.5pt'>
</span>this<span style=3D'letter-spacing:-.5pt'> </span>activity<span
style=3D'letter-spacing:-.5pt'> </span>is<span style=3D'letter-spacing:-.5p=
t'> </span>interrupted<span
style=3D'letter-spacing:-.5pt'> </span>when<span style=3D'letter-spacing:-.=
5pt'> </span>people<span
style=3D'letter-spacing:-.5pt'> </span>encounter unfamiliar<span
style=3D'letter-spacing:-.35pt'> </span>terms<span style=3D'letter-spacing:=
-.35pt'>
</span>or<span style=3D'letter-spacing:-.35pt'> </span>concepts.<span
style=3D'letter-spacing:-.55pt'> </span>This<span style=3D'letter-spacing:-=
.35pt'> </span>situation<span
style=3D'letter-spacing:-.35pt'> </span>requires<span style=3D'letter-spaci=
ng:-.35pt'>
</span>searching<span style=3D'letter-spacing:-.35pt'> </span>for<span
style=3D'letter-spacing:-.35pt'> </span>additional<span style=3D'letter-spa=
cing:
-.35pt'> </span>information<span style=3D'letter-spacing:-.35pt'> </span>fr=
om
other<span style=3D'letter-spacing:-.45pt'> </span>sources,<span
style=3D'letter-spacing:-.45pt'> </span>which<span style=3D'letter-spacing:=
-.45pt'>
</span>generates<span style=3D'letter-spacing:-.45pt'> </span>intermittent<=
span
style=3D'letter-spacing:-.45pt'> </span>viewing<span style=3D'letter-spacin=
g:-.45pt'>
</span>of<span style=3D'letter-spacing:-.45pt'> </span>the<span style=3D'le=
tter-spacing:
-.45pt'> </span>video<span style=3D'letter-spacing:-.45pt'> </span>(<span
class=3DSpellE>Manasrah</span><span style=3D'letter-spacing:-.45pt'> </span=
>et<span
style=3D'letter-spacing:-.45pt'> </span>al.,<span style=3D'letter-spacing:-=
.45pt'> </span>2021).<span
style=3D'letter-spacing:-.65pt'> </span>Thus, developing a methodology and =
tool
that integrates and organizes these contents coherently is <span
style=3D'letter-spacing:-.1pt'>imperative.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.7pt;margin-bo=
ttom:
0cm;margin-left:15.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
36.0pt;line-height:103%'><span lang=3DEN-US>Thanks<span style=3D'letter-spa=
cing:
-.65pt'> </span>to<span style=3D'letter-spacing:-.65pt'> </span>advances<sp=
an
style=3D'letter-spacing:-.65pt'> </span>in<span style=3D'letter-spacing:-.6=
5pt'> </span>Natural<span
style=3D'letter-spacing:-.65pt'> </span>Language<span style=3D'letter-spaci=
ng:-.65pt'>
</span>Processing<span style=3D'letter-spacing:-.65pt'> </span>(NLP),<span
style=3D'letter-spacing:-.65pt'> </span>analyzing<span style=3D'letter-spac=
ing:
-.65pt'> </span>and<span style=3D'letter-spacing:-.65pt'> </span>categorizi=
ng
texts<span style=3D'letter-spacing:-.6pt'> </span>and<span style=3D'letter-=
spacing:
-.35pt'> </span>videos<span style=3D'letter-spacing:-.35pt'> </span>availab=
le<span
style=3D'letter-spacing:-.35pt'> </span>online<span style=3D'letter-spacing=
:-.35pt'>
</span>is<span style=3D'letter-spacing:-.35pt'> </span>possible.<span
style=3D'letter-spacing:-.6pt'> </span>This<span style=3D'letter-spacing:-.=
35pt'> </span>branch<span
style=3D'letter-spacing:-.35pt'> </span>of<span style=3D'letter-spacing:-.7=
5pt'> </span>Artificial<span
style=3D'letter-spacing:-.35pt'> </span>Intelligence<span style=3D'letter-s=
pacing:
-.35pt'> </span>(AI)<span style=3D'letter-spacing:-.35pt'> </span>enables <=
span
style=3D'letter-spacing:-.1pt'>computer</span><span style=3D'letter-spacing=
:-.75pt'>
</span><span style=3D'letter-spacing:-.1pt'>systems</span><span style=3D'le=
tter-spacing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>to</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>understand</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>and</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>process</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>human</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>language</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>similarly</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>to</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>people</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>(Litman,</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>2016).
</span>NLP<span style=3D'letter-spacing:-.75pt'> </span>faces<span
style=3D'letter-spacing:-.35pt'> </span>a<span style=3D'letter-spacing:-.35=
pt'> </span>considerable<span
style=3D'letter-spacing:-.35pt'> </span>challenge<span style=3D'letter-spac=
ing:
-.35pt'> </span>due<span style=3D'letter-spacing:-.35pt'> </span>to<span
style=3D'letter-spacing:-.35pt'> </span>the<span style=3D'letter-spacing:-.=
35pt'> </span>evolutionary<span
style=3D'letter-spacing:-.35pt'> </span>nature<span style=3D'letter-spacing=
:-.35pt'>
</span>of<span style=3D'letter-spacing:-.35pt'> </span>human<span
style=3D'letter-spacing:-.35pt'> </span>language.<span style=3D'letter-spac=
ing:
-.35pt'> </span>Factors <span style=3D'letter-spacing:-.1pt'>such</span><sp=
an
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>as</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>people's</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>speaking</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>and</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>writing</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>styles</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>make</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>training</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>NLP</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>models</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>continuous</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>and</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>complex.
</span>These<span style=3D'letter-spacing:-.35pt'> </span>models<span
style=3D'letter-spacing:-.35pt'> </span>improve<span style=3D'letter-spacin=
g:-.35pt'>
</span>by<span style=3D'letter-spacing:-.35pt'> </span>being<span
style=3D'letter-spacing:-.35pt'> </span>trained<span style=3D'letter-spacin=
g:-.35pt'>
</span>with<span style=3D'letter-spacing:-.35pt'> </span>a<span style=3D'le=
tter-spacing:
-.35pt'> </span>large<span style=3D'letter-spacing:-.35pt'> </span>amount<s=
pan
style=3D'letter-spacing:-.35pt'> </span>of<span style=3D'letter-spacing:-.3=
5pt'> </span>data,<span
style=3D'letter-spacing:-.35pt'> </span>such<span style=3D'letter-spacing:-=
.35pt'> </span>as<span
style=3D'letter-spacing:-.35pt'> </span>Google<span style=3D'letter-spacing=
:-.55pt'>
</span>Translate, which uses neural networks to translate full texts using =
the
available context, achieving more accurate and fluid translations. This
technique, called Zero-shot, translates directly from the original language=
 to
the target language (Vaswani et al., 2017).</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.05pt'><span lang=3DEN-US><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:15.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
36.0pt;line-height:103%'><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>=
Keywords</span><span
lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>serve</span><span lang=3DEN-US style=3D'lett=
er-spacing:
-.65pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>as</span>=
<span
lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>guides</span><span lang=3DEN-US style=3D'let=
ter-spacing:
-.65pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>to</span>=
<span
lang=3DEN-US style=3D'letter-spacing:-.6pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>finding</span><span lang=3DEN-US style=3D'le=
tter-spacing:
-.65pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>relevant<=
/span><span
lang=3DEN-US style=3D'letter-spacing:-.6pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>information</span><span lang=3DEN-US
style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>in</span><span lang=3DEN-US style=3D'letter-spacing:-.6pt'> </span><=
span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>documents.</span><span lang=3DE=
N-US
style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>They</span><span lang=3DEN-US style=3D'letter-spacing:-.65pt'> </spa=
n><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>are</span><span lang=3DEN-US
style=3D'letter-spacing:-.6pt'> </span><span lang=3DEN-US style=3D'letter-s=
pacing:
-.1pt'>helpful </span><span lang=3DEN-US>both for people searching for
information and for NLP systems, such as those that generate summaries<span
style=3D'letter-spacing:-.65pt'> </span>(Pal<span style=3D'letter-spacing:-=
.6pt'> </span>et<span
style=3D'letter-spacing:-.6pt'> </span>al.,<span style=3D'letter-spacing:-.=
6pt'> </span>2013),<span
style=3D'letter-spacing:-.6pt'> </span>categorize<span style=3D'letter-spac=
ing:
-.6pt'> </span>texts<span style=3D'letter-spacing:-.6pt'> </span>(&Ouml;zg&=
uuml;r<span
style=3D'letter-spacing:-.6pt'> </span>et<span style=3D'letter-spacing:-.6p=
t'> </span>al.,<span
style=3D'letter-spacing:-.6pt'> </span>2005),<span style=3D'letter-spacing:=
-.6pt'> </span>and<span
style=3D'letter-spacing:-.6pt'> </span>extract<span style=3D'letter-spacing=
:-.6pt'>
</span>information<span style=3D'letter-spacing:-.6pt'> </span>from texts (=
<span
class=3DSpellE>Marujo</span> et al., 2011), among others. Additionally, aut=
omatic
frameworks are proposed<span style=3D'letter-spacing:2.0pt'> </span>to<span
style=3D'letter-spacing:-.05pt'> </span>extract<span style=3D'letter-spacin=
g:-.05pt'>
</span>keywords<span style=3D'letter-spacing:-.05pt'> </span>(Litvak,<span
style=3D'letter-spacing:-.05pt'> </span>2019;<span style=3D'letter-spacing:=
-.05pt'>
</span><span class=3DSpellE>Medelyan</span><span style=3D'letter-spacing:-.=
05pt'> </span>et<span
style=3D'letter-spacing:-.05pt'> </span>al.,<span style=3D'letter-spacing:-=
.05pt'> </span>2010;<span
style=3D'letter-spacing:-.3pt'> </span>Turney,<span style=3D'letter-spacing=
:-.05pt'>
</span>2000).<span style=3D'letter-spacing:-.3pt'> </span>These<span
style=3D'letter-spacing:-.05pt'> </span>systems<span style=3D'letter-spacin=
g:-.05pt'>
</span>were designed<span style=3D'letter-spacing:-.35pt'> </span>to<span
style=3D'letter-spacing:-.35pt'> </span>work<span style=3D'letter-spacing:-=
.35pt'> </span>in<span
style=3D'letter-spacing:-.35pt'> </span>ideal<span style=3D'letter-spacing:=
-.35pt'>
</span>conditions,<span style=3D'letter-spacing:-.35pt'> </span>with<span
style=3D'letter-spacing:-.35pt'> </span>structured<span style=3D'letter-spa=
cing:
-.35pt'> </span>and<span style=3D'letter-spacing:-.35pt'> </span>controlled=
<span
style=3D'letter-spacing:-.4pt'> </span>data,<span style=3D'letter-spacing:-=
.35pt'> </span>such<span
style=3D'letter-spacing:-.35pt'> </span>as<span style=3D'letter-spacing:-.3=
5pt'> </span>news<span
style=3D'letter-spacing:-.35pt'> </span>or<span style=3D'letter-spacing:-.3=
5pt'> </span>texts
from the Internet. However, their performance often decreases significantly
when applied to more complex tasks such as translation, name recognition, or
summary generation (Chang et al., 2014).</span></p>

</div>

<span lang=3DEN-US style=3D'font-size:11.0pt;line-height:103%;font-family:"=
Times New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:EN-US;mso-farea=
st-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=3DEN-US><o:p>=
&nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.35pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DEN-US>Text classification is an essen=
tial
task in the field of NLP, allowing us to sort and categorize a wide variety=
 of
content, from questions to product reviews (<span class=3DSpellE>Minaee</sp=
an> et
al., 2022). Although various methods effectively classify texts into previo=
usly
labeled categories, their <span style=3D'letter-spacing:-.1pt'>performance<=
/span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>deteriorates</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>significantly</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>when</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>faced</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>with</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>new</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>classes</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>not</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>included</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>in</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>the</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>previous
training</span><span style=3D'letter-spacing:-.35pt'> </span><span
style=3D'letter-spacing:-.1pt'>(<span class=3DSpellE>Pourpanah</span></span=
><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>et</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>al.,</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>2019).</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Zero-shot</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>classification</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>aims</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>to</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>classify</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>elements</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>that</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>have</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>not </span>been
seen during training (Wang et al., 2019).<span style=3D'letter-spacing:-.05=
pt'> </span>This
classification technique used in this study seeks<span style=3D'letter-spac=
ing:
-.75pt'> </span>to<span style=3D'letter-spacing:-.75pt'> </span>identify<sp=
an
style=3D'letter-spacing:-.75pt'> </span>new<span style=3D'letter-spacing:-.=
75pt'> </span>topics<span
style=3D'letter-spacing:-.75pt'> </span>and<span style=3D'letter-spacing:-.=
75pt'> </span>determine<span
style=3D'letter-spacing:-.75pt'> </span>if<span style=3D'letter-spacing:-.7=
5pt'> </span>they<span
style=3D'letter-spacing:-.75pt'> </span>are<span style=3D'letter-spacing:-.=
75pt'> </span>related<span
style=3D'letter-spacing:-.75pt'> </span>to<span style=3D'letter-spacing:-.7=
5pt'> </span>the<span
style=3D'letter-spacing:-.75pt'> </span>main<span style=3D'letter-spacing:-=
.75pt'> </span>topic<span
style=3D'letter-spacing:-.75pt'> </span>of<span style=3D'letter-spacing:-.7=
5pt'> </span>the<span
style=3D'letter-spacing:-.75pt'> </span>text.<span style=3D'letter-spacing:=
-.75pt'>
</span>Zhang et al. (2022) generate features for unseen classes based on
lateral information, i.e., class-level attributes or text descriptions.<span
style=3D'letter-spacing:-.45pt'> </span>Ye et al. (2020) also employ reinfo=
rced
self-training techniques to take advantage of unlabeled data during trainin=
g.
By assuming that there is no information about unknown categories, they exp=
lore
different methods to classify texts without labels in a generalized way.</s=
pan></p>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.95pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DEN-US>Based<span style=3D'letter-spac=
ing:
-.1pt'> </span>on<span style=3D'letter-spacing:-.1pt'> </span>the<span
style=3D'letter-spacing:-.1pt'> </span>previous<span style=3D'letter-spacin=
g:-.1pt'>
</span>studies<span style=3D'letter-spacing:-.1pt'> </span>that<span
style=3D'letter-spacing:-.1pt'> </span>mentioned<span style=3D'letter-spaci=
ng:-.1pt'>
</span>techniques<span style=3D'letter-spacing:-.1pt'> </span>for<span
style=3D'letter-spacing:-.1pt'> </span>extracting<span style=3D'letter-spac=
ing:
-.1pt'> </span>keywords<span style=3D'letter-spacing:-.1pt'> </span>such as=
<span
style=3D'letter-spacing:-.35pt'> </span>YAKE! and Zero-shot classification,=
 this
research proposes analyzing transcripts of videos <span style=3D'letter-spa=
cing:
-.2pt'>obtained</span><span style=3D'letter-spacing:-.3pt'> </span><span
style=3D'letter-spacing:-.2pt'>from the Internet (YouTube) through</span><s=
pan
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.2pt=
'>Application
Programming Interfaces (APIs). First, the keywords are extracted.</span><sp=
an
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.2pt=
'>Then,
new related topics are generated using Zero-shot classification. Finally,</=
span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.2pt=
'>these</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>topics</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>are</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>linked</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>to</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.2pt=
'>Wikipedia</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>articles</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>and</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>presented</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>in</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>a</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>web</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>mashup.</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.2pt=
'>The</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>resulting
</span>system allows a more complete video content exploration and related
terms.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DEN-US><o:p>&n=
bsp;</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=3DEN-US>Finally, this document is organ=
ized
as follows: Section II contains the related works; <span style=3D'letter-sp=
acing:
-.1pt'>Section</span><span style=3D'letter-spacing:-.75pt'> </span><span
style=3D'letter-spacing:-.1pt'>III</span><span style=3D'letter-spacing:-.65=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>is</span><span style=3D'letter-spacing:-.65p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>the</span><span style=3D'letter-spacing:-.65=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>methodology</span><span style=3D'letter-spac=
ing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>used</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>for</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>execution;</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Section</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>IV</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>shows</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>the</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>results</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>achieved;</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Section
</span>V addresses the evaluation; and finally, Section VI presents the
conclusions of the work.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:12.75pt'><span lang=3DEN-US><o:p=
>&nbsp;</o:p></span></p>

<h1 style=3D'margin-left:203.55pt;text-align:justify'><span lang=3DEN-US>Re=
lated<span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Works</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.2pt;margin-right:5.45pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:100%'><span lang=3DEN-US>Several<span style=3D'letter-sp=
acing:
-.15pt'> </span>studies<span style=3D'letter-spacing:-.15pt'> </span>are<sp=
an
style=3D'letter-spacing:-.15pt'> </span>focused<span style=3D'letter-spacin=
g:-.15pt'>
</span>on<span style=3D'letter-spacing:-.15pt'> </span>applying<span
style=3D'letter-spacing:-.15pt'> </span>different<span style=3D'letter-spac=
ing:
-.15pt'> </span>techniques<span style=3D'letter-spacing:-.15pt'> </span>and=
<span
style=3D'letter-spacing:-.15pt'> </span><a name=3D"_Hlk76478850"></a>mechan=
isms<span
style=3D'letter-spacing:-.15pt'> </span>to<span style=3D'letter-spacing:-.1=
5pt'> </span>create
tools that help people improve their study methods (Burstein, 2009). Howeve=
r,
some studies have<span style=3D'letter-spacing:-.7pt'> </span>not<span
style=3D'letter-spacing:-.7pt'> </span>used<span style=3D'letter-spacing:-.=
7pt'> </span>a<span
style=3D'letter-spacing:-.7pt'> </span>combination<span style=3D'letter-spa=
cing:
-.7pt'> </span>of<span style=3D'letter-spacing:-.7pt'> </span>the<span
style=3D'letter-spacing:-.7pt'> </span>proposed<span style=3D'letter-spacin=
g:-.7pt'>
</span>techniques.<span style=3D'letter-spacing:-.7pt'> </span>Methodologic=
ally,<span
style=3D'letter-spacing:-.7pt'> </span>some<span style=3D'letter-spacing:-.=
7pt'> </span>studies<span
style=3D'letter-spacing:-.7pt'> </span>apply NLP<span style=3D'letter-spaci=
ng:-.75pt'>
</span>and<span style=3D'letter-spacing:-.75pt'> </span>text-mining<span
style=3D'letter-spacing:-.75pt'> </span>techniques<span style=3D'letter-spa=
cing:
-.6pt'> </span>to<span style=3D'letter-spacing:-.6pt'> </span>find<span
style=3D'letter-spacing:-.6pt'> </span>new<span style=3D'letter-spacing:-.6=
pt'> </span>topics<span
style=3D'letter-spacing:-.6pt'> </span>from<span style=3D'letter-spacing:-.=
6pt'> </span>a<span
style=3D'letter-spacing:-.6pt'> </span>base<span style=3D'letter-spacing:-.=
6pt'> </span>text<span
style=3D'letter-spacing:-.6pt'> </span>(Devlin<span style=3D'letter-spacing=
:-.6pt'>
</span>et<span style=3D'letter-spacing:-.6pt'> </span>al.,<span style=3D'le=
tter-spacing:
-.6pt'> </span>2018).<span style=3D'letter-spacing:-.75pt'> </span>These
proposals<span style=3D'letter-spacing:-.55pt'> </span>are<span style=3D'le=
tter-spacing:
-.55pt'> </span>based<span style=3D'letter-spacing:-.55pt'> </span>on<span
style=3D'letter-spacing:-.55pt'> </span>a<span style=3D'letter-spacing:-.55=
pt'> </span>similar<span
style=3D'letter-spacing:-.55pt'> </span>process<span style=3D'letter-spacin=
g:-.55pt'>
</span>since<span style=3D'letter-spacing:-.55pt'> </span>characteristics<s=
pan
style=3D'letter-spacing:-.55pt'> </span>are<span style=3D'letter-spacing:-.=
55pt'> </span>extracted<span
style=3D'letter-spacing:-.55pt'> </span>from<span style=3D'letter-spacing:-=
.55pt'> </span>the<span
style=3D'letter-spacing:-.55pt'> </span>transcribed texts,<span style=3D'le=
tter-spacing:
-.75pt'> </span>or<span style=3D'letter-spacing:-.45pt'> </span>keywords<sp=
an
style=3D'letter-spacing:-.45pt'> </span>from<span style=3D'letter-spacing:-=
.45pt'> </span>the<span
style=3D'letter-spacing:-.45pt'> </span>entered<span style=3D'letter-spacin=
g:-.45pt'>
</span>text<span style=3D'letter-spacing:-.45pt'> </span>are<span
style=3D'letter-spacing:-.45pt'> </span>classified.<span style=3D'letter-sp=
acing:
-.75pt'> </span>At<span style=3D'letter-spacing:-.45pt'> </span>the<span
style=3D'letter-spacing:-.45pt'> </span>same<span style=3D'letter-spacing:-=
.45pt'> </span>time,<span
style=3D'letter-spacing:-.45pt'> </span>some<span style=3D'letter-spacing:-=
.45pt'> </span>studies<span
style=3D'letter-spacing:-.45pt'> </span>use<span style=3D'letter-spacing:-.=
45pt'> </span>NLP
and AI processes to improve teaching and learning processes.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.65pt'><span lang=3DEN-US><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:100%'><span lang=3DEN-US>Keyword extraction is essential=
 for
analyzing texts, allowing us to identify key points quickly. Shukla and Kak=
kar
(2016) propose a method to extract keywords from transcripts of MOOCs<span
style=3D'letter-spacing:-.7pt'> </span>(Massive<span style=3D'letter-spacin=
g:-.7pt'>
</span>Open<span style=3D'letter-spacing:-.7pt'> </span>Online<span
style=3D'letter-spacing:-.7pt'> </span>Courses).<span style=3D'letter-spaci=
ng:-.7pt'>
</span>Using<span style=3D'letter-spacing:-.7pt'> </span>grammatical<span
style=3D'letter-spacing:-.7pt'> </span>rules<span style=3D'letter-spacing:-=
.7pt'> </span>and<span
style=3D'letter-spacing:-.7pt'> </span>term<span style=3D'letter-spacing:-.=
7pt'> </span>frequency-inverse
document frequency or Term Frequency and Inverse Document Frequency (TF-IDF)
allows this method to highlight the most important concepts and facilitate =
the
search for information in educational materials.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt'><span lang=3DEN-US><o:p>&n=
bsp;</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:100%'><span lang=3DEN-US>In the study of Zhang et al. (2=
022),
an automatic keyword extraction algorithm using <span style=3D'letter-spaci=
ng:
-.1pt'>supervised machine learning was developed.</span><span style=3D'lett=
er-spacing:
-.35pt'> </span><span style=3D'letter-spacing:-.1pt'>Through experiments, t=
hey
significantly improved </span>the algorithm's performance by combining the
predictions of three different models. The preprocessing<span style=3D'lett=
er-spacing:
-.85pt'> </span>of<span style=3D'letter-spacing:-.75pt'> </span>the<span
style=3D'letter-spacing:-.75pt'> </span>data,<span style=3D'letter-spacing:=
-.7pt'> </span>performed<span
style=3D'letter-spacing:-.7pt'> </span>with<span style=3D'letter-spacing:-.=
65pt'> </span>NLP<span
style=3D'letter-spacing:-.85pt'> </span>tools,<span style=3D'letter-spacing=
:-.7pt'>
</span>was<span style=3D'letter-spacing:-.7pt'> </span>crucial<span
style=3D'letter-spacing:-.7pt'> </span>to<span style=3D'letter-spacing:-.7p=
t'> </span>the<span
style=3D'letter-spacing:-.7pt'> </span>success<span style=3D'letter-spacing=
:-.75pt'>
</span>of<span style=3D'letter-spacing:-.65pt'> </span>this<span
style=3D'letter-spacing:-.7pt'> </span><span style=3D'letter-spacing:-.1pt'=
>research.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.45pt'><span lang=3DEN-US><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:100%'><span lang=3DEN-US>NLP has revolutionized the way
students interact with information. By efficiently <span style=3D'letter-sp=
acing:
-.1pt'>analyzing</span><span style=3D'letter-spacing:-.65pt'> </span><span
style=3D'letter-spacing:-.1pt'>texts,</span><span style=3D'letter-spacing:-=
.65pt'> </span><span
style=3D'letter-spacing:-.1pt'>NLP</span><span style=3D'letter-spacing:-.65=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>facilitates</span><span style=3D'letter-spac=
ing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>learning</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>and</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>the</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>generation</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>of</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>new</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>knowledge</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>(Ferreira-Mello</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>et al.,</span><span
style=3D'letter-spacing:-.75pt'> </span><span style=3D'letter-spacing:-.1pt=
'>2019).</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>In</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>addition,</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>it</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=
'>a</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>powerful</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>tool</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>that</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>enhances</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>learning</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>by</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>helping</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>students</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>understand,
</span><span style=3D'letter-spacing:-.2pt'>improve language structures, and
effectively use search engines</span><span style=3D'letter-spacing:-.15pt'>=
 </span><span
style=3D'letter-spacing:-.2pt'>(Campos et al., 2020).</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>Therefore,</span></span></p>

</div>

<span lang=3DEN-US style=3D'font-size:11.0pt;line-height:100%;font-family:"=
Times New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:EN-US;mso-farea=
st-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=3DWordSection6>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DEN-US><o:p>=
&nbsp;</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:
100%'><span lang=3DEN-US>a properly designed proposal would allow students =
to use
these tools effectively. Students' <span style=3D'letter-spacing:-.1pt'>res=
ponses</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>can</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>be</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>analyzed</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>and</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>compared</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>with</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>the</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>search</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>content</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>by</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>entering</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>textual</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>information
</span>into the system and identifying their coincidences and discrepancies
(Burstein, 2009).</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.4pt'><span lang=3DEN-US><o:p>&n=
bsp;</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:100%'><span lang=3DEN-US>Vaswani et al. (2017) developed=
 a
Zero-shot classification technique that links known classes to unknown clas=
ses
through auxiliary information. This information encodes the distinctive<span
style=3D'letter-spacing:-.15pt'> </span>properties<span style=3D'letter-spa=
cing:
-.15pt'> </span>of<span style=3D'letter-spacing:-.15pt'> </span>the<span
style=3D'letter-spacing:-.15pt'> </span>objects,<span style=3D'letter-spaci=
ng:-.15pt'>
</span>allowing<span style=3D'letter-spacing:-.15pt'> </span>the<span
style=3D'letter-spacing:-.15pt'> </span>model<span style=3D'letter-spacing:=
-.15pt'>
</span>to<span style=3D'letter-spacing:-.15pt'> </span>identify<span
style=3D'letter-spacing:-.15pt'> </span>types<span style=3D'letter-spacing:=
-.15pt'>
</span>that<span style=3D'letter-spacing:-.15pt'> </span>were<span
style=3D'letter-spacing:-.15pt'> </span>not<span style=3D'letter-spacing:-.=
15pt'> </span>present
in the training set.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.45pt'><span lang=3DEN-US><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:100%'><span lang=3DEN-US>Unlike previous research that u=
ses
NLP<span style=3D'letter-spacing:-.1pt'> </span>tools such as TF-IDF to ide=
ntify
keywords in <span style=3D'letter-spacing:-.1pt'>organized</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>textual</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>data,</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>this</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>study</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>explores</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>the</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>possibility</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>of</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>extracting</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>keywords</span><span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>from</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>YouTube
</span>videos<span style=3D'letter-spacing:-.1pt'> </span>and<span
style=3D'letter-spacing:-.1pt'> </span>obtaining<span style=3D'letter-spaci=
ng:-.1pt'>
</span>their<span style=3D'letter-spacing:-.1pt'> </span>transcriptions<span
style=3D'letter-spacing:-.1pt'> </span>through<span style=3D'letter-spacing=
:-.1pt'>
</span>specialized<span style=3D'letter-spacing:-.7pt'> </span>APIs.<span
style=3D'letter-spacing:-.7pt'> </span>Additionally,<span style=3D'letter-s=
pacing:
-.1pt'> </span>new<span style=3D'letter-spacing:-.1pt'> </span>learning top=
ics
linked to these keywords are generated<span style=3D'letter-spacing:-.05pt'=
> </span>with
this information,<span style=3D'letter-spacing:-.05pt'> </span>providing li=
nks to
related topics. A web mashup is developed, where these new links are displa=
yed.
In contrast to the research above, which is limited to identifying keywords,
this study extracts keywords from video transcripts. It establishes meaning=
ful
connections between these words and external information sources, such as
Wikipedia articles. In this way, a complete and contextualized vision of the
topics addressed in the video is provided.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:13.6pt'><span lang=3DEN-US><o:p>=
&nbsp;</o:p></span></p>

<h1 style=3D'margin-left:181.95pt;text-align:justify'><span lang=3DEN-US>Ma=
terials<span
style=3D'letter-spacing:-.3pt'> </span>and<span style=3D'letter-spacing:-.3=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>Methods</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.2pt;margin-right:5.65pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:100%'><span lang=3DEN-US>The<span style=3D'letter-spacin=
g:-.55pt'>
</span>exponential<span style=3D'letter-spacing:-.55pt'> </span>growth<span
style=3D'letter-spacing:-.55pt'> </span>of<span style=3D'letter-spacing:-.5=
5pt'> </span>data<span
style=3D'letter-spacing:-.55pt'> </span>from<span style=3D'letter-spacing:-=
.55pt'> </span>various<span
style=3D'letter-spacing:-.55pt'> </span>sources,<span style=3D'letter-spaci=
ng:-.55pt'>
</span>such<span style=3D'letter-spacing:-.55pt'> </span>as<span
style=3D'letter-spacing:-.55pt'> </span>transactions,<span style=3D'letter-=
spacing:
-.55pt'> </span>sensors,<span style=3D'letter-spacing:-.55pt'> </span>and
multimedia<span style=3D'letter-spacing:-.15pt'> </span>content,<span
style=3D'letter-spacing:-.15pt'> </span>represents<span style=3D'letter-spa=
cing:
-.15pt'> </span>an<span style=3D'letter-spacing:-.15pt'> </span>unprecedent=
ed<span
style=3D'letter-spacing:-.15pt'> </span>challenge.<span style=3D'letter-spa=
cing:
-.35pt'> </span>To<span style=3D'letter-spacing:-.15pt'> </span>deal<span
style=3D'letter-spacing:-.15pt'> </span>with<span style=3D'letter-spacing:-=
.15pt'> </span>this<span
style=3D'letter-spacing:-.15pt'> </span>massive<span style=3D'letter-spacin=
g:-.15pt'>
</span>volume of<span style=3D'letter-spacing:-.15pt'> </span>information,<=
span
style=3D'letter-spacing:-.15pt'> </span>it<span style=3D'letter-spacing:-.1=
5pt'> </span>is<span
style=3D'letter-spacing:-.15pt'> </span>necessary<span style=3D'letter-spac=
ing:
-.15pt'> </span>to<span style=3D'letter-spacing:-.15pt'> </span>develop<span
style=3D'letter-spacing:-.15pt'> </span>systems<span style=3D'letter-spacin=
g:-.15pt'>
</span>capable<span style=3D'letter-spacing:-.15pt'> </span>of<span
style=3D'letter-spacing:-.15pt'> </span>automatically<span style=3D'letter-=
spacing:
-.2pt'> </span>generating<span style=3D'letter-spacing:-.15pt'> </span>repo=
rts,
views, or summaries, thus facilitating data-based decision-making.</span></=
p>

<p class=3DMsoBodyText style=3D'margin-top:.45pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.05pt;margin-right:5.75pt;margin=
-bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:100%'><span lang=3DEN-US>The<span style=3D'letter-spacin=
g:-.2pt'>
</span>Software<span style=3D'letter-spacing:-.2pt'> </span>and<span
style=3D'letter-spacing:-.2pt'> </span>Systems<span style=3D'letter-spacing=
:-.2pt'>
</span>Process<span style=3D'letter-spacing:-.2pt'> </span>Engineering<span
style=3D'letter-spacing:-.2pt'> </span>Meta-Model<span style=3D'letter-spac=
ing:
-.2pt'> </span>2.0<span style=3D'letter-spacing:-.2pt'> </span>(SPEM<span
style=3D'letter-spacing:-.2pt'> </span>2.0)<span style=3D'letter-spacing:-.=
2pt'> </span>has<span
style=3D'letter-spacing:-.2pt'> </span>been used to structure and represent=
 the
methodology of this research. As seen in Figure 1, each phase<span
style=3D'letter-spacing:-.75pt'> </span>is<span style=3D'letter-spacing:-.7=
5pt'> </span>detailed<span
style=3D'letter-spacing:-.75pt'> </span>here<span style=3D'letter-spacing:-=
.75pt'> </span>in<span
style=3D'letter-spacing:-.75pt'> </span>a<span style=3D'letter-spacing:-.75=
pt'> </span>sequential<span
style=3D'letter-spacing:-.75pt'> </span>order.<span style=3D'letter-spacing=
:-.75pt'>
</span>Each<span style=3D'letter-spacing:-.75pt'> </span>stage<span
style=3D'letter-spacing:-.75pt'> </span>is<span style=3D'letter-spacing:-.7=
5pt'> </span>characterized<span
style=3D'letter-spacing:-.75pt'> </span>by<span style=3D'letter-spacing:-.7=
5pt'> </span>its<span
style=3D'letter-spacing:-.75pt'> </span>specific<span style=3D'letter-spaci=
ng:-.75pt'>
</span>inputs<span style=3D'letter-spacing:-.75pt'> </span>and <span
style=3D'letter-spacing:-.1pt'>outputs.</span><span style=3D'letter-spacing=
:-.65pt'>
</span><span style=3D'letter-spacing:-.1pt'>Likewise,</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>the</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>roles</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>of</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>those</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>involved</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>in</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>each</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>phase</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>are</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>identified.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>The</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>methodology</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>was </span>divided
into five main tasks: <span class=3DSpellE>i</span>)<span style=3D'letter-s=
pacing:
-.05pt'> </span>Transcripts extraction; ii)<span style=3D'letter-spacing:-.=
05pt'>
</span>Text mining techniques application;</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.3pt;margin-right:5.45pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
100%'><span lang=3DEN-US>iii)<span style=3D'letter-spacing:-.75pt'> </span>=
Wikipedia<span
style=3D'letter-spacing:-.75pt'> </span>article<span style=3D'letter-spacin=
g:-.75pt'>
</span>extraction;<span style=3D'letter-spacing:-.75pt'> </span>iv)<span
style=3D'letter-spacing:-.75pt'> </span>Topics<span style=3D'letter-spacing=
:-.75pt'>
</span>of<span style=3D'letter-spacing:-.75pt'> </span>interest<span
style=3D'letter-spacing:-.75pt'> </span>classification;<span style=3D'lette=
r-spacing:
-.7pt'> </span>and<span style=3D'letter-spacing:-.75pt'> </span>v)<span
style=3D'letter-spacing:-.7pt'> </span>Mashup<span style=3D'letter-spacing:=
-.7pt'> </span>generation.
Finally, the Technology Acceptance Model (TAM) was used to evaluate the
acceptance of<span style=3D'letter-spacing:4.0pt'> </span>the results obtai=
ned
using the new methodology. This model, widely used in information technolog=
ies,<span
style=3D'letter-spacing:-.2pt'> </span>allows<span style=3D'letter-spacing:=
-.2pt'> </span>us<span
style=3D'letter-spacing:-.2pt'> </span>to<span style=3D'letter-spacing:-.2p=
t'> </span>analyze<span
style=3D'letter-spacing:-.2pt'> </span>the<span style=3D'letter-spacing:-.2=
pt'> </span>factors<span
style=3D'letter-spacing:-.2pt'> </span>that<span style=3D'letter-spacing:-.=
2pt'> </span>influence<span
style=3D'letter-spacing:-.2pt'> </span>users'<span style=3D'letter-spacing:=
-.15pt'>
</span>decisions<span style=3D'letter-spacing:-.2pt'> </span>to<span
style=3D'letter-spacing:-.2pt'> </span>adopt<span style=3D'letter-spacing:-=
.2pt'> </span>and<span
style=3D'letter-spacing:-.2pt'> </span>use<span style=3D'letter-spacing:-.1=
5pt'> </span>a
new technology.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<h1 style=3D'margin-right:6.3pt'><span lang=3DEN-US>Figure<span style=3D'le=
tter-spacing:
-.25pt'> </span><span style=3D'letter-spacing:-.5pt'>1</span></span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:6=
.35pt;
margin-bottom:0cm;margin-left:16.3pt;margin-bottom:.0001pt;text-align:cente=
r'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
12.0pt;
mso-bidi-font-size:11.0pt'>Phases<span style=3D'letter-spacing:-.35pt'> </s=
pan>of<span
style=3D'letter-spacing:-.25pt'> </span>the<span style=3D'letter-spacing:-.=
25pt'> </span>Research<span
style=3D'letter-spacing:-.25pt'> </span>Methodology<span style=3D'letter-sp=
acing:
-.25pt'> </span>represented<span style=3D'letter-spacing:-.25pt'> </span>wi=
th<span
style=3D'letter-spacing:-.25pt'> </span>SPEM<span style=3D'letter-spacing:-=
.25pt'>
2.0</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_s1028" type=3D"#_x0000_t75" style=
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  margin-left:107.1pt;margin-top:5.5pt;width:381.65pt;height:162.85pt;
  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-bottom:0;mso-position-horizontal:absolute;
  mso-position-horizontal-relative:page;mso-position-vertical:absolute;
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 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D143 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D509 height=3D217 src=3D"1206-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=3DEN-US style=3D'font-si=
ze:3.5pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

</div>

<span lang=3DEN-US style=3D'font-size:3.5pt;mso-bidi-font-size:11.0pt;font-=
family:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
EN-US;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:4.45pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DEN-US><o:p>&nbsp;</o:p></span></i></p>

<h1 style=3D'margin-left:16.0pt;text-align:justify'><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>Transcript</span><span lang=3DEN-US
style=3D'letter-spacing:.1pt'> </span><span lang=3DEN-US style=3D'letter-sp=
acing:
-.1pt'>Extraction</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.2pt;margin-right:5.8pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:100%'><span lang=3DEN-US>The elements necessary to extra=
ct
relevant information from the selected videos were identified.<span
style=3D'letter-spacing:-.75pt'> </span>The<span style=3D'letter-spacing:-.=
75pt'> </span>duration<span
style=3D'letter-spacing:-.65pt'> </span>of<span style=3D'letter-spacing:-.6=
5pt'> </span>the<span
style=3D'letter-spacing:-.65pt'> </span>videos,<span style=3D'letter-spacin=
g:-.65pt'>
</span>according<span style=3D'letter-spacing:-.65pt'> </span>to<span
style=3D'letter-spacing:-.65pt'> </span>the<span style=3D'letter-spacing:-.=
65pt'> </span>study<span
style=3D'letter-spacing:-.65pt'> </span>by<span style=3D'letter-spacing:-.6=
5pt'> </span><span
class=3DSpellE>Manasrah</span><span style=3D'letter-spacing:-.65pt'> </span=
>et<span
style=3D'letter-spacing:-.65pt'> </span>al.<span style=3D'letter-spacing:-.=
65pt'> </span>(2021),Click<span
style=3D'letter-spacing:-.65pt'> </span>or tap<span style=3D'letter-spacing=
:-.6pt'>
</span>here<span style=3D'letter-spacing:-.6pt'> </span>to<span style=3D'le=
tter-spacing:
-.6pt'> </span>enter<span style=3D'letter-spacing:-.6pt'> </span>text.<span
style=3D'letter-spacing:-.6pt'> </span>was<span style=3D'letter-spacing:-.6=
pt'> </span>established<span
style=3D'letter-spacing:-.6pt'> </span>between<span style=3D'letter-spacing=
:-.6pt'>
</span>two<span style=3D'letter-spacing:-.6pt'> </span>to<span style=3D'let=
ter-spacing:
-.6pt'> </span>ten<span style=3D'letter-spacing:-.6pt'> </span>minutes.<span
style=3D'letter-spacing:-.75pt'> </span>The<span style=3D'letter-spacing:-.=
6pt'> </span>source<span
style=3D'letter-spacing:-.6pt'> </span>for<span style=3D'letter-spacing:-.6=
pt'> </span>extracting<span
style=3D'letter-spacing:-.6pt'> </span>the videos<span style=3D'letter-spac=
ing:
-.75pt'> </span>is<span style=3D'letter-spacing:-.75pt'> </span>the<span
style=3D'letter-spacing:-.75pt'> </span>YouTube<span style=3D'letter-spacin=
g:-.75pt'>
</span>platform,<span style=3D'letter-spacing:-.75pt'> </span>one<span
style=3D'letter-spacing:-.75pt'> </span>of<span style=3D'letter-spacing:-.7=
5pt'> </span>the<span
style=3D'letter-spacing:-.75pt'> </span>most<span style=3D'letter-spacing:-=
.75pt'> </span>popular<span
style=3D'letter-spacing:-.75pt'> </span>and<span style=3D'letter-spacing:-.=
75pt'> </span>mature<span
style=3D'letter-spacing:-.75pt'> </span>video<span style=3D'letter-spacing:=
-.75pt'>
</span>hosting<span style=3D'letter-spacing:-.75pt'> </span>platforms.<span
style=3D'letter-spacing:-.75pt'> </span>In <span style=3D'letter-spacing:-.=
2pt'>addition,</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.2pt'=
>this
platform allows integration with several programming languages through</spa=
n><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.2pt=
'>APIs
with </span>different<span style=3D'letter-spacing:-.75pt'> </span>function=
alities.<span
style=3D'letter-spacing:-.75pt'> </span>Furthermore,<span style=3D'letter-s=
pacing:
-.75pt'> </span>the<span style=3D'letter-spacing:-.75pt'> </span>recovered<=
span
style=3D'letter-spacing:-.75pt'> </span>videos<span style=3D'letter-spacing=
:-.75pt'>
</span>are<span style=3D'letter-spacing:-.75pt'> </span>limited<span
style=3D'letter-spacing:-.75pt'> </span>to<span style=3D'letter-spacing:-.7=
5pt'> </span>this<span
style=3D'letter-spacing:-.75pt'> </span>language<span style=3D'letter-spaci=
ng:-.75pt'>
</span>because the<span style=3D'letter-spacing:-.75pt'> </span>AI<span
style=3D'letter-spacing:-.55pt'> </span>model<span style=3D'letter-spacing:=
-.35pt'>
</span>has<span style=3D'letter-spacing:-.35pt'> </span>been<span
style=3D'letter-spacing:-.35pt'> </span>trained<span style=3D'letter-spacin=
g:-.35pt'>
</span>primarily<span style=3D'letter-spacing:-.35pt'> </span>with<span
style=3D'letter-spacing:-.35pt'> </span>English<span style=3D'letter-spacin=
g:-.35pt'>
</span>content.<span style=3D'letter-spacing:-.55pt'> </span>Thus,<span
style=3D'letter-spacing:-.35pt'> </span>the<span style=3D'letter-spacing:-.=
35pt'> </span>identified<span
style=3D'letter-spacing:-.35pt'> </span>components include the<span
style=3D'letter-spacing:-.2pt'> </span>YouTube video link and the<span
style=3D'letter-spacing:-.45pt'> </span>APIs that allow access to its conte=
nt and
metadata.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.75pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:6.0pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:100%'><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>=
Initially,</span><span
lang=3DEN-US style=3D'letter-spacing:-.45pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>the</span><span lang=3DEN-US style=3D'letter=
-spacing:
-.45pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>audio</sp=
an><span
lang=3DEN-US style=3D'letter-spacing:-.45pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>conversion</span><span lang=3DEN-US
style=3D'letter-spacing:-.45pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>of</span><span lang=3DEN-US style=3D'letter-spacing:-.45pt'> </span>=
<span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>the</span><span lang=3DEN-US
style=3D'letter-spacing:-.45pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>videos</span><span lang=3DEN-US style=3D'letter-spacing:-.45pt'> </s=
pan><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>to</span><span lang=3DEN-US
style=3D'letter-spacing:-.45pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>text</span><span lang=3DEN-US style=3D'letter-spacing:-.45pt'> </spa=
n><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>was</span><span lang=3DEN-US
style=3D'letter-spacing:-.45pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>performed.</span><span lang=3DEN-US style=3D'letter-spacing:-.45pt'>=
 </span><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>For</span><span lang=3DEN-US
style=3D'letter-spacing:-.45pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>this,</span><span lang=3DEN-US style=3D'letter-spacing:-.45pt'> </sp=
an><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>a</span><span lang=3DEN-US
style=3D'letter-spacing:-.45pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>specialized </span><span lang=3DEN-US>API, such as that of<span
style=3D'letter-spacing:-.3pt'> </span>YouTube, was used to obtain an accur=
ate
transcription of the audiovisual content. Subsequently, this transcript was
formatted to facilitate analysis and processing.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.4pt'><span lang=3DEN-US><o:p>&n=
bsp;</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:100%'><span lang=3DEN-US>The<span style=3D'letter-spacin=
g:-.45pt'>
</span>video<span style=3D'letter-spacing:-.3pt'> </span>platform<span
style=3D'letter-spacing:-.75pt'> </span>API<span style=3D'letter-spacing:-.=
3pt'> </span>obtains<span
style=3D'letter-spacing:-.3pt'> </span>all<span style=3D'letter-spacing:-.3=
pt'> </span>the<span
style=3D'letter-spacing:-.3pt'> </span>information<span style=3D'letter-spa=
cing:
-.3pt'> </span>necessary<span style=3D'letter-spacing:-.3pt'> </span>for<sp=
an
style=3D'letter-spacing:-.3pt'> </span>the<span style=3D'letter-spacing:-.3=
pt'> </span>subsequent<span
style=3D'letter-spacing:-.3pt'> </span>stages of the process. This procedur=
e was
implemented using the Python programming language in version<span
style=3D'letter-spacing:-.1pt'> </span>3.10.11<span style=3D'letter-spacing=
:-.1pt'>
</span>and<span style=3D'letter-spacing:-.1pt'> </span>requires<span
style=3D'letter-spacing:-.1pt'> </span>the<span style=3D'letter-spacing:-.1=
pt'> </span>installation<span
style=3D'letter-spacing:-.1pt'> </span>of<span style=3D'letter-spacing:-.1p=
t'> </span>the<span
style=3D'letter-spacing:-.1pt'> </span>&quot;<span class=3DSpellE>youtube</=
span>-transcript-API&quot;<span
style=3D'letter-spacing:-.1pt'> </span>library<span style=3D'letter-spacing=
:-.1pt'>
</span>in<span style=3D'letter-spacing:-.1pt'> </span>version 0.6.2;<span
style=3D'letter-spacing:-.75pt'> </span>this<span style=3D'letter-spacing:-=
.75pt'> </span>library<span
style=3D'letter-spacing:-.75pt'> </span>recommends<span style=3D'letter-spa=
cing:
-.75pt'> </span>a<span style=3D'letter-spacing:-.75pt'> </span>version<span
style=3D'letter-spacing:-.75pt'> </span>of<span style=3D'letter-spacing:-.7=
5pt'> </span>Python<span
style=3D'letter-spacing:-.75pt'> </span>more<span style=3D'letter-spacing:-=
.75pt'> </span>significant<span
style=3D'letter-spacing:-.75pt'> </span>than<span style=3D'letter-spacing:-=
.75pt'> </span>or<span
style=3D'letter-spacing:-.75pt'> </span>equal<span style=3D'letter-spacing:=
-.75pt'>
</span>to<span style=3D'letter-spacing:-.75pt'> </span>version<span
style=3D'letter-spacing:-.75pt'> </span>3.8.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.45pt'><span lang=3DEN-US><o:p>&=
nbsp;</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:100%'><span lang=3DEN-US>The transcription process is
illustrated with an example of how to get the transcript of the selected vi=
deo
using the &quot;<span class=3DSpellE>youtube</span>-transcript-<span
class=3DSpellE>api</span>&quot; module:</span></p>

<p class=3DMsoBodyText style=3D'margin-top:6.0pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-left:52.0pt'><span lang=3DEN-US
style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;font-family:"Courier New=
";
mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:"Times New Rom=
an"'>$pip<span
style=3D'letter-spacing:-.3pt'> </span>install<span style=3D'letter-spacing=
:-.25pt'>
</span><span class=3DSpellE><span style=3D'letter-spacing:-.1pt'>youtube_tr=
anscript_api</span></span><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:5.8pt;margin-right:0cm;margin-bott=
om:0cm;
margin-left:52.0pt;margin-bottom:.0001pt;line-height:156%'><span lang=3DEN-=
US
style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height:156%;font-fa=
mily:
"Courier New";mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:
"Times New Roman"'>from<span style=3D'letter-spacing:-.6pt'> </span><span
class=3DSpellE>youtube_transcript_api</span><span style=3D'letter-spacing:-=
.6pt'> </span>import<span
style=3D'letter-spacing:-.6pt'> </span><span class=3DSpellE>YouTubeTranscri=
ptApi</span>
<span class=3DSpellE><span style=3D'letter-spacing:-.1pt'>YoutubeTranscript=
Api.get_trasncript</span></span><span
style=3D'letter-spacing:-.1pt'>(<span class=3DSpellE>video_id</span>)</span=
><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:9.1pt;margin-right:0cm;margin-bo=
ttom:
0cm;margin-left:52.0pt;margin-bottom:.0001pt'><span lang=3DEN-US>As<span
style=3D'letter-spacing:-.35pt'> </span>an<span style=3D'letter-spacing:-.2=
pt'> </span>example,<span
style=3D'letter-spacing:-.2pt'> </span>two<span style=3D'letter-spacing:-.6=
5pt'> </span>YouTube<span
style=3D'letter-spacing:-.15pt'> </span>videos<span style=3D'letter-spacing=
:-.25pt'>
</span>are<span style=3D'letter-spacing:-.2pt'> </span>selected<span
style=3D'letter-spacing:-.15pt'> </span>to<span style=3D'letter-spacing:-.2=
pt'> </span>evaluate<span
style=3D'letter-spacing:-.2pt'> </span>the<span style=3D'letter-spacing:-.1=
5pt'> </span><span
style=3D'letter-spacing:-.1pt'>process:</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<p class=3DMsoListParagraph style=3D'mso-list:l1 level1 lfo2;tab-stops:69.9=
5pt'><![if !supportLists]><span
lang=3DEN-US style=3D'font-size:12.0pt'><span style=3D'mso-list:Ignore'>&#8=
226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>&quot;What<span style=3D'letter-spacing:-.4pt'> =
</span>is<span
style=3D'letter-spacing:-.3pt'> </span>Programming?&quot;<span style=3D'let=
ter-spacing:
-.3pt'> </span>from<span style=3D'letter-spacing:-.3pt'> </span>the<span
style=3D'letter-spacing:-.3pt'> </span>Khan<span style=3D'letter-spacing:-.=
9pt'> </span>Academy<span
style=3D'letter-spacing:-.35pt'> </span>channel,<span style=3D'letter-spaci=
ng:-.3pt'>
</span>with<span style=3D'letter-spacing:-.3pt'> </span>3.4<span
style=3D'letter-spacing:-.3pt'> </span>million<span style=3D'letter-spacing=
:-.3pt'>
</span><span style=3D'letter-spacing:-.1pt'>views,</span><o:p></o:p></span>=
</p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:0cm;margin-bot=
tom:
0cm;margin-left:70.0pt;margin-bottom:.0001pt'><span lang=3DEN-US>available =
at:<span
style=3D'letter-spacing:-.05pt'> </span><a
href=3D"https://www.youtube.com/watch?v=3DFCMxA3m_Imc"><span style=3D'color=
:windowtext;
letter-spacing:-.1pt;text-decoration:none;text-underline:none'>https://www.=
youtube.com/watch?v=3DFCMxA3m_Imc</span></a></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.6pt;margin-right:5.85pt;
margin-bottom:0cm;margin-left:70.0pt;margin-bottom:.0001pt;text-indent:-18.=
0pt;
line-height:103%;mso-list:l1 level1 lfo2;tab-stops:70.0pt'><![if !supportLi=
sts]><span
lang=3DEN-US style=3D'font-size:12.0pt;line-height:103%'><span style=3D'mso=
-list:
Ignore'>&#8226;<span style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nb=
sp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%'>&quot;Factorizing<span
style=3D'letter-spacing:-.05pt'> </span>Algebraic Expressions&quot; from th=
e <span
class=3DSpellE>Maths</span> Explained channel, with 1.4 million views, avai=
lable
at: </span><span lang=3DEN-US><a
href=3D"https://www.youtube.com/watch?v=3DctqviXu-mTE"><span style=3D'font-=
size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;color:windowtext;text-decoration:
none;text-underline:none'>https://www.youtube.com/watch?v=3DctqviXu-mTE</sp=
an></a></span><span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%'><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.7pt'><span lang=3DEN-US><o:p>&n=
bsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.95pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DEN-US>Once<span style=3D'letter-spaci=
ng:-.35pt'>
</span>the<span style=3D'letter-spacing:-.35pt'> </span>video<span
style=3D'letter-spacing:-.35pt'> </span>transcriptions<span style=3D'letter=
-spacing:
-.4pt'> </span>were<span style=3D'letter-spacing:-.35pt'> </span>obtained,<=
span
style=3D'letter-spacing:-.4pt'> </span>they<span style=3D'letter-spacing:-.=
4pt'> </span>were<span
style=3D'letter-spacing:-.35pt'> </span>stored<span style=3D'letter-spacing=
:-.35pt'>
</span>in<span style=3D'letter-spacing:-.35pt'> </span>text<span
style=3D'letter-spacing:-.4pt'> </span>variables<span style=3D'letter-spaci=
ng:-.4pt'>
</span>for<span style=3D'letter-spacing:-.35pt'> </span>later analysis. From
these transcripts, themes related to the content of each video are extracte=
d.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.7pt'><span lang=3DEN-US><o:p>&n=
bsp;</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=3DEN-US>The<span style=3D'letter-spacin=
g:-.45pt'>
</span>video<span style=3D'letter-spacing:-.45pt'> </span>transcripts<span
style=3D'letter-spacing:-.45pt'> </span>serve<span style=3D'letter-spacing:=
-.45pt'>
</span>as<span style=3D'letter-spacing:-.45pt'> </span>a<span style=3D'lett=
er-spacing:
-.45pt'> </span>starting<span style=3D'letter-spacing:-.45pt'> </span>point=
<span
style=3D'letter-spacing:-.45pt'> </span>for<span style=3D'letter-spacing:-.=
45pt'> </span>this<span
style=3D'letter-spacing:-.45pt'> </span>analysis.<span style=3D'letter-spac=
ing:
-.65pt'> </span>Through<span style=3D'letter-spacing:-.45pt'> </span>them<s=
pan
style=3D'letter-spacing:-.45pt'> </span>and<span style=3D'letter-spacing:-.=
45pt'> </span>using
NLP<span style=3D'letter-spacing:-.75pt'> </span>techniques,<span
style=3D'letter-spacing:-.75pt'> </span>it<span style=3D'letter-spacing:-.7=
5pt'> </span>is<span
style=3D'letter-spacing:-.7pt'> </span>possible<span style=3D'letter-spacin=
g:-.65pt'>
</span>to<span style=3D'letter-spacing:-.65pt'> </span>identify<span
style=3D'letter-spacing:-.65pt'> </span>the<span style=3D'letter-spacing:-.=
65pt'> </span>relevant<span
style=3D'letter-spacing:-.65pt'> </span>terms<span style=3D'letter-spacing:=
-.65pt'>
</span>or<span style=3D'letter-spacing:-.65pt'> </span>words<span
style=3D'letter-spacing:-.65pt'> </span>and<span style=3D'letter-spacing:-.=
65pt'> </span>obtain<span
style=3D'letter-spacing:-.65pt'> </span>a<span style=3D'letter-spacing:-.65=
pt'> </span>more<span
style=3D'letter-spacing:-.65pt'> </span>detailed understanding of the knowl=
edge
of each video.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.75pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<h1 style=3D'margin-left:16.0pt;text-align:justify'><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>Text</span><span lang=3DEN-US style=3D'lette=
r-spacing:
-.35pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>Mining</s=
pan><span
lang=3DEN-US style=3D'letter-spacing:-.35pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>Technique</span><span lang=3DEN-US style=3D'=
letter-spacing:
-.7pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>Applicatio=
n</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.95pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DEN-US>In<span style=3D'letter-spacing=
:-.6pt'>
</span>this<span style=3D'letter-spacing:-.6pt'> </span>task,<span
style=3D'letter-spacing:-.6pt'> </span>several<span style=3D'letter-spacing=
:-.6pt'>
</span>text<span style=3D'letter-spacing:-.6pt'> </span>mining<span
style=3D'letter-spacing:-.6pt'> </span>techniques<span style=3D'letter-spac=
ing:
-.6pt'> </span>were<span style=3D'letter-spacing:-.6pt'> </span>applied<span
style=3D'letter-spacing:-.6pt'> </span>to<span style=3D'letter-spacing:-.6p=
t'> </span>extract<span
style=3D'letter-spacing:-.6pt'> </span>the<span style=3D'letter-spacing:-.6=
pt'> </span>most<span
style=3D'letter-spacing:-.6pt'> </span>information from the transcribed vid=
eos.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.7pt'><span lang=3DEN-US><o:p>&n=
bsp;</o:p></span></p>

<h2 align=3Dleft style=3D'text-align:left'><span lang=3DEN-US>Pre-<span
style=3D'letter-spacing:-.1pt'>processing</span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:0cm;margin-bot=
tom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-indent:36.0pt;line-height:
103%'><span lang=3DEN-US>Before applying the computational model, it is nec=
essary
to prepare the text data to<span style=3D'letter-spacing:4.0pt;mso-font-wid=
th:
150%'> </span>maximize its effectiveness. This preprocessing process involv=
es
several tasks:</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.7pt'><span lang=3DEN-US><o:p>&n=
bsp;</o:p></span></p>

<p class=3DMsoListParagraph style=3D'mso-list:l1 level1 lfo2;tab-stops:69.9=
5pt'><![if !supportLists]><span
lang=3DEN-US style=3D'font-size:12.0pt'><span style=3D'mso-list:Ignore'>&#8=
226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>Elimination<span style=3D'letter-spacing:-.05pt'=
> </span>of<span
style=3D'letter-spacing:-.05pt'> </span>irrelevant<span style=3D'letter-spa=
cing:
-.1pt'> </span>words<span style=3D'letter-spacing:-.05pt'> </span><span
style=3D'letter-spacing:-.1pt'>(<span class=3DSpellE>stopwords</span>):</sp=
an><o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.6pt;mso-list:l1 level1 lfo=
2;
tab-stops:69.95pt'><![if !supportLists]><span lang=3DEN-US style=3D'font-si=
ze: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=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>In<span style=3D'letter-spacing:1.85pt'> </span>=
this<span
style=3D'letter-spacing:2.0pt'> </span>technique,<span style=3D'letter-spac=
ing:
2.0pt'> </span>common<span style=3D'letter-spacing:1.95pt'> </span>words<sp=
an
style=3D'letter-spacing:2.0pt'> </span>such<span style=3D'letter-spacing:2.=
0pt'> </span>as<span
style=3D'letter-spacing:1.95pt'> </span>&quot;the,&quot;<span style=3D'lett=
er-spacing:
2.0pt'> </span>&quot;that,&quot;<span style=3D'letter-spacing:2.0pt'> </spa=
n>and<span
style=3D'letter-spacing:1.95pt'> </span>&quot;a,&quot;<span style=3D'letter=
-spacing:
2.0pt'> </span>which<span style=3D'letter-spacing:2.0pt'> </span>do<span
style=3D'letter-spacing:2.0pt'> </span><span style=3D'letter-spacing:-.25pt=
'>not</span><o:p></o:p></span></p>

</div>

<span lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;font=
-family:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
EN-US;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=3DWordSection8>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DEN-US><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:70.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span lang=3DEN-US>contribute significantly to the analysis, were rem=
oved.<span
style=3D'letter-spacing:-.55pt'> </span>A<span style=3D'letter-spacing:-.55=
pt'> </span>search
engine configured to ignore these words was employed (Shukla &amp; Kakkar,
2016).</span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.1pt;text-align:justify;mso=
-list:
l1 level1 lfo2;tab-stops:69.95pt'><![if !supportLists]><span lang=3DEN-US
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=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>Tokenization:</span><span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt'><o:p></o:=
p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.6pt;margin-right:5.75pt;
margin-bottom:0cm;margin-left:70.0pt;margin-bottom:.0001pt;text-align:justi=
fy;
text-indent:-18.0pt;line-height:103%;mso-list:l1 level1 lfo2;tab-stops:70.0=
pt'><![if !supportLists]><span
lang=3DEN-US style=3D'font-size:12.0pt;line-height:103%'><span style=3D'mso=
-list:
Ignore'>&#8226;<span style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nb=
sp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%'>For<span style=3D'letter-spacin=
g:
-.4pt'> </span>this<span style=3D'letter-spacing:-.4pt'> </span>process,<sp=
an
style=3D'letter-spacing:-.35pt'> </span>a<span style=3D'letter-spacing:-.4p=
t'> </span>list<span
style=3D'letter-spacing:-.4pt'> </span>of<span style=3D'letter-spacing:-.4p=
t'> </span>tokens<span
style=3D'letter-spacing:-.4pt'> </span>is<span style=3D'letter-spacing:-.4p=
t'> </span>created<span
style=3D'letter-spacing:-.4pt'> </span>that<span style=3D'letter-spacing:-.=
4pt'> </span>excludes<span
style=3D'letter-spacing:-.4pt'> </span>prevalent<span style=3D'letter-spaci=
ng:-.4pt'>
</span>and<span style=3D'letter-spacing:-.4pt'> </span>linguistically
uninformative words, such as conjunctions (and, or, nor), prepositions (a, =
in,
for), and common verbs (Campos et al., 2020).<o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.15pt;text-align:justify;
mso-list:l1 level1 lfo2;tab-stops:69.95pt'><![if !supportLists]><span
lang=3DEN-US style=3D'font-size:12.0pt'><span style=3D'mso-list:Ignore'>&#8=
226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>Keyword extraction with<span style=3D'letter-spa=
cing:
-.5pt'> </span><span style=3D'letter-spacing:-.1pt'>YAKE!</span><o:p></o:p>=
</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:6.0pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>=
YAKE!</span><span
lang=3DEN-US style=3D'letter-spacing:-.75pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>It</span><span lang=3DEN-US style=3D'letter-=
spacing:
-.65pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>is</span>=
<span
lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>an</span><span lang=3DEN-US style=3D'letter-=
spacing:
-.65pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>automatic=
</span><span
lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>method</span><span lang=3DEN-US style=3D'let=
ter-spacing:
-.65pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>to</span>=
<span
lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>identify</span><span lang=3DEN-US style=3D'l=
etter-spacing:
-.65pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>the</span=
><span
lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>most</span><span lang=3DEN-US style=3D'lette=
r-spacing:
-.65pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>critical<=
/span><span
lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>keywords</span><span lang=3DEN-US style=3D'l=
etter-spacing:
-.65pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>in</span>=
<span
lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>a</span><span lang=3DEN-US style=3D'letter-s=
pacing:
-.65pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>text</spa=
n><span
lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>based</span><span lang=3DEN-US style=3D'lett=
er-spacing:
-.65pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>on their<=
/span><span
lang=3DEN-US style=3D'letter-spacing:-.75pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>statistical</span><span lang=3DEN-US
style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>characteristics.</span><span lang=3DEN-US style=3D'letter-spacing:-.=
65pt'> </span><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>It</span><span lang=3DEN-US
style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>does</span><span lang=3DEN-US style=3D'letter-spacing:-.65pt'> </spa=
n><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>not</span><span lang=3DEN-US
style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>require</span><span lang=3DEN-US style=3D'letter-spacing:-.65pt'> </=
span><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>prior</span><span lang=3DEN-US
style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>training</span><span lang=3DEN-US style=3D'letter-spacing:-.65pt'> <=
/span><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>or</span><span lang=3DEN-US
style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>depend</span><span lang=3DEN-US style=3D'letter-spacing:-.65pt'> </s=
pan><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>on</span><span lang=3DEN-US
style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>external</span><span lang=3DEN-US style=3D'letter-spacing:-.65pt'> <=
/span><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>dictionaries </span><span lang=
=3DEN-US>or
corpora. In addition, it includes a measure of relevance in the keywords, w=
hich
allows for the inclusion of a threshold for selecting them (Campos et al.,
2020).</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.8pt'><span lang=3DEN-US><o:p>&n=
bsp;</o:p></span></p>

<h2><span lang=3DEN-US>Keyword <span style=3D'letter-spacing:-.1pt'>extract=
ion</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=3DEN-US>In<span style=3D'letter-spacing=
:-.05pt'>
</span>this<span style=3D'letter-spacing:-.05pt'> </span>stage,<span
style=3D'letter-spacing:-.05pt'> </span>the<span style=3D'letter-spacing:-.=
05pt'> </span>transcription<span
style=3D'letter-spacing:-.05pt'> </span>obtained<span style=3D'letter-spaci=
ng:-.05pt'>
</span>from<span style=3D'letter-spacing:-.05pt'> </span>the<span
style=3D'letter-spacing:-.05pt'> </span>selected<span style=3D'letter-spaci=
ng:-.5pt'>
</span>YouTube<span style=3D'letter-spacing:-.05pt'> </span>video<span
style=3D'letter-spacing:-.05pt'> </span>from<span style=3D'letter-spacing:-=
.05pt'> </span>various
sources is used to analyze its content and apply data pre-processing
techniques. Next, the keyword extraction technique automatically identifies=
 the
most relevant and essential words and phrases within the text. In this way,=
 the
dimensionality of the data is reduced through<span style=3D'letter-spacing:=
4.0pt'>
</span>pre-processing techniques and keyword extraction, facilitating the
classification process and subsequent evaluation with the Artificial
Intelligence model.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DEN-US><o:p>&n=
bsp;</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=3DEN-US style=3D'letter-spacing:-.1pt'>=
For</span><span
lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>this,</span><span lang=3DEN-US style=3D'lett=
er-spacing:
-.4pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>the</span>=
<span
lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>YAKE!</span><span lang=3DEN-US style=3D'lett=
er-spacing:
-.4pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>Library</s=
pan><span
lang=3DEN-US style=3D'letter-spacing:-.4pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>was</span><span lang=3DEN-US style=3D'letter=
-spacing:
-.4pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>used</span=
><span
lang=3DEN-US style=3D'letter-spacing:-.4pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>in</span><span lang=3DEN-US style=3D'letter-=
spacing:
-.4pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>version</s=
pan><span
lang=3DEN-US style=3D'letter-spacing:-.4pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>0.4.8</span><span lang=3DEN-US style=3D'lett=
er-spacing:
-.4pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>in</span><=
span
lang=3DEN-US style=3D'letter-spacing:-.4pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>Python</span><span lang=3DEN-US style=3D'let=
ter-spacing:
-.4pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>(3.10.11),=
</span><span
lang=3DEN-US style=3D'letter-spacing:-.4pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>together</span><span lang=3DEN-US style=3D'l=
etter-spacing:
-.4pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>with </spa=
n><span
lang=3DEN-US>the<span style=3D'letter-spacing:-.05pt'> </span>transcription=
<span
style=3D'letter-spacing:-.05pt'> </span>of<span style=3D'letter-spacing:-.0=
5pt'> </span>the<span
style=3D'letter-spacing:-.05pt'> </span>video<span style=3D'letter-spacing:=
-.05pt'>
</span>selected<span style=3D'letter-spacing:-.05pt'> </span>as<span
style=3D'letter-spacing:-.05pt'> </span>input.<span style=3D'letter-spacing=
:-.65pt'>
</span>Afterward,<span style=3D'letter-spacing:-.05pt'> </span>the<span
style=3D'letter-spacing:-.05pt'> </span>library<span style=3D'letter-spacin=
g:-.05pt'>
</span>was<span style=3D'letter-spacing:-.05pt'> </span>configured<span
style=3D'letter-spacing:-.05pt'> </span>with<span style=3D'letter-spacing:-=
.05pt'> </span>the
<span style=3D'letter-spacing:-.1pt'>desired</span><span style=3D'letter-sp=
acing:
-.6pt'> </span><span style=3D'letter-spacing:-.1pt'>parameters</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>(language,</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>n-gram</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>size,</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>among</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>others.).</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Finally,</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>the</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>keywords</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>were</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>extracted
</span>and stored in a text list, as presented in the following implementat=
ion:</span></p>

<p class=3DMsoBodyText style=3D'margin-top:6.1pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:143.45pt;margin-b=
ottom:
0cm;margin-left:52.0pt;margin-bottom:.0001pt;line-height:156%'><span
lang=3DEN-US style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height=
:156%;
font-family:"Courier New";mso-hansi-font-family:"Times New Roman";mso-bidi-=
font-family:
"Times New Roman"'>$pip<span style=3D'letter-spacing:-.95pt'> </span>instal=
l<span
style=3D'letter-spacing:-.85pt'> </span><span class=3DSpellE>git+https</spa=
n>://github.com/LIAAD/<span
class=3DSpellE>yake</span> import <span class=3DSpellE>yake</span><o:p></o:=
p></span></p>

<p class=3DMsoNormal style=3D'margin-left:52.0pt;line-height:156%'><span
class=3DSpellE><span lang=3DEN-US style=3D'font-size:9.0pt;mso-bidi-font-si=
ze:11.0pt;
line-height:156%;font-family:"Courier New";mso-bidi-font-family:"Times New =
Roman"'>custom_kw_extractor</span></span><span
lang=3DEN-US style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;line-height=
:156%;
font-family:"Courier New";mso-bidi-font-family:"Times New Roman";letter-spa=
cing:
4.0pt'> </span><span lang=3DEN-US style=3D'font-size:9.0pt;mso-bidi-font-si=
ze:11.0pt;
line-height:156%;font-family:"Courier New";mso-bidi-font-family:"Times New =
Roman"'>=3D<span
style=3D'letter-spacing:4.0pt'> </span><span class=3DSpellE>yake.KeywordExt=
ractor</span>(<span
class=3DSpellE>lan</span>=3D&#8221;en&#8221;,<span style=3D'letter-spacing:=
4.0pt'> </span>n=3D2,<span
style=3D'letter-spacing:4.0pt'> </span><span class=3DSpellE>dedupLim</span>=
=3D0.9, <span
class=3DSpellE>dedupFunc</span>=3D&#8217;<span class=3DSpellE>seqm</span>&#=
8217;, <span
class=3DSpellE>windowsSize</span>=3D1, top=3D10, features=3DNone)<o:p></o:p=
></span></p>

<p class=3DMsoNormal style=3D'margin-left:52.0pt'><span lang=3DEN-US
style=3D'font-size:9.0pt;mso-bidi-font-size:11.0pt;font-family:"Courier New=
";
mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:"Times New Rom=
an"'>keywords<span
style=3D'letter-spacing:-.25pt'> </span>=3D<span style=3D'letter-spacing:-.=
2pt'> </span><span
class=3DSpellE><span style=3D'letter-spacing:-.1pt'>custom_kw_extractor.ext=
ract_keywords</span></span><span
style=3D'letter-spacing:-.1pt'>(transcription)</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:4.7pt'><span lang=3DEN-US
style=3D'font-size:9.0pt;mso-bidi-font-size:12.0pt;font-family:"Courier New=
";
mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:"Times New Rom=
an"'><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=3DEN-US>Through the application of the =
YAKE!
Tool, extracting between eight and ten of the most relevant keywords from e=
ach
video transcription was possible. This set of key terms, along<span
style=3D'letter-spacing:-.6pt'> </span>with<span style=3D'letter-spacing:-.=
6pt'> </span>the<span
style=3D'letter-spacing:-.6pt'> </span>most<span style=3D'letter-spacing:-.=
6pt'> </span>significant<span
style=3D'letter-spacing:-.6pt'> </span>n-grams,<span style=3D'letter-spacin=
g:-.6pt'>
</span>provided<span style=3D'letter-spacing:-.6pt'> </span>an<span
style=3D'letter-spacing:-.6pt'> </span>overview<span style=3D'letter-spacin=
g:-.6pt'>
</span>of<span style=3D'letter-spacing:-.6pt'> </span>the<span style=3D'let=
ter-spacing:
-.6pt'> </span>content<span style=3D'letter-spacing:-.6pt'> </span>of<span
style=3D'letter-spacing:-.6pt'> </span>each<span style=3D'letter-spacing:-.=
6pt'> </span>video<span
style=3D'letter-spacing:-.6pt'> </span>and served<span style=3D'letter-spac=
ing:
-.65pt'> </span>as<span style=3D'letter-spacing:-.6pt'> </span>a<span
style=3D'letter-spacing:-.6pt'> </span>starting<span style=3D'letter-spacin=
g:-.6pt'>
</span>point<span style=3D'letter-spacing:-.6pt'> </span>for<span
style=3D'letter-spacing:-.6pt'> </span>deeper<span style=3D'letter-spacing:=
-.6pt'> </span>analyses.<span
style=3D'letter-spacing:-.75pt'> </span>The<span style=3D'letter-spacing:-.=
6pt'> </span>frequency<span
style=3D'letter-spacing:-.6pt'> </span>with<span style=3D'letter-spacing:-.=
6pt'> </span>which<span
style=3D'letter-spacing:-.6pt'> </span>a<span style=3D'letter-spacing:-.6pt=
'> </span>word<span
style=3D'letter-spacing:-.6pt'> </span>appeared<span style=3D'letter-spacin=
g:-.6pt'>
</span>in<span style=3D'letter-spacing:-.6pt'> </span>the transcript<span
style=3D'letter-spacing:-.3pt'> </span>was<span style=3D'letter-spacing:-.3=
pt'> </span>directly<span
style=3D'letter-spacing:-.35pt'> </span>proportional<span style=3D'letter-s=
pacing:
-.3pt'> </span>to<span style=3D'letter-spacing:-.3pt'> </span>the<span
style=3D'letter-spacing:-.3pt'> </span>value<span style=3D'letter-spacing:-=
.3pt'> </span>assigned<span
style=3D'letter-spacing:-.3pt'> </span>by<span style=3D'letter-spacing:-.7p=
t'> </span>YAKE!,<span
style=3D'letter-spacing:-.3pt'> </span>which<span style=3D'letter-spacing:-=
.3pt'> </span>allowed<span
style=3D'letter-spacing:-.3pt'> </span>keywords to be ordered according to =
their
relative importance.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DEN-US><o:p>&=
nbsp;</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:103%'><span lang=3DEN-US>Continuing with the themes to be
evaluated for the topic of Computer Science and Mathematics, the extracted
keywords are presented in Table 1:</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.65pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<h1 style=3D'margin-top:.05pt;margin-right:6.3pt;margin-bottom:0cm;margin-l=
eft:
16.3pt;margin-bottom:.0001pt'><span lang=3DEN-US style=3D'letter-spacing:-.=
1pt'>Table</span><span
lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.5pt'>1</span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:6=
.35pt;
margin-bottom:0cm;margin-left:16.3pt;margin-bottom:.0001pt;text-align:cente=
r'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
12.0pt;
mso-bidi-font-size:11.0pt'>Keywords<span style=3D'letter-spacing:-.3pt'> </=
span>extracted<span
style=3D'letter-spacing:-.2pt'> </span>for<span style=3D'letter-spacing:-.2=
5pt'> </span>each<span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>topic</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.45pt'><i style=3D'mso-bidi-font=
-style:
normal'><span lang=3DEN-US style=3D'font-size:4.5pt;mso-bidi-font-size:12.0=
pt'><o:p>&nbsp;</o:p></span></i></p>

<table class=3DTableNormal border=3D1 cellspacing=3D0 cellpadding=3D0 style=
=3D'margin-left:
 140.85pt;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:15.75pt'>
  <td width=3D131 valign=3Dtop style=3D'width:98.15pt;border:solid black 1.=
0pt;
  padding:0cm 0cm 0cm 0cm;height:15.75pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.1pt'><b style=3D'mso-bidi=
-font-weight:
  normal'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11=
.0pt;
  letter-spacing:-.1pt'>COMPUTING</span></b><b style=3D'mso-bidi-font-weigh=
t:
  normal'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11=
.0pt'><o:p></o:p></span></b></p>
  </td>
  <td width=3D139 valign=3Dtop style=3D'width:104.4pt;border:solid black 1.=
0pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:15.75pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.1pt;margin-right:.05pt;
  margin-bottom:0cm;margin-left:1.0pt;margin-bottom:.0001pt'><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DEN-US style=3D'font-si=
ze:8.0pt;
  mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>MATHEMATICS</span></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DEN-US style=3D'font-si=
ze:8.0pt;
  mso-bidi-font-size:11.0pt'><o:p></o:p></span></b></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:1;height:15.85pt'>
  <td width=3D131 valign=3Dtop style=3D'width:98.15pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt;letter-spacing:-.1pt'>&#8220;programming&#8221;</span><span
  lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o=
:p></span></p>
  </td>
  <td width=3D139 valign=3Dtop style=3D'width:104.4pt;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:15.85pt'>
  <p class=3DTableParagraph style=3D'margin-right:.05pt'><span lang=3DEN-US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'>&#8220;common <span
  style=3D'letter-spacing:-.1pt'>factor&#8221;</span><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:2;height:15.85pt'>
  <td width=3D131 valign=3Dtop style=3D'width:98.15pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt;letter-spacing:-.1pt'>&#8220;program&#8221;</span><span lang=3DEN-=
US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  </td>
  <td width=3D139 valign=3Dtop style=3D'width:104.4pt;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:15.85pt'>
  <p class=3DTableParagraph style=3D'margin-right:.05pt'><span lang=3DEN-US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'>&#8220;highest <span
  style=3D'letter-spacing:-.1pt'>common&#8221;</span><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:3;mso-yfti-lastrow:yes;height:15.85pt'>
  <td width=3D131 valign=3Dtop style=3D'width:98.15pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt;letter-spacing:-.1pt'>&#8220;programs&#8221;</span><span lang=3DEN=
-US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  </td>
  <td width=3D139 valign=3Dtop style=3D'width:104.4pt;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:15.85pt'>
  <p class=3DTableParagraph style=3D'margin-right:.05pt'><span lang=3DEN-US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'>&#8220;common <span
  style=3D'letter-spacing:-.1pt'>divisor&#8221;</span><o:p></o:p></span></p>
  </td>
 </tr>
</table>

</div>

<span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;font-=
family:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
EN-US;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=3DWordSection9>

<p class=3DMsoBodyText style=3D'margin-top:9.85pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DEN-US style=3D'font-size:10.0pt;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:
 140.85pt;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:15.75pt'>
  <td width=3D131 valign=3Dtop style=3D'width:98.15pt;border:solid black 1.=
0pt;
  padding:0cm 0cm 0cm 0cm;height:15.75pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.1pt'><b style=3D'mso-bidi=
-font-weight:
  normal'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11=
.0pt;
  letter-spacing:-.1pt'>COMPUTING</span></b><b style=3D'mso-bidi-font-weigh=
t:
  normal'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11=
.0pt'><o:p></o:p></span></b></p>
  </td>
  <td width=3D139 valign=3Dtop style=3D'width:104.4pt;border:solid black 1.=
0pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:15.75pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.1pt;margin-right:.05pt;
  margin-bottom:0cm;margin-left:1.0pt;margin-bottom:.0001pt'><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DEN-US style=3D'font-si=
ze:8.0pt;
  mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>MATHEMATICS</span></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DEN-US style=3D'font-si=
ze:8.0pt;
  mso-bidi-font-size:11.0pt'><o:p></o:p></span></b></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:1;height:15.85pt'>
  <td width=3D131 valign=3Dtop style=3D'width:98.15pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt;letter-spacing:-.1pt'>&#8220;computer&#8221;</span><span lang=3DEN=
-US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  </td>
  <td width=3D139 valign=3Dtop style=3D'width:104.4pt;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:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt'>&#8220;algebraic <span style=3D'letter-spacing:-.1pt'>expressions=
&#8221;</span><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:2;height:15.85pt'>
  <td width=3D131 valign=3Dtop style=3D'width:98.15pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt;letter-spacing:-.1pt'>&#8220;Code&#8221;</span><span lang=3DEN-US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  </td>
  <td width=3D139 valign=3Dtop style=3D'width:104.4pt;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:15.85pt'>
  <p class=3DTableParagraph style=3D'margin-right:.05pt'><span lang=3DEN-US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'>&#8220;factor <span
  style=3D'letter-spacing:-.1pt'>analysis&#8221;</span><o:p></o:p></span></=
p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:3;height:15.85pt'>
  <td width=3D131 valign=3Dtop style=3D'width:98.15pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt;letter-spacing:-.1pt'>&#8220;process&#8221;</span><span lang=3DEN-=
US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  </td>
  <td width=3D139 valign=3Dtop style=3D'width:104.4pt;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:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt'>&#8220;lowest common <span style=3D'letter-spacing:-.1pt'>factor&=
#8221;</span><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:4;height:15.85pt'>
  <td width=3D131 valign=3Dtop style=3D'width:98.15pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt;letter-spacing:-.1pt'>&#8220;learn&#8221;</span><span lang=3DEN-US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  </td>
  <td width=3D139 valign=3Dtop style=3D'width:104.4pt;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:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt'>&#8220;expression <span style=3D'letter-spacing:-.1pt'>(mathemati=
cs)&#8221;</span><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:5;height:15.85pt'>
  <td width=3D131 valign=3Dtop style=3D'width:98.15pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt;letter-spacing:-.1pt'>&#8220;animations&#8221;</span><span lang=3D=
EN-US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  </td>
  <td width=3D139 valign=3Dtop style=3D'width:104.4pt;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:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt'>&#8220;factor <span class=3DSpellE><span style=3D'letter-spacing:=
-.1pt'>solet</span></span><span
  style=3D'letter-spacing:-.1pt'>&#8221;</span><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:6;mso-yfti-lastrow:yes;height:15.85pt'>
  <td width=3D131 valign=3Dtop style=3D'width:98.15pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt;letter-spacing:-.1pt'>&#8220;languages&#8221;</span><span lang=3DE=
N-US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  </td>
  <td width=3D139 valign=3Dtop style=3D'width:104.4pt;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:15.85pt'>
  <p class=3DTableParagraph><span lang=3DEN-US style=3D'font-size:8.0pt;mso=
-bidi-font-size:
  11.0pt'>&#8220;closed-form <span style=3D'letter-spacing:-.1pt'>expressio=
n&#8221;</span><o:p></o:p></span></p>
  </td>
 </tr>
</table>

<h1 style=3D'margin-top:13.0pt;margin-right:0cm;margin-bottom:0cm;margin-le=
ft:
16.0pt;margin-bottom:.0001pt;text-align:justify'><span lang=3DEN-US>Wikiped=
ia<span
style=3D'letter-spacing:-.85pt'> </span>Articles<span style=3D'letter-spaci=
ng:-.6pt'>
</span><span style=3D'letter-spacing:-.1pt'>Extraction</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.2pt;margin-right:5.6pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:100%'><span lang=3DEN-US>Once the critical topics in the
videos were identified, they were linked to relevant Wikipedia articles. To=
 do
so, the API of this virtual encyclopedia was used, which allows searching
programmatically through its large search engine. Using the Wikipedia libra=
ry,
in <span style=3D'letter-spacing:-.2pt'>version 0.6.0 for Python 3.10.11, an
iterative cycle was established for each keyword, and queries </span>were
performed with the<span style=3D'letter-spacing:-.15pt'> </span>API, obtain=
ing a
maximum of four relevant results.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.55pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<h1 style=3D'margin-left:16.0pt;text-align:justify'><span lang=3DEN-US>Topi=
cs<span
style=3D'letter-spacing:-.6pt'> </span>of<span style=3D'letter-spacing:-.55=
pt'> </span>Interest<span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Classification</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.2pt;margin-right:5.5pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:100%'><span lang=3DEN-US>Text classification within NLP =
is a
fundamental task where a model must predict the categories<span
style=3D'letter-spacing:-.75pt'> </span>to<span style=3D'letter-spacing:-.7=
5pt'> </span>which<span
style=3D'letter-spacing:-.75pt'> </span>text<span style=3D'letter-spacing:-=
.75pt'> </span>documents<span
style=3D'letter-spacing:-.75pt'> </span>belong.<span style=3D'letter-spacin=
g:-.75pt'>
</span>However,<span style=3D'letter-spacing:-.75pt'> </span>traditional<sp=
an
style=3D'letter-spacing:-.75pt'> </span>classification<span style=3D'letter=
-spacing:
-.75pt'> </span>methods<span style=3D'letter-spacing:-.75pt'> </span>require
large<span style=3D'letter-spacing:-.3pt'> </span>amounts<span style=3D'let=
ter-spacing:
-.3pt'> </span>of<span style=3D'letter-spacing:-.3pt'> </span>labeled<span
style=3D'letter-spacing:-.3pt'> </span>data<span style=3D'letter-spacing:-.=
3pt'> </span>to<span
style=3D'letter-spacing:-.3pt'> </span>train<span style=3D'letter-spacing:-=
.3pt'> </span>the<span
style=3D'letter-spacing:-.3pt'> </span>model<span style=3D'letter-spacing:-=
.3pt'> </span>and<span
style=3D'letter-spacing:-.3pt'> </span>cannot<span style=3D'letter-spacing:=
-.3pt'> </span>be<span
style=3D'letter-spacing:-.3pt'> </span>generalized<span style=3D'letter-spa=
cing:
-.3pt'> </span>to<span style=3D'letter-spacing:-.3pt'> </span>new<span
style=3D'letter-spacing:-.3pt'> </span>data.<span style=3D'letter-spacing:-=
.3pt'> </span>Unlike
traditional<span style=3D'letter-spacing:-.1pt'> </span>methods,<span
style=3D'letter-spacing:-.1pt'> </span>the<span style=3D'letter-spacing:-.1=
pt'> </span>Zero-shot<span
style=3D'letter-spacing:-.1pt'> </span>technique<span style=3D'letter-spaci=
ng:-.1pt'>
</span>seeks<span style=3D'letter-spacing:-.1pt'> </span>to<span
style=3D'letter-spacing:-.1pt'> </span>classify<span style=3D'letter-spacin=
g:-.1pt'>
</span>text<span style=3D'letter-spacing:-.1pt'> </span>documents<span
style=3D'letter-spacing:-.1pt'> </span>without<span style=3D'letter-spacing=
:-.1pt'>
</span>needing previously labeled data. This is achieved using large AI mod=
els
based on the Transformers architecture, which are trained on general langua=
ge
understanding tasks.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt'><span lang=3DEN-US><o:p>&n=
bsp;</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:100%'><span lang=3DEN-US>This way, the pre-trained model
&quot;<span class=3DSpellE>bart</span>-large-<span class=3DSpellE>mnli</spa=
n>&quot;
from Meta was used, and a Natural Language Inference (NLI) task was trained=
 on
it. NLI involves determining whether two sentences are related, contradicto=
ry,
or unrelated. Although this pre-trained model presents high<span
style=3D'letter-spacing:-.65pt'> </span>performance<span style=3D'letter-sp=
acing:
-.65pt'> </span>in<span style=3D'letter-spacing:-.65pt'> </span>NLI<span
style=3D'letter-spacing:-.65pt'> </span>tasks<span style=3D'letter-spacing:=
-.65pt'>
</span>in<span style=3D'letter-spacing:-.65pt'> </span>English,<span
style=3D'letter-spacing:-.65pt'> </span>it<span style=3D'letter-spacing:-.6=
5pt'> </span>has<span
style=3D'letter-spacing:-.65pt'> </span>yet<span style=3D'letter-spacing:-.=
65pt'> </span>to<span
style=3D'letter-spacing:-.65pt'> </span>be<span style=3D'letter-spacing:-.6=
5pt'> </span>trained<span
style=3D'letter-spacing:-.65pt'> </span>on<span style=3D'letter-spacing:-.6=
5pt'> </span>a<span
style=3D'letter-spacing:-.65pt'> </span>Spanish<span style=3D'letter-spacin=
g:-.65pt'>
</span>language<span style=3D'letter-spacing:-.65pt'> </span>corpus, <span
style=3D'letter-spacing:-.1pt'>which</span><span style=3D'letter-spacing:-.=
55pt'> </span><span
style=3D'letter-spacing:-.1pt'>limits</span><span style=3D'letter-spacing:-=
.45pt'> </span><span
style=3D'letter-spacing:-.1pt'>its</span><span style=3D'letter-spacing:-.5p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>applicability</span><span style=3D'letter-sp=
acing:
-.45pt'> </span><span style=3D'letter-spacing:-.1pt'>to</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>this</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>language.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>The</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>video</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>transcription</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>was</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>proposed</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>as</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>a</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>premise
</span>for classifying a topic, and a hypothesis was built for each candida=
te
label, such as &quot;This text is about mathematics&quot; if the label is
&quot;Mathematics.&quot; Then, the pre-trained model was used to evaluate t=
he
relationship between the premise and the hypothesis, obtaining probabilitie=
s of
implication and contradiction. These probabilities are converted into
classification scores for each candidate label.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DEN-US><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:100%'><span lang=3DEN-US>The<span style=3D'letter-spacin=
g:-.3pt'>
</span>prediction<span style=3D'letter-spacing:-.3pt'> </span>model<span
style=3D'letter-spacing:-.3pt'> </span>returns<span style=3D'letter-spacing=
:-.3pt'>
</span>indicate<span style=3D'letter-spacing:-.3pt'> </span>the<span
style=3D'letter-spacing:-.3pt'> </span>probability<span style=3D'letter-spa=
cing:
-.3pt'> </span>that<span style=3D'letter-spacing:-.3pt'> </span>the<span
style=3D'letter-spacing:-.3pt'> </span>video<span style=3D'letter-spacing:-=
.3pt'> </span>transcript<span
style=3D'letter-spacing:-.3pt'> </span>is<span style=3D'letter-spacing:-.3p=
t'> </span>related
to a candidate tag.<span style=3D'letter-spacing:-.65pt'> </span>A<span
style=3D'letter-spacing:-.65pt'> </span>high score suggests a strong
relationship, while a low score indicates the relationship<span
style=3D'letter-spacing:-.75pt'> </span>is<span style=3D'letter-spacing:-.7=
5pt'> </span>unlikely.<span
style=3D'letter-spacing:-.75pt'> </span>The<span style=3D'letter-spacing:-.=
75pt'> </span>Zero-shot<span
style=3D'letter-spacing:-.75pt'> </span>technique<span style=3D'letter-spac=
ing:
-.75pt'> </span>evaluated<span style=3D'letter-spacing:-.7pt'> </span>the<s=
pan
style=3D'letter-spacing:-.75pt'> </span>relationship<span style=3D'letter-s=
pacing:
-.7pt'> </span>between<span style=3D'letter-spacing:-.75pt'> </span>the<span
style=3D'letter-spacing:-.7pt'> </span>themes extracted from the video
transcription and the suggested Wikipedia articles. Each pair's score was<s=
pan
style=3D'letter-spacing:-.55pt'> </span>calculated,<span style=3D'letter-sp=
acing:
-.55pt'> </span>indicating<span style=3D'letter-spacing:-.55pt'> </span>the=
<span
style=3D'letter-spacing:-.55pt'> </span>relevance<span style=3D'letter-spac=
ing:
-.55pt'> </span>and<span style=3D'letter-spacing:-.55pt'> </span>correspond=
ence<span
style=3D'letter-spacing:-.55pt'> </span>between<span style=3D'letter-spacin=
g:-.55pt'>
</span>the<span style=3D'letter-spacing:-.55pt'> </span>video<span
style=3D'letter-spacing:-.55pt'> </span>content<span style=3D'letter-spacin=
g:-.55pt'>
</span>and<span style=3D'letter-spacing:-.55pt'> </span>the <span
style=3D'letter-spacing:-.1pt'>articles.</span><span style=3D'letter-spacin=
g:-.65pt'>
</span><span style=3D'letter-spacing:-.1pt'>The</span><span style=3D'letter=
-spacing:
-.55pt'> </span><span style=3D'letter-spacing:-.1pt'>links</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>to</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>the</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>articles</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>related</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>to</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>the</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>video</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>were</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>used</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>as</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>a</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>starting</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>point</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>to</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>explore</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>other </span>sources<span
style=3D'letter-spacing:-.75pt'> </span>of<span style=3D'letter-spacing:-.7=
5pt'> </span>information<span
style=3D'letter-spacing:-.75pt'> </span>on<span style=3D'letter-spacing:-.7=
5pt'> </span>the<span
style=3D'letter-spacing:-.75pt'> </span>web,<span style=3D'letter-spacing:-=
.75pt'> </span>further<span
style=3D'letter-spacing:-.75pt'> </span>expanding<span style=3D'letter-spac=
ing:
-.75pt'> </span>the<span style=3D'letter-spacing:-.75pt'> </span>understand=
ing<span
style=3D'letter-spacing:-.75pt'> </span>of<span style=3D'letter-spacing:-.7=
5pt'> </span>the<span
style=3D'letter-spacing:-.75pt'> </span>topics<span style=3D'letter-spacing=
:-.75pt'>
</span>of<span style=3D'letter-spacing:-.75pt'> </span>interest.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.65pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<h1 style=3D'margin-left:16.0pt;text-align:justify'><span lang=3DEN-US>Mash=
up<span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Generation</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.2pt;margin-right:5.8pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:100%'><span lang=3DEN-US>Through the stages described ab=
ove, a
complete process has been created to extract topics<span style=3D'letter-sp=
acing:
-.25pt'> </span>associated<span style=3D'letter-spacing:-.25pt'> </span>wit=
h<span
style=3D'letter-spacing:-.25pt'> </span>a<span style=3D'letter-spacing:-.65=
pt'> </span>YouTube<span
style=3D'letter-spacing:-.2pt'> </span>video<span style=3D'letter-spacing:-=
.25pt'> </span>selected<span
style=3D'letter-spacing:-.25pt'> </span>by<span style=3D'letter-spacing:-.2=
5pt'> </span>the<span
style=3D'letter-spacing:-.25pt'> </span>user.<span style=3D'letter-spacing:=
-.45pt'>
</span>The<span style=3D'letter-spacing:-.25pt'> </span>video<span
style=3D'letter-spacing:-.25pt'> </span>transcription<span style=3D'letter-=
spacing:
-.25pt'> </span>was<span style=3D'letter-spacing:-.2pt'> </span>used as<span
style=3D'letter-spacing:-.15pt'> </span>a<span style=3D'letter-spacing:-.15=
pt'> </span>starting<span
style=3D'letter-spacing:-.15pt'> </span>point,<span style=3D'letter-spacing=
:-.15pt'>
</span>and<span style=3D'letter-spacing:-.15pt'> </span>using<span
style=3D'letter-spacing:-.15pt'> </span>text<span style=3D'letter-spacing:-=
.15pt'> </span>mining<span
style=3D'letter-spacing:-.15pt'> </span>and<span style=3D'letter-spacing:-.=
15pt'> </span>NLP<span
style=3D'letter-spacing:-.6pt'> </span>techniques,<span style=3D'letter-spa=
cing:
-.15pt'> </span>a<span style=3D'letter-spacing:-.15pt'> </span>processing<s=
pan
style=3D'letter-spacing:-.15pt'> </span>flow<span style=3D'letter-spacing:-=
.15pt'> </span>implemented
in a Mashup was created. The main objective of this Mashup is to present the
user with new topics<span style=3D'letter-spacing:-.75pt'> </span>of<span
style=3D'letter-spacing:-.75pt'> </span>interest<span style=3D'letter-spaci=
ng:-.75pt'>
</span>related<span style=3D'letter-spacing:-.75pt'> </span>to<span
style=3D'letter-spacing:-.75pt'> </span>the<span style=3D'letter-spacing:-.=
75pt'> </span>selected<span
style=3D'letter-spacing:-.75pt'> </span>video,<span style=3D'letter-spacing=
:-.75pt'>
</span>providing<span style=3D'letter-spacing:-.75pt'> </span>links<span
style=3D'letter-spacing:-.75pt'> </span>to<span style=3D'letter-spacing:-.7=
5pt'> </span>articles<span
style=3D'letter-spacing:-.75pt'> </span>on<span style=3D'letter-spacing:-.7=
5pt'> </span>the<span
style=3D'letter-spacing:-.75pt'> </span>web<span style=3D'letter-spacing:-.=
75pt'> </span>where<span
style=3D'letter-spacing:-.75pt'> </span>more information can be found.</spa=
n></p>

</div>

<span lang=3DEN-US style=3D'font-size:11.0pt;line-height:100%;font-family:"=
Times New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:EN-US;mso-farea=
st-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=3DEN-US><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:100%'><span lang=3DEN-US>This<span style=3D'letter-spaci=
ng:-.25pt'>
</span>study<span style=3D'letter-spacing:-.25pt'> </span>used<span
style=3D'letter-spacing:-.25pt'> </span>Django,<span style=3D'letter-spacin=
g:-.25pt'>
</span>a<span style=3D'letter-spacing:-.25pt'> </span>high-level<span
style=3D'letter-spacing:-.25pt'> </span>framework<span style=3D'letter-spac=
ing:
-.25pt'> </span>for<span style=3D'letter-spacing:-.25pt'> </span>the<span
style=3D'letter-spacing:-.25pt'> </span>rapid<span style=3D'letter-spacing:=
-.25pt'>
</span>development<span style=3D'letter-spacing:-.25pt'> </span>of<span
style=3D'letter-spacing:-.25pt'> </span>websites with Python, to implement =
this
process. This way, a graphical interface was developed that allows the user=
 to
enter the URL<span style=3D'letter-spacing:-.2pt'> </span>of the desired<sp=
an
style=3D'letter-spacing:-.2pt'> </span>YouTube video and obtain related art=
icles.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.4pt'><span lang=3DEN-US><o:p>&n=
bsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.75pt;margin-bot=
tom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
38.75pt;line-height:100%'><span lang=3DEN-US style=3D'font-size:12.0pt;mso-=
bidi-font-size:
11.0pt;line-height:100%'>The<span style=3D'letter-spacing:-.15pt'> </span>M=
ashup<span
style=3D'letter-spacing:-.15pt'> </span>processes<span style=3D'letter-spac=
ing:
-.15pt'> </span>the<span style=3D'letter-spacing:-.2pt'> </span>transcripti=
on<span
style=3D'letter-spacing:-.15pt'> </span>by<span style=3D'letter-spacing:-.1=
5pt'> </span>entering<span
style=3D'letter-spacing:-.15pt'> </span>the<span style=3D'letter-spacing:-.=
2pt'> </span>video<span
style=3D'letter-spacing:-.15pt'> </span>URL<span style=3D'letter-spacing:-.=
6pt'> </span>and<span
style=3D'letter-spacing:-.15pt'> </span>presenting<span style=3D'letter-spa=
cing:
-.15pt'> </span>the <span style=3D'letter-spacing:-.2pt'>related</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>topics</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>and</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>relevant</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>subtopics.</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>Each</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>topic</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>and</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>subtopic</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>includes</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>a</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>direct</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>link</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>to</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>a</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.2pt=
'>Wikipedia
article</span><span style=3D'letter-spacing:-.4pt'> </span><span
style=3D'letter-spacing:-.2pt'>to</span><span style=3D'letter-spacing:-.4pt=
'> </span><span
style=3D'letter-spacing:-.2pt'>complement</span><span style=3D'letter-spaci=
ng:-.4pt'>
</span><span style=3D'letter-spacing:-.2pt'>the</span><span style=3D'letter=
-spacing:
-.4pt'> </span><span style=3D'letter-spacing:-.2pt'>information.</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>For</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>example,</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>in</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>the</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>video</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>with</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>a</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>computer</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>theme,</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>the</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.2pt'=
>main </span><span
style=3D'letter-spacing:-.1pt'>topics</span><span style=3D'letter-spacing:-=
.75pt'> </span><span
style=3D'letter-spacing:-.1pt'>found</span><span style=3D'letter-spacing:-.=
65pt'> </span><span
style=3D'letter-spacing:-.1pt'>were</span><span style=3D'letter-spacing:-.6=
5pt'> </span><i
style=3D'mso-bidi-font-style:normal'><span style=3D'letter-spacing:-.1pt'>&=
#8220;Programming&#8221;</span><span
style=3D'letter-spacing:-.65pt'> </span></i><span style=3D'letter-spacing:-=
.1pt'>and</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>subtopics</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>were</span><span
style=3D'letter-spacing:-.65pt'> </span><i style=3D'mso-bidi-font-style:nor=
mal'><span
style=3D'letter-spacing:-.1pt'>&#8220;Computer</span><span style=3D'letter-=
spacing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>programming,&#8221;</s=
pan><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>&#8220;Program,&#8221;
</span>&#8220;Programming language,&#8221;<span style=3D'letter-spacing:2.0=
pt'> </span>and
&#8220;Code.&#8221; </i>In contrast, with the mathematics-themed video,<span
style=3D'letter-spacing:4.0pt'> </span>the main topic was <i style=3D'mso-b=
idi-font-style:
normal'>&#8220;Common Factor,&#8221; and the subtopics were &#8220;Greatest
common divisor,&#8221; &#8220;Common<span style=3D'letter-spacing:-.75pt'> =
</span>factors<span
style=3D'letter-spacing:-.7pt'> </span>theory,&#8221;<span style=3D'letter-=
spacing:
-.7pt'> </span>&#8220;Lowest<span style=3D'letter-spacing:-.7pt'> </span>co=
mmon<span
style=3D'letter-spacing:-.7pt'> </span>factor,&#8221;<span style=3D'letter-=
spacing:
-.7pt'> </span>and<span style=3D'letter-spacing:-.7pt'> </span>&#8220;Facto=
r<span
style=3D'letter-spacing:-.7pt'> </span>analysis.&#8221;<span style=3D'lette=
r-spacing:
-.75pt'> </span></i>When<span style=3D'letter-spacing:-.7pt'> </span>a<span
style=3D'letter-spacing:-.7pt'> </span>subtopic is<span style=3D'letter-spa=
cing:
-.75pt'> </span>selected,<span style=3D'letter-spacing:-.7pt'> </span>it<sp=
an
style=3D'letter-spacing:-.7pt'> </span>is<span style=3D'letter-spacing:-.7p=
t'> </span>automatically<span
style=3D'letter-spacing:-.7pt'> </span>redirected<span style=3D'letter-spac=
ing:
-.7pt'> </span>to<span style=3D'letter-spacing:-.7pt'> </span>the<span
style=3D'letter-spacing:-.7pt'> </span>corresponding<span style=3D'letter-s=
pacing:
-.75pt'> </span>Wikipedia<span style=3D'letter-spacing:-.7pt'> </span>artic=
le,<span
style=3D'letter-spacing:-.7pt'> </span>completing<span style=3D'letter-spac=
ing:
-.7pt'> </span>the process and providing detailed information on the topics=
 of
interest.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.8pt'><span lang=3DEN-US><o:p>&n=
bsp;</o:p></span></p>

<h1 align=3Dleft style=3D'margin-left:16.0pt;text-align:left'><span lang=3D=
EN-US
style=3D'letter-spacing:-.1pt'>Evaluation</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.2pt;margin-right:5.55pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:100%'><span lang=3DEN-US>The<span style=3D'letter-spacin=
g:-.4pt'>
</span>TAM<span style=3D'letter-spacing:-.15pt'> </span>model<span
style=3D'letter-spacing:-.15pt'> </span>is<span style=3D'letter-spacing:-.1=
5pt'> </span>based<span
style=3D'letter-spacing:-.15pt'> </span>on<span style=3D'letter-spacing:-.1=
5pt'> </span>three<span
style=3D'letter-spacing:-.15pt'> </span>primary<span style=3D'letter-spacin=
g:-.2pt'>
</span>constructs:<span style=3D'letter-spacing:-.15pt'> </span>perceived<s=
pan
style=3D'letter-spacing:-.2pt'> </span>usefulness,<span style=3D'letter-spa=
cing:
-.15pt'> </span>perceived ease of use, and attitude toward use.<span
style=3D'letter-spacing:-.05pt'> </span>The objective is to evaluate the
acceptance of the results of<span style=3D'letter-spacing:-.6pt'> </span>th=
e<span
style=3D'letter-spacing:-.6pt'> </span>proposed<span style=3D'letter-spacin=
g:-.6pt'>
</span>methodology,<span style=3D'letter-spacing:-.6pt'> </span>using<span
style=3D'letter-spacing:-.6pt'> </span>the<span style=3D'letter-spacing:-.7=
5pt'> </span>TAM<span
style=3D'letter-spacing:-.6pt'> </span>and<span style=3D'letter-spacing:-.6=
pt'> </span>measuring<span
style=3D'letter-spacing:-.6pt'> </span>perceptions<span style=3D'letter-spa=
cing:
-.6pt'> </span>of<span style=3D'letter-spacing:-.6pt'> </span>usefulness,<s=
pan
style=3D'letter-spacing:-.6pt'> </span>ease<span style=3D'letter-spacing:-.=
6pt'> </span>of
use,<span style=3D'letter-spacing:-.55pt'> </span>and<span style=3D'letter-=
spacing:
-.55pt'> </span>attitude<span style=3D'letter-spacing:-.55pt'> </span>towar=
ds<span
style=3D'letter-spacing:-.55pt'> </span>the<span style=3D'letter-spacing:-.=
55pt'> </span>use<span
style=3D'letter-spacing:-.55pt'> </span>of<span style=3D'letter-spacing:-.5=
5pt'> </span>the<span
style=3D'letter-spacing:-.55pt'> </span>results<span style=3D'letter-spacin=
g:-.55pt'>
</span>through<span style=3D'letter-spacing:-.55pt'> </span>a<span
style=3D'letter-spacing:-.55pt'> </span>seven-question<span style=3D'letter=
-spacing:
-.55pt'> </span>questionnaire<span style=3D'letter-spacing:-.55pt'> </span>=
based<span
style=3D'letter-spacing:-.55pt'> </span>on the five-point Likert scale.<span
style=3D'letter-spacing:-.6pt'> </span>Additionally, the Goal Question Metr=
ic
(GQM) was used to define the objectives of the case study.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt'><span lang=3DEN-US><o:p>&n=
bsp;</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:100%'><span lang=3DEN-US>In this way, a case study was
performed in which the methodology was applied to a YouTube video about
mathematics, and the results were evaluated manually and through a survey of
experts in different areas.<span style=3D'letter-spacing:-.2pt'> </span>The=
 GQM
template defines the case study's objectives, as seen in Table 2.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<h1 style=3D'margin-right:6.3pt'><span lang=3DEN-US style=3D'letter-spacing=
:-.1pt'>Table</span><span
lang=3DEN-US style=3D'letter-spacing:-.65pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.5pt'>2</span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:6=
.3pt;
margin-bottom:0cm;margin-left:16.3pt;margin-bottom:.0001pt;text-align:cente=
r'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
12.0pt;
mso-bidi-font-size:11.0pt'>Definition<span style=3D'letter-spacing:-.25pt'>=
 </span>of<span
style=3D'letter-spacing:-.25pt'> </span>objectives<span style=3D'letter-spa=
cing:
-.3pt'> </span>of<span style=3D'letter-spacing:-.2pt'> </span>the<span
style=3D'letter-spacing:-.25pt'> </span>case<span style=3D'letter-spacing:-=
.25pt'> </span><span
style=3D'letter-spacing:-.1pt'>study</span><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=3DEN-US style=3D'font-size:10.0pt;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:
 41.8pt;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:15.85pt'>
  <td width=3D143 valign=3Dtop style=3D'width:107.5pt;border:solid black 1.=
0pt;
  padding:0cm 0cm 0cm 0cm;height:15.85pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin:0cm;margin-bottom:=
.0001pt;
  text-align:left'><span lang=3DEN-US><o:p>&nbsp;</o:p></span></p>
  </td>
  <td width=3D190 valign=3Dtop style=3D'width:142.75pt;border:solid black 1=
.0pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:15.85pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:3.15pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:48.0pt;margin-bottom:.0001pt;text-align:
  left'><b style=3D'mso-bidi-font-weight:normal'><span lang=3DEN-US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
QUESTIONS</span></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DEN-US style=3D'font-si=
ze:8.0pt;
  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:15.85pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.15pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:.95pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11=
.0pt;
  letter-spacing:-.1pt'>ANSWERS</span></b><b style=3D'mso-bidi-font-weight:=
normal'><span
  lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o=
:p></span></b></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:1;height:54.25pt'>
  <td width=3D143 valign=3Dtop style=3D'width:107.5pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:54.25pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin:0cm;margin-bottom:=
.0001pt;
  text-align:left'><i style=3D'mso-bidi-font-style:normal'><span lang=3DEN-=
US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p></sp=
an></i></p>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:3.95pt;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=3DEN-US style=3D'font-siz=
e:8.0pt;
  mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p></span></i></p>
  <p class=3DTableParagraph style=3D'margin-top:0cm;margin-right:.3pt;margi=
n-bottom:
  0cm;margin-left:1.3pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11=
.0pt;
  letter-spacing:-.1pt'>EVALUATE</span></b><b style=3D'mso-bidi-font-weight=
:normal'><span
  lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o=
:p></span></b></p>
  </td>
  <td width=3D190 valign=3Dtop style=3D'width:142.75pt;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:54.25pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin:0cm;margin-bottom:=
.0001pt;
  text-align:left'><i style=3D'mso-bidi-font-style:normal'><span lang=3DEN-=
US
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p></sp=
an></i></p>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:4.05pt;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=3DEN-US style=3D'font-siz=
e:8.0pt;
  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=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'>What<span
  style=3D'letter-spacing:-.05pt'> </span>is<span style=3D'letter-spacing:-=
.05pt'> </span>being
  <span style=3D'letter-spacing:-.1pt'>studied?</span><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:54.25pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.25pt;margin-right:2.55pt;
  margin-bottom:0cm;margin-left:3.95pt;margin-bottom:.0001pt;text-align:jus=
tify;
  line-height:103%'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-fo=
nt-size:
  11.0pt;line-height:103%'>The result of applying the methodology to<span
  style=3D'letter-spacing:2.0pt'> </span>identify related topics from a
  mathematics<span style=3D'letter-spacing:2.0pt'> </span>video on YouTube
  through implementing<span style=3D'letter-spacing:2.0pt'> </span>and<span
  style=3D'letter-spacing:-.5pt'> </span>experimenting<span style=3D'letter=
-spacing:
  -.5pt'> </span>with<span style=3D'letter-spacing:-.5pt'> </span>text<span
  style=3D'letter-spacing:-.5pt'> </span>mining<span style=3D'letter-spacin=
g:-.5pt'>
  </span>and<span style=3D'letter-spacing:-.5pt'> </span>NLP<span
  style=3D'letter-spacing:2.0pt'> </span>techniques and methods.<o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:2;height:25.45pt'>
  <td width=3D143 valign=3Dtop style=3D'width:107.5pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:25.45pt'>
  <p class=3DTableParagraph style=3D'margin-top:7.95pt;margin-right:0cm;mar=
gin-bottom:
  0cm;margin-left:1.3pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11=
.0pt'>FOR<span
  style=3D'letter-spacing:-.2pt'> </span>THE<span style=3D'letter-spacing:-=
.05pt'> </span>PURPOSE
  <span style=3D'letter-spacing:-.25pt'>OF</span><o:p></o:p></span></b></p>
  </td>
  <td width=3D190 valign=3Dtop style=3D'width:142.75pt;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:25.45pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:8.05pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:4.0pt;margin-bottom:.0001pt;text-align:
  left'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11.0=
pt'>What<span
  style=3D'letter-spacing:-.05pt'> </span>is<span style=3D'letter-spacing:-=
.05pt'> </span>the
  intention of the <span style=3D'letter-spacing:-.1pt'>study?</span><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:25.45pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-left:3.95pt;text-a=
lign:left;
  line-height:103%'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-fo=
nt-size:
  11.0pt;line-height:103%'>Evaluate the validity of the results obtained<sp=
an
  style=3D'letter-spacing:2.0pt'> </span>from the method.<o:p></o:p></span>=
</p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:3;height:25.45pt'>
  <td width=3D143 valign=3Dtop style=3D'width:107.5pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:25.45pt'>
  <p class=3DTableParagraph style=3D'margin-top:8.0pt;margin-right:.3pt;mar=
gin-bottom:
  0cm;margin-left:1.3pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11=
.0pt'>WITH
  RESPECT<span style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter=
-spacing:
  -.25pt'>TO</span><o:p></o:p></span></b></p>
  </td>
  <td width=3D190 valign=3Dtop style=3D'width:142.75pt;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:25.45pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:8.05pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:4.0pt;margin-bottom:.0001pt;text-align:
  left'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11.0=
pt'>What<span
  style=3D'letter-spacing:-.2pt'> </span>effect<span style=3D'letter-spacin=
g:-.25pt'>
  </span>is<span style=3D'letter-spacing:-.2pt'> </span><span style=3D'lett=
er-spacing:
  -.1pt'>studied?</span><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:25.45pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-left:3.95pt;text-a=
lign:left;
  line-height:103%'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-fo=
nt-size:
  11.0pt;line-height:103%'>Related topics obtained from a video in the<span
  style=3D'letter-spacing:2.0pt'> </span>mathematics<span style=3D'letter-s=
pacing:
  -.15pt'> </span>area.<o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:4;height:25.35pt'>
  <td width=3D143 valign=3Dtop style=3D'width:107.5pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:25.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:3.1pt;margin-r=
ight:10.7pt;
  margin-bottom:0cm;margin-left:36.3pt;margin-bottom:.0001pt;text-align:lef=
t;
  text-indent:-24.2pt;line-height:103%'><b style=3D'mso-bidi-font-weight:no=
rmal'><span
  lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;line-heig=
ht:103%'>FROM<span
  style=3D'letter-spacing:-.5pt'> </span>THE<span style=3D'letter-spacing:-=
.5pt'> </span>POINT<span
  style=3D'letter-spacing:-.5pt'> </span>OF<span style=3D'letter-spacing:2.=
0pt'> </span>VIEW<span
  style=3D'letter-spacing:-.35pt'> </span>OF<o:p></o:p></span></b></p>
  </td>
  <td width=3D190 valign=3Dtop style=3D'width:142.75pt;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:25.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:8.0pt;margin-r=
ight:0cm;
  margin-bottom:0cm;margin-left:4.0pt;margin-bottom:.0001pt;text-align:left=
'><span
  lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'>Who<span
  style=3D'letter-spacing:-.5pt'> </span>is<span style=3D'letter-spacing:-.=
5pt'> </span>affected?<span
  style=3D'letter-spacing:-.5pt'> </span>Refers<span style=3D'letter-spacin=
g:-.5pt'>
  </span>to<span style=3D'letter-spacing:-.5pt'> </span>the<span
  style=3D'letter-spacing:-.45pt'> </span>study<span style=3D'letter-spacin=
g:-.5pt'>
  </span><span style=3D'letter-spacing:-.1pt'>group</span><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:25.35pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:8.0pt;margin-r=
ight:0cm;
  margin-bottom:0cm;margin-left:3.95pt;margin-bottom:.0001pt;text-align:lef=
t'><span
  lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'>Systems<=
span
  style=3D'letter-spacing:-.15pt'> </span>and<span style=3D'letter-spacing:=
-.05pt'>
  </span>Data<span style=3D'letter-spacing:-.1pt'> </span>Science<span
  style=3D'letter-spacing:-.05pt'> </span><span style=3D'letter-spacing:-.1=
pt'>Engineer.</span><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:5;mso-yfti-lastrow:yes;height:35.05pt'>
  <td width=3D143 valign=3Dtop style=3D'width:107.5pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:35.05pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:3.55pt;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=3DEN-US style=3D'font-siz=
e:8.0pt;
  mso-bidi-font-size:11.0pt'><o:p>&nbsp;</o:p></span></i></p>
  <p class=3DTableParagraph style=3D'margin-top:.05pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:1.3pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-font-size:11=
.0pt'>IN<span
  style=3D'letter-spacing:-.2pt'> </span>THE CONTEXT<span style=3D'letter-s=
pacing:
  -.15pt'> </span><span style=3D'letter-spacing:-.25pt'>OF</span><o:p></o:p=
></span></b></p>
  </td>
  <td width=3D190 valign=3Dtop style=3D'width:142.75pt;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:35.05pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:8.05pt;margin-=
right:
  0cm;margin-bottom:0cm;margin-left:4.0pt;margin-bottom:.0001pt;text-align:
  left;line-height:103%'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bi=
di-font-size:
  11.0pt;line-height:103%'>Where, how, and by whom is the study<span
  style=3D'letter-spacing:2.0pt'> </span><span style=3D'letter-spacing:-.1p=
t'>performed?</span><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:35.05pt'>
  <p class=3DTableParagraph style=3D'margin-top:3.25pt;margin-right:2.45pt;
  margin-bottom:0cm;margin-left:3.95pt;margin-bottom:.0001pt;text-align:jus=
tify;
  line-height:103%'><span lang=3DEN-US style=3D'font-size:8.0pt;mso-bidi-fo=
nt-size:
  11.0pt;line-height:103%'>Researchers from the Computer Science<span
  style=3D'letter-spacing:2.0pt'> </span>Research and Development Laborator=
y<span
  style=3D'letter-spacing:2.0pt'> </span>(LIDI) of the University of Azuay.=
<o:p></o:p></span></p>
  </td>
 </tr>
</table>

<p class=3DMsoBodyText style=3D'margin-top:13.75pt;margin-right:5.5pt;margi=
n-bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DEN-US>Subsequently,<span style=3D'let=
ter-spacing:
1.95pt'> </span>the<span style=3D'letter-spacing:1.9pt'> </span>variables<s=
pan
style=3D'letter-spacing:1.95pt'> </span>of<span style=3D'letter-spacing:1.9=
pt'> </span>perception<span
style=3D'letter-spacing:1.95pt'> </span>of<span style=3D'letter-spacing:1.9=
pt'> </span>usefulness,<span
style=3D'letter-spacing:1.95pt'> </span>perception<span style=3D'letter-spa=
cing:
1.9pt'> </span>of<span style=3D'letter-spacing:1.95pt'> </span>ease<span
style=3D'letter-spacing:1.9pt'> </span>of<span style=3D'letter-spacing:1.95=
pt'> </span>use,
and attitude towards use are defined. Hypotheses were established, and expe=
rt
surveys were conducted to evaluate these variables. The survey included
questions about the effectiveness of the methodology results, the precision=
 of
the results, the ease of implementation, and the <span style=3D'letter-spac=
ing:
-.1pt'>simplicity</span><span style=3D'letter-spacing:-.5pt'> </span><span
style=3D'letter-spacing:-.1pt'>of</span><span style=3D'letter-spacing:-.5pt=
'> </span><span
style=3D'letter-spacing:-.1pt'>the</span><span style=3D'letter-spacing:-.5p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>user</span><span style=3D'letter-spacing:-.5=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>interface,</span><span style=3D'letter-spaci=
ng:-.5pt'>
</span><span style=3D'letter-spacing:-.1pt'>where</span><span style=3D'lett=
er-spacing:
-.5pt'> </span><span style=3D'letter-spacing:-.1pt'>a</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>five-point</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Likert</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>scale</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>was</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>used,</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>the</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>same</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>as</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>in</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>indicator
</span>one, it refers to &quot;Strongly disagree&quot; and five &quot;Total=
ly
agree&quot;.</span></p>

</div>

<span lang=3DEN-US style=3D'font-size:11.0pt;line-height:103%;font-family:"=
Times New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:EN-US;mso-farea=
st-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:4.45pt'><span lang=3DEN-US><o:p>=
&nbsp;</o:p></span></p>

<h2 align=3Dleft style=3D'text-align:left'><span lang=3DEN-US style=3D'lett=
er-spacing:
-.1pt'>Hypothesis</span></h2>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:0cm;margin-bot=
tom:
0cm;margin-left:52.0pt;margin-bottom:.0001pt'><span lang=3DEN-US>The<span
style=3D'letter-spacing:-.1pt'> </span>hypotheses<span style=3D'letter-spac=
ing:
-.1pt'> </span>proposed<span style=3D'letter-spacing:-.05pt'> </span>for<sp=
an
style=3D'letter-spacing:-.05pt'> </span>the<span style=3D'letter-spacing:-.=
05pt'> </span>evaluation<span
style=3D'letter-spacing:-.05pt'> </span>are<span style=3D'letter-spacing:-.=
05pt'> </span>presented<span
style=3D'letter-spacing:-.05pt'> </span><span style=3D'letter-spacing:-.1pt=
'>below:</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:0cm;margin-right:6.15pt;mar=
gin-bottom:
0cm;margin-left:70.0pt;margin-bottom:.0001pt;text-indent:-18.0pt;line-heigh=
t:
103%;mso-list:l0 level1 lfo1;tab-stops:70.0pt'><![if !supportLists]><span
lang=3DEN-US style=3D'font-size:12.0pt;line-height:103%'><span style=3D'mso=
-list:
Ignore'>&#8226;<span style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nb=
sp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%'>H1: The perception of the
usefulness of the results is adequate for productivity or efficiency when
finding related topics.<o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.1pt;mso-list:l0 level1 lfo=
1;
tab-stops:69.95pt'><![if !supportLists]><span lang=3DEN-US style=3D'font-si=
ze: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=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>H2:<span style=3D'letter-spacing:-.3pt'> </span>=
The<span
style=3D'letter-spacing:-.05pt'> </span>results<span style=3D'letter-spacin=
g:-.1pt'>
</span>are easy<span style=3D'letter-spacing:-.05pt'> </span>to<span
style=3D'letter-spacing:-.05pt'> </span>understand<span style=3D'letter-spa=
cing:
-.05pt'> </span>and <span style=3D'letter-spacing:-.2pt'>use.</span><o:p></=
o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.6pt;mso-list:l0 level1 lfo=
1;
tab-stops:69.95pt'><![if !supportLists]><span lang=3DEN-US style=3D'font-si=
ze: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=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>H3:<span style=3D'letter-spacing:-.45pt'> </span=
>The<span
style=3D'letter-spacing:-.15pt'> </span>results<span style=3D'letter-spacin=
g:-.2pt'>
</span>have<span style=3D'letter-spacing:-.15pt'> </span>significant<span
style=3D'letter-spacing:-.2pt'> </span>value<span style=3D'letter-spacing:-=
.15pt'> </span>for<span
style=3D'letter-spacing:-.15pt'> </span>the<span style=3D'letter-spacing:-.=
2pt'>
user.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt'><span lang=3DEN-US><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=3DEN-US>The questionnaire for measuring
variables with TAM included questions about the effectiveness, precision, e=
ase
of implementation, and simplicity of the user interface of the <span
style=3D'letter-spacing:-.1pt'>results.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.75pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<h2><span lang=3DEN-US>Evaluation<span style=3D'letter-spacing:-.5pt'> </sp=
an><span
style=3D'letter-spacing:-.1pt'>Execution</span></span></h2>

<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;text-indent:
36.0pt;line-height:103%'><span lang=3DEN-US>For the evaluation to be perfor=
med
successfully, the experts were introduced to the methodology used and how t=
he
Mashup generated the results. Afterward, a demonstration<span style=3D'lett=
er-spacing:
4.0pt'> </span>and interaction were performed with each of the experts, who,
based on the results obtained, performed the provided survey.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.8pt'><span lang=3DEN-US><o:p>&n=
bsp;</o:p></span></p>

<h2><span lang=3DEN-US>Analysis<span style=3D'letter-spacing:-.35pt'> </spa=
n>and<span
style=3D'letter-spacing:-.2pt'> </span>Interpretation<span style=3D'letter-=
spacing:
-.25pt'> </span>of<span style=3D'letter-spacing:-.2pt'> </span>Collected<sp=
an
style=3D'letter-spacing:-.2pt'> Data</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=3DEN-US>The survey results included the
variables&#8217;<span style=3D'letter-spacing:-.6pt'> </span>minimum values,
maximums, and averages and<span style=3D'letter-spacing:-.75pt'> </span>the=
<span
style=3D'letter-spacing:-.5pt'> </span>scale's<span style=3D'letter-spacing=
:-.5pt'>
</span>reliability<span style=3D'letter-spacing:-.5pt'> </span>through<span
style=3D'letter-spacing:-.5pt'> </span>Cronbach's<span style=3D'letter-spac=
ing:
-.75pt'> </span>Alpha<span style=3D'letter-spacing:-.5pt'> </span>coefficie=
nt,<span
style=3D'letter-spacing:-.5pt'> </span>which<span style=3D'letter-spacing:-=
.5pt'> </span>varies<span
style=3D'letter-spacing:-.5pt'> </span>between<span style=3D'letter-spacing=
:-.5pt'>
</span>zero<span style=3D'letter-spacing:-.5pt'> </span>and one. The higher=
 the
value, the higher the internal reliability of the items.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:12.75pt'><span lang=3DEN-US><o:p=
>&nbsp;</o:p></span></p>

<h1 style=3D'margin-left:183.25pt;text-align:justify'><span lang=3DEN-US>Re=
sults<span
style=3D'letter-spacing:-.25pt'> </span>and<span style=3D'letter-spacing:-.=
25pt'> </span><span
style=3D'letter-spacing:-.1pt'>Discussion</span></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;text-indent:
36.0pt;line-height:103%'><span lang=3DEN-US>The links to related Wikipedia
articles were analyzed for their relevance to the video content. For this, =
the
Zero-shot classification technique was used. This process was divided into<=
span
style=3D'letter-spacing:-.35pt'> </span>three<span style=3D'letter-spacing:=
-.35pt'>
</span>stages:<span style=3D'letter-spacing:-.35pt'> </span><span class=3DS=
pellE>i</span>)<span
style=3D'letter-spacing:-.35pt'> </span>data<span style=3D'letter-spacing:-=
.35pt'> </span>preparation,<span
style=3D'letter-spacing:-.35pt'> </span>the<span style=3D'letter-spacing:-.=
35pt'> </span>video<span
style=3D'letter-spacing:-.35pt'> </span>transcription<span style=3D'letter-=
spacing:
-.35pt'> </span>is<span style=3D'letter-spacing:-.35pt'> </span>sent<span
style=3D'letter-spacing:-.35pt'> </span>as<span style=3D'letter-spacing:-.3=
5pt'> </span>a<span
style=3D'letter-spacing:-.35pt'> </span>premise<span style=3D'letter-spacin=
g:-.35pt'>
</span>and<span style=3D'letter-spacing:-.35pt'> </span>the<span
style=3D'letter-spacing:-.35pt'> </span>related topics as candidate labels =
to the
classifier; ii) relationship analysis, the classifier evaluates the
relationship between the premise and each candidate label, assigning a
probability score; and</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.25pt;margin-right:5.9pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span lang=3DEN-US>iii)<span style=3D'letter-spacing:-.1pt'> </span>i=
nterpretation<span
style=3D'letter-spacing:-.05pt'> </span>of<span style=3D'letter-spacing:-.0=
5pt'> </span>the<span
style=3D'letter-spacing:-.05pt'> </span>results,<span style=3D'letter-spaci=
ng:-.05pt'>
</span>the<span style=3D'letter-spacing:-.05pt'> </span>scores<span
style=3D'letter-spacing:-.05pt'> </span>are<span style=3D'letter-spacing:-.=
05pt'> </span>interpreted<span
style=3D'letter-spacing:-.05pt'> </span>as<span style=3D'letter-spacing:-.0=
5pt'> </span>percentages<span
style=3D'letter-spacing:-.1pt'> </span>of<span style=3D'letter-spacing:-.05=
pt'> </span>relevance.<span
style=3D'letter-spacing:-.7pt'> </span>A<span style=3D'letter-spacing:-.7pt=
'> </span>value
of 100% indicates a high relationship between the topic and the video.</spa=
n></p>

<p class=3DMsoBodyText style=3D'margin-top:.7pt'><span lang=3DEN-US><o:p>&n=
bsp;</o:p></span></p>

<h1 style=3D'margin-right:6.3pt'><span lang=3DEN-US>Figure<span style=3D'le=
tter-spacing:
-.25pt'> </span><span style=3D'letter-spacing:-.5pt'>2</span></span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:6=
.35pt;
margin-bottom:0cm;margin-left:16.3pt;margin-bottom:.0001pt;text-align:cente=
r'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
12.0pt;
mso-bidi-font-size:11.0pt'>Search<span style=3D'letter-spacing:-.25pt'> </s=
pan>Results<span
style=3D'letter-spacing:-.25pt'> </span>with<span style=3D'letter-spacing:-=
.25pt'> </span>Computing<span
style=3D'letter-spacing:-.2pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Topic</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_22" o:spid=3D"_x0000_s1027" type=3D"#_x0000_t75" style=
=3D'position:absolute;
  margin-left:108.8pt;margin-top:8.6pt;width:378.5pt;height:206.4pt;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"1206-RTE-36-e1_archivos/image011.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=3D145 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D505 height=3D275 src=3D"1206-RTE-36-e1_archivos/image01=
2.jpg"
   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=3DEN-US style=3D'font-si=
ze:6.0pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

</div>

<span lang=3DEN-US style=3D'font-size:6.0pt;mso-bidi-font-size:11.0pt;font-=
family:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
EN-US;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=3DWordSection12>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DEN-US><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.45pt;margin-bot=
tom:
0cm;margin-left:15.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
36.0pt;line-height:103%'><span lang=3DEN-US style=3D'font-size:12.0pt;mso-b=
idi-font-size:
11.0pt;line-height:103%'>As we can observe in Figure 2, four different them=
es
were analyzed: <i style=3D'mso-bidi-font-style:normal'>&#8220;Computer
Programming,&#8221;<span style=3D'letter-spacing:2.0pt'> </span>&#8220;Prog=
ram,&#8221;<span
style=3D'letter-spacing:2.0pt'> </span>&#8220;Programming<span style=3D'let=
ter-spacing:
2.0pt'> </span>Language,&#8221;<span style=3D'letter-spacing:2.0pt'> </span=
>and<span
style=3D'letter-spacing:2.0pt'> </span>&#8220;Code,&#8221;<span style=3D'le=
tter-spacing:
2.0pt'> </span>classified<span style=3D'letter-spacing:2.0pt'> </span>in<sp=
an
style=3D'letter-spacing:2.0pt'> </span>order of most significant relevance =
for
the analyzed video on &#8220;What is Programming.&#8221; </i>The topic <i
style=3D'mso-bidi-font-style:normal'><span style=3D'letter-spacing:-.2pt'>&=
#8220;Computer
Programming&#8221; </span></i><span style=3D'letter-spacing:-.2pt'>obtained=
 the
highest relevance with 99.41%, followed by</span><span style=3D'letter-spac=
ing:
-.5pt'> </span><i style=3D'mso-bidi-font-style:normal'><span style=3D'lette=
r-spacing:
-.2pt'>&#8220;Program&#8221; </span></i>with<span style=3D'letter-spacing:-=
.1pt'>
</span>97.47%,<span style=3D'letter-spacing:-.15pt'> </span>the<span
style=3D'letter-spacing:-.1pt'> </span>topic<span style=3D'letter-spacing:-=
.15pt'> </span><i
style=3D'mso-bidi-font-style:normal'>&#8220;Programming<span style=3D'lette=
r-spacing:
-.1pt'> </span>Language&#8221;<span style=3D'letter-spacing:-.15pt'> </span=
></i>with<span
style=3D'letter-spacing:-.1pt'> </span>92.62%,<span style=3D'letter-spacing=
:-.15pt'>
</span>and<span style=3D'letter-spacing:-.1pt'> </span>&#8220;Code&#8221;<s=
pan
style=3D'letter-spacing:-.15pt'> </span>had<span style=3D'letter-spacing:-.=
1pt'> </span>the<span
style=3D'letter-spacing:-.15pt'> </span>slightest relevance with 76.56%, wh=
ich
suggests that its connection with the video is less significant. These<span
style=3D'letter-spacing:-.35pt'> </span>results<span style=3D'letter-spacin=
g:-.35pt'>
</span>determined<span style=3D'letter-spacing:-.35pt'> </span>the<span
style=3D'letter-spacing:-.35pt'> </span>most<span style=3D'letter-spacing:-=
.3pt'> </span>relevant<span
style=3D'letter-spacing:-.35pt'> </span>and<span style=3D'letter-spacing:-.=
35pt'> </span>associated<span
style=3D'letter-spacing:-.35pt'> </span>articles<span style=3D'letter-spaci=
ng:-.35pt'>
</span>for<span style=3D'letter-spacing:-.3pt'> </span>the<span style=3D'le=
tter-spacing:
-.35pt'> </span>video.<span style=3D'letter-spacing:-.35pt'> </span>Subsequ=
ently,
these results were transferred to the Mashup as a direct link to each Wikip=
edia
article.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<h1 style=3D'margin-right:6.3pt'><span lang=3DEN-US>Figure<span style=3D'le=
tter-spacing:
-.25pt'> </span><span style=3D'letter-spacing:-.5pt'>3</span></span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:6=
.35pt;
margin-bottom:0cm;margin-left:16.3pt;margin-bottom:.0001pt;text-align:cente=
r'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
12.0pt;
mso-bidi-font-size:11.0pt'>Search<span style=3D'letter-spacing:-.4pt'> </sp=
an>Results<span
style=3D'letter-spacing:-.35pt'> </span>with<span style=3D'letter-spacing:-=
.4pt'> </span>Mathematics<span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Topic</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.2pt'><!--[if gte vml 1]><o:wrap=
block><v:shape
  id=3D"Image_x0020_23" o:spid=3D"_x0000_s1026" type=3D"#_x0000_t75" style=
=3D'position:absolute;
  margin-left:112.35pt;margin-top:6.6pt;width:372.1pt;height:211.05pt;
  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"1206-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=3D150 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D496 height=3D281 src=3D"1206-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=3DEN-US style=3D'font-si=
ze:4.5pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:2.85pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DEN-US><o:p>&nbsp;</o:p></span></i></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=3DEN-US>Figure 3 presents the analysis =
of
four different topics: &#8220;Common Factors Theory,&#8221; &#8220;Greatest
Common Divisor,&#8221; &#8220;Lowest Common Factor,&#8221; and &#8220;Facto=
r<span
style=3D'letter-spacing:-.3pt'> </span>Analysis,&#8221; classified in order=
 of
most significant relationship to the &#8220;Factorizing Algebraic
Expressions.&#8221; The most relevant topic was <i style=3D'mso-bidi-font-s=
tyle:
normal'>&#8220;Common Factor Theory&#8221; </i>with 97.96%, followed by <i
style=3D'mso-bidi-font-style:normal'>&#8220;Greatest Common <span
style=3D'letter-spacing:-.2pt'>Divisor&#8221;</span><span style=3D'letter-s=
pacing:
-.45pt'> </span></i><span style=3D'letter-spacing:-.2pt'>with</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>97.23%,</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>and</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>the</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>topic</span><span
style=3D'letter-spacing:-.4pt'> </span><i style=3D'mso-bidi-font-style:norm=
al'><span
style=3D'letter-spacing:-.2pt'>&#8220;Lowest</span><span style=3D'letter-sp=
acing:
-.45pt'> </span><span style=3D'letter-spacing:-.2pt'>Common</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>Factor&#8221;</span><span
style=3D'letter-spacing:-.45pt'> </span></i><span style=3D'letter-spacing:-=
.2pt'>with</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>94.50%.</span><span
style=3D'letter-spacing:-.4pt'> </span><i style=3D'mso-bidi-font-style:norm=
al'><span
style=3D'letter-spacing:-.2pt'>Moreover,</span><span style=3D'letter-spacin=
g:-.45pt'>
</span><span style=3D'letter-spacing:-.2pt'>&#8220;Factor </span>Analysis&#=
8221;<span
style=3D'letter-spacing:-.5pt'> </span></i>presented<span style=3D'letter-s=
pacing:
-.5pt'> </span>a<span style=3D'letter-spacing:-.5pt'> </span>lower<span
style=3D'letter-spacing:-.5pt'> </span>relevance<span style=3D'letter-spaci=
ng:-.5pt'>
</span>of<span style=3D'letter-spacing:-.5pt'> </span>91.07%.<span
style=3D'letter-spacing:-.7pt'> </span>With<span style=3D'letter-spacing:-.=
5pt'> </span>these<span
style=3D'letter-spacing:-.5pt'> </span>ratings,<span style=3D'letter-spacin=
g:-.5pt'>
</span>the<span style=3D'letter-spacing:-.5pt'> </span>topics<span
style=3D'letter-spacing:-.5pt'> </span>most<span style=3D'letter-spacing:-.=
5pt'> </span>related<span
style=3D'letter-spacing:-.5pt'> </span>to the video analyzed were determine=
d to
be viewed as part of the <i style=3D'mso-bidi-font-style:normal'>Mashup</i>=
.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DEN-US><o:p>&n=
bsp;</o:p></span></p>

<h1 style=3D'margin-top:.05pt;margin-right:0cm;margin-bottom:0cm;margin-lef=
t:
15.95pt;margin-bottom:.0001pt;text-align:justify'><span lang=3DEN-US>TAM<sp=
an
style=3D'letter-spacing:-.7pt'> </span>Evaluation<span style=3D'letter-spac=
ing:
-.7pt'> </span><span style=3D'letter-spacing:-.1pt'>Results</span></span></=
h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.7pt;margin-b=
ottom:
0cm;margin-left:15.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
36.0pt;line-height:103%'><span lang=3DEN-US>Through<span style=3D'letter-sp=
acing:
1.95pt'> </span>the<span style=3D'letter-spacing:1.95pt'> </span>results<sp=
an
style=3D'letter-spacing:1.95pt'> </span>obtained<span style=3D'letter-spaci=
ng:1.95pt'>
</span>in<span style=3D'letter-spacing:1.95pt'> </span>the<span style=3D'le=
tter-spacing:
1.95pt'> </span>survey,<span style=3D'letter-spacing:1.95pt'> </span>Cronba=
ch's<span
style=3D'letter-spacing:1.95pt'> </span>alpha<span style=3D'letter-spacing:=
1.95pt'>
</span>coefficient<span style=3D'letter-spacing:1.95pt'> </span>was<span
style=3D'letter-spacing:1.95pt'> </span>used to evaluate the internal relia=
bility
of the questionnaire and its results. The consistency and correlation betwe=
en
the items that measure each variable are indicated to evaluate its validity.
Below are the scales used to measure the level of reliability:</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.75pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.05pt;margin-right:5.7pt;
margin-bottom:0cm;margin-left:69.95pt;margin-bottom:.0001pt;text-indent:-18=
.0pt;
line-height:103%;mso-list:l0 level1 lfo1;tab-stops:69.95pt'><![if !supportL=
ists]><span
lang=3DEN-US style=3D'font-size:12.0pt;line-height:103%'><span style=3D'mso=
-list:
Ignore'>&#8226;<span style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nb=
sp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>0.90</span=
><span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%;
letter-spacing:-.35pt'> </span><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>or</span><=
span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%;
letter-spacing:-.35pt'> </span><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>higher:</s=
pan><span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%;
letter-spacing:-.35pt'> </span><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>Excellent<=
/span><span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%;
letter-spacing:-.35pt'> </span><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>reliabilit=
y.</span><span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%;
letter-spacing:-.55pt'> </span><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>The</span>=
<span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%;
letter-spacing:-.35pt'> </span><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>items</spa=
n><span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%;
letter-spacing:-.35pt'> </span><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>are</span>=
<span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%;
letter-spacing:-.35pt'> </span><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>highly</sp=
an><span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%;
letter-spacing:-.35pt'> </span><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>correlated=
,</span><span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%;
letter-spacing:-.35pt'> </span><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>and</span>=
<span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%;
letter-spacing:-.35pt'> </span><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>the</span>=
<span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%;
letter-spacing:-.35pt'> </span><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>variable <=
/span><span
lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:103%'>is
consistently measured.<o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.1pt;margin-right:5.9pt;mar=
gin-bottom:
0cm;margin-left:69.95pt;margin-bottom:.0001pt;text-indent:-18.0pt;line-heig=
ht:
103%;mso-list:l0 level1 lfo1;tab-stops:69.95pt'><![if !supportLists]><span
lang=3DEN-US style=3D'font-size:12.0pt;line-height:103%'><span style=3D'mso=
-list:
Ignore'>&#8226;<span style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nb=
sp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%'>0.80<span style=3D'letter-spaci=
ng:
-.5pt'> </span>to<span style=3D'letter-spacing:-.5pt'> </span>0.89:<span
style=3D'letter-spacing:-.5pt'> </span>Good<span style=3D'letter-spacing:-.=
5pt'> </span>reliability.<span
style=3D'letter-spacing:-.75pt'> </span>The<span style=3D'letter-spacing:-.=
55pt'> </span>items<span
style=3D'letter-spacing:-.55pt'> </span>are<span style=3D'letter-spacing:-.=
55pt'> </span>moderately<span
style=3D'letter-spacing:-.5pt'> </span>correlated,<span style=3D'letter-spa=
cing:
-.55pt'> </span>and<span style=3D'letter-spacing:-.55pt'> </span>the<span
style=3D'letter-spacing:-.55pt'> </span>variable is measured consistently.<=
o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.1pt;margin-right:5.75pt;
margin-bottom:0cm;margin-left:69.95pt;margin-bottom:.0001pt;text-indent:-18=
.0pt;
line-height:103%;mso-list:l0 level1 lfo1;tab-stops:69.95pt'><![if !supportL=
ists]><span
lang=3DEN-US style=3D'font-size:12.0pt;line-height:103%'><span style=3D'mso=
-list:
Ignore'>&#8226;<span style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nb=
sp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%'>0.70 to 0.79: Acceptable
reliability. The items are moderately correlated, and the variable is measu=
red
acceptably.<o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.1pt;margin-right:6.15pt;
margin-bottom:0cm;margin-left:69.95pt;margin-bottom:.0001pt;text-indent:-18=
.0pt;
line-height:103%;mso-list:l0 level1 lfo1;tab-stops:69.95pt'><![if !supportL=
ists]><span
lang=3DEN-US style=3D'font-size:12.0pt;line-height:103%'><span style=3D'mso=
-list:
Ignore'>&#8226;<span style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nb=
sp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%'>0.60<span style=3D'letter-spaci=
ng:
-.75pt'> </span>to<span style=3D'letter-spacing:-.75pt'> </span>0.69:<span
style=3D'letter-spacing:-.75pt'> </span>Reliable<span style=3D'letter-spaci=
ng:-.75pt'>
</span>in<span style=3D'letter-spacing:-.75pt'> </span>certain<span
style=3D'letter-spacing:-.75pt'> </span>circumstances.<span style=3D'letter=
-spacing:
-.75pt'> </span>The<span style=3D'letter-spacing:-.75pt'> </span>items<span
style=3D'letter-spacing:-.75pt'> </span>are<span style=3D'letter-spacing:-.=
75pt'> </span>weakly<span
style=3D'letter-spacing:-.75pt'> </span>correlated,<span style=3D'letter-sp=
acing:
-.75pt'> </span>and the variable is measured moderately.<o:p></o:p></span><=
/p>

</div>

<span lang=3DEN-US style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line=
-height:
103%;font-family:"Times New Roman",serif;mso-fareast-font-family:"Times New=
 Roman";
mso-ansi-language:EN-US;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=3DWordSection13>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DEN-US><o:p>=
&nbsp;</o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:0cm;margin-right:5.85pt;mar=
gin-bottom:
0cm;margin-left:70.0pt;margin-bottom:.0001pt;text-indent:-18.0pt;line-heigh=
t:
103%;mso-list:l0 level1 lfo1;tab-stops:70.0pt'><![if !supportLists]><span
lang=3DEN-US style=3D'font-size:12.0pt;line-height:103%'><span style=3D'mso=
-list:
Ignore'>&#8226;<span style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nb=
sp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%'>Less than 0.60: Low reliability.
The items are weakly correlated, and the variable needs to be measured
consistently.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.7pt'><span lang=3DEN-US><o:p>&n=
bsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.05pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DEN-US>The results indicated that
participants perceived the results as practical, easy to use, and<span
style=3D'letter-spacing:-.3pt'> </span>valuable.<span style=3D'letter-spaci=
ng:-.2pt'>
</span>Cronbach's<span style=3D'letter-spacing:-.75pt'> </span>Alpha<span
style=3D'letter-spacing:-.2pt'> </span>coefficient<span style=3D'letter-spa=
cing:
-.2pt'> </span>was<span style=3D'letter-spacing:-.2pt'> </span>0.85,<span
style=3D'letter-spacing:-.2pt'> </span>indicating<span style=3D'letter-spac=
ing:
-.25pt'> </span>solid<span style=3D'letter-spacing:-.2pt'> </span>variables=
<span
style=3D'letter-spacing:-.25pt'> </span>and<span style=3D'letter-spacing:-.=
2pt'> </span>responses&#8217;
internal consistency.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.75pt'><span lang=3DEN-US><o:p>&=
nbsp;</o:p></span></p>

<h1 align=3Dleft style=3D'margin-left:16.0pt;text-align:left'><span lang=3D=
EN-US
style=3D'letter-spacing:-.1pt'>Validation</span><span lang=3DEN-US
style=3D'letter-spacing:-.25pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>of</span><span lang=3DEN-US style=3D'letter-spacing:-.15pt'> </span>=
<span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>Hypotheses</span></h1>

<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=3DEN-US>In this section, the hypotheses
raised at the beginning of the study are examined using the results obtained
from the survey.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.7pt'><span lang=3DEN-US><o:p>&n=
bsp;</o:p></span></p>

<p class=3DMsoListParagraph style=3D'text-align:justify;mso-list:l0 level1 =
lfo1;
tab-stops:69.95pt'><![if !supportLists]><span lang=3DEN-US style=3D'font-si=
ze: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=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>Hypothesis<span style=3D'letter-spacing:-.3pt'> =
</span>1:<span
style=3D'letter-spacing:-.75pt'> </span>Are<span style=3D'letter-spacing:-.=
2pt'> </span>the<span
style=3D'letter-spacing:-.15pt'> </span>results<span style=3D'letter-spacin=
g:-.2pt'>
</span>helpful<span style=3D'letter-spacing:-.15pt'> </span>in<span
style=3D'letter-spacing:-.2pt'> </span>finding<span style=3D'letter-spacing=
:-.15pt'>
</span>related<span style=3D'letter-spacing:-.15pt'> </span><span
style=3D'letter-spacing:-.1pt'>topics?</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.65pt;margin-=
bottom:
0cm;margin-left:71.7pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span lang=3DEN-US>The analysis of the average value for the variable
&quot;perception of the usefulness of the results&quot; was 4.16, indicating
that the participants consider the results obtained helpful in terms of
productivity and efficiency, validating hypothesis 1.</span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.15pt;text-align:justify;
mso-list:l0 level1 lfo1;tab-stops:69.95pt'><![if !supportLists]><span
lang=3DEN-US style=3D'font-size:12.0pt'><span style=3D'mso-list:Ignore'>&#8=
226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>Hypothesis<span style=3D'letter-spacing:-.15pt'>=
 </span>2:<span
style=3D'letter-spacing:-.75pt'> </span>Are<span style=3D'letter-spacing:-.=
1pt'> </span>the<span
style=3D'letter-spacing:-.1pt'> </span>results<span style=3D'letter-spacing=
:-.15pt'>
</span>easy<span style=3D'letter-spacing:-.05pt'> </span>to<span
style=3D'letter-spacing:-.1pt'> </span>understand<span style=3D'letter-spac=
ing:
-.1pt'> </span>and<span style=3D'letter-spacing:-.05pt'> </span><span
style=3D'letter-spacing:-.2pt'>use?</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.55pt;margin-=
bottom:
0cm;margin-left:71.7pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span lang=3DEN-US>The average value for the variable &quot;perceived=
 ease
of use of the results&quot; was 4.5, <span style=3D'letter-spacing:-.2pt'>i=
ndicating</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>that</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>participants</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>consider</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>the</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>results</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>easy</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>to</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>understand</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>and</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>use,</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>supporting
</span>hypothesis 2.</span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.15pt;text-align:justify;
mso-list:l0 level1 lfo1;tab-stops:69.95pt'><![if !supportLists]><span
lang=3DEN-US style=3D'font-size:12.0pt'><span style=3D'mso-list:Ignore'>&#8=
226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DEN-US style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>Hypothesis<span style=3D'letter-spacing:-.15pt'>=
 </span>3:<span
style=3D'letter-spacing:-.1pt'> </span>Do<span style=3D'letter-spacing:-.05=
pt'> </span>the<span
style=3D'letter-spacing:-.1pt'> </span>results<span style=3D'letter-spacing=
:-.15pt'>
</span>generate<span style=3D'letter-spacing:-.05pt'> </span>trust<span
style=3D'letter-spacing:-.1pt'> </span>in<span style=3D'letter-spacing:-.1p=
t'> </span>the<span
style=3D'letter-spacing:-.05pt'> </span><span style=3D'letter-spacing:-.1pt=
'>user?</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.5pt;margin-b=
ottom:
0cm;margin-left:71.7pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span lang=3DEN-US>The average value for the variable &quot;attitude =
toward
use&quot; was 4.13, indicating that participants perceived significant valu=
e in
the results and trust in their operation, validating hypothesis 3.</span></=
p>

<p class=3DMsoBodyText style=3D'margin-top:.75pt'><span lang=3DEN-US><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=3DEN-US style=3D'letter-spacing:-.1pt'>=
The</span><span
lang=3DEN-US style=3D'letter-spacing:-.25pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>average</span><span lang=3DEN-US style=3D'le=
tter-spacing:
-.25pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>results</=
span><span
lang=3DEN-US style=3D'letter-spacing:-.25pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>of</span><span lang=3DEN-US style=3D'letter-=
spacing:
-.3pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>the</span>=
<span
lang=3DEN-US style=3D'letter-spacing:-.25pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>survey</span><span lang=3DEN-US style=3D'let=
ter-spacing:
-.25pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>supported=
</span><span
lang=3DEN-US style=3D'letter-spacing:-.25pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>the</span><span lang=3DEN-US style=3D'letter=
-spacing:
-.3pt'> </span><span lang=3DEN-US style=3D'letter-spacing:-.1pt'>three</spa=
n><span
lang=3DEN-US style=3D'letter-spacing:-.25pt'> </span><span lang=3DEN-US
style=3D'letter-spacing:-.1pt'>hypotheses</span><span lang=3DEN-US
style=3D'letter-spacing:-.25pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>stated.</span><span lang=3DEN-US style=3D'letter-spacing:-.5pt'> </s=
pan><span
lang=3DEN-US style=3D'letter-spacing:-.1pt'>The</span><span lang=3DEN-US
style=3D'letter-spacing:-.25pt'> </span><span lang=3DEN-US style=3D'letter-=
spacing:
-.1pt'>participants </span><span lang=3DEN-US>perceived<span style=3D'lette=
r-spacing:
-.5pt'> </span>that<span style=3D'letter-spacing:-.5pt'> </span>the<span
style=3D'letter-spacing:-.5pt'> </span>proposed<span style=3D'letter-spacin=
g:-.5pt'>
</span>methodology<span style=3D'letter-spacing:-.5pt'> </span>was<span
style=3D'letter-spacing:-.5pt'> </span>practical,<span style=3D'letter-spac=
ing:
-.5pt'> </span>easy<span style=3D'letter-spacing:-.5pt'> </span>to<span
style=3D'letter-spacing:-.5pt'> </span>use,<span style=3D'letter-spacing:-.=
5pt'> </span>and<span
style=3D'letter-spacing:-.5pt'> </span>generated<span style=3D'letter-spaci=
ng:-.5pt'>
</span>trust,<span style=3D'letter-spacing:-.5pt'> </span>which suggests po=
sitive
acceptance by users.<span style=3D'letter-spacing:-.05pt'> </span>These res=
ults
are a positive indicator that the proposed methodology has the potential to=
 be
a valuable tool for effectively identifying related topics<span
style=3D'letter-spacing:4.0pt'> </span>in YouTube videos. However, several =
video
themes could hinder the developed system, and the keyword extraction techni=
que
may not be the most effective in some cases. Therefore, it<span
style=3D'letter-spacing:4.0pt'> </span>is necessary to investigate new tech=
niques
and more advanced algorithms. Finally, the results of this research highlig=
ht
the marked disparity between the quantity and quality of pre-trained langua=
ge<span
style=3D'letter-spacing:-.1pt'> </span>models<span style=3D'letter-spacing:=
-.15pt'>
</span>available<span style=3D'letter-spacing:-.1pt'> </span>in<span
style=3D'letter-spacing:-.1pt'> </span>Spanish<span style=3D'letter-spacing=
:-.1pt'>
</span>and<span style=3D'letter-spacing:-.1pt'> </span>English.<span
style=3D'letter-spacing:-.35pt'> </span>This<span style=3D'letter-spacing:-=
.1pt'> </span>gap<span
style=3D'letter-spacing:-.1pt'> </span>shows<span style=3D'letter-spacing:-=
.1pt'> </span>the<span
style=3D'letter-spacing:-.1pt'> </span>urgent<span style=3D'letter-spacing:=
-.1pt'> </span>need<span
style=3D'letter-spacing:-.1pt'> </span>to<span style=3D'letter-spacing:-.1p=
t'> </span>develop
more models in Spanish to democratize access to artificial intelligence
technologies in the Spanish-speaking world.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:13.15pt'><span lang=3DEN-US><o:p=
>&nbsp;</o:p></span></p>

<h1 style=3D'margin-right:6.35pt'><span lang=3DEN-US style=3D'letter-spacin=
g:-.1pt'>Conclusions</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.5pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DEN-US>This study implemented a proces=
s of
identifying and extracting relate<a name=3D"_Hlk86590003"></a>d topics from=
 <span
style=3D'letter-spacing:-.1pt'>YouTube</span><span style=3D'letter-spacing:=
-.65pt'>
</span><span style=3D'letter-spacing:-.1pt'>videos.</span><span style=3D'le=
tter-spacing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>Text</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>mining</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>and</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>NLP</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>techniques,</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>such</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>as</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>YAKE!</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>and</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Zero-shot</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>classification,
</span>were combined to perform the task. Two specific subject areas were
selected to evaluate the effectiveness of this methodology: computer science
and mathematics. Experiments were performed in both fields to analyze the
results obtained and compare the performance of the different techniques.</=
span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DEN-US><o:p>&n=
bsp;</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=3DEN-US>The results were obtained throu=
gh the
application of the YAKE! The tool accurately revealed<span style=3D'letter-=
spacing:
-.75pt'> </span>the<span style=3D'letter-spacing:-.65pt'> </span>relevant<s=
pan
style=3D'letter-spacing:-.65pt'> </span>themes<span style=3D'letter-spacing=
:-.7pt'>
</span>in<span style=3D'letter-spacing:-.65pt'> </span>the<span style=3D'le=
tter-spacing:
-.65pt'> </span>analyzed<span style=3D'letter-spacing:-.65pt'> </span>video=
s'<span
style=3D'letter-spacing:-.7pt'> </span>transcripts.<span style=3D'letter-sp=
acing:
-.75pt'> </span>This<span style=3D'letter-spacing:-.7pt'> </span>tool<span
style=3D'letter-spacing:-.65pt'> </span>proved<span style=3D'letter-spacing=
:-.65pt'>
</span>to<span style=3D'letter-spacing:-.65pt'> </span>be<span style=3D'let=
ter-spacing:
-.65pt'> </span>effective in extracting relevant keywords and concepts from
poorly structured text. On the other hand, <span style=3D'letter-spacing:-.=
2pt'>NLP</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.2pt=
'>was</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>essential</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>in</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>preparing</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>the</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>data</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>for</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>all</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>processes,</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>reducing</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>dimensionality,</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>and</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>improving
</span>its<span style=3D'letter-spacing:.35pt'> </span>quality.<span
style=3D'letter-spacing:.15pt'> </span>The<span style=3D'letter-spacing:.35=
pt'> </span>Zero-shot<span
style=3D'letter-spacing:.35pt'> </span>classification<span style=3D'letter-=
spacing:
.35pt'> </span>technique<span style=3D'letter-spacing:.35pt'> </span>allowe=
d<span
style=3D'letter-spacing:.4pt'> </span>us<span style=3D'letter-spacing:.35pt=
'> </span>to<span
style=3D'letter-spacing:.35pt'> </span>objectively<span style=3D'letter-spa=
cing:
.35pt'> </span>evaluate<span style=3D'letter-spacing:.35pt'> </span><span
style=3D'letter-spacing:-.1pt'>whether</span></span></p>

</div>

<span lang=3DEN-US style=3D'font-size:11.0pt;line-height:103%;font-family:"=
Times New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:EN-US;mso-farea=
st-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:4.65pt'><span lang=3DEN-US><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;line-height:
103%'><span lang=3DEN-US>the extracted themes aligned with the video's gene=
ral
content. By assigning a score to each topic,<span style=3D'letter-spacing:-=
.65pt'>
</span>it<span style=3D'letter-spacing:-.65pt'> </span>was<span style=3D'le=
tter-spacing:
-.65pt'> </span>possible<span style=3D'letter-spacing:-.65pt'> </span>to<sp=
an
style=3D'letter-spacing:-.65pt'> </span>establish<span style=3D'letter-spac=
ing:
-.65pt'> </span>a<span style=3D'letter-spacing:-.65pt'> </span>relevance<sp=
an
style=3D'letter-spacing:-.65pt'> </span>ranking<span style=3D'letter-spacin=
g:-.65pt'>
</span>and<span style=3D'letter-spacing:-.65pt'> </span>discard<span
style=3D'letter-spacing:-.65pt'> </span>those<span style=3D'letter-spacing:=
-.65pt'>
</span>unrelated<span style=3D'letter-spacing:-.65pt'> </span>to<span
style=3D'letter-spacing:-.65pt'> </span>the<span style=3D'letter-spacing:-.=
65pt'> </span>original
video. Visualizing results through a web mashup, which connected the identi=
fied
topics with <span style=3D'letter-spacing:-.1pt'>Wikipedia</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>articles,</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>provided</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'=
>powerful</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>tool</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>for</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>exploring</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>and</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>understanding</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>the</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>data,</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>enriching
</span>its analysis. In conclusion, combining YAKE! NLP techniques, Zero-sh=
ot
classification, and visualization<span style=3D'letter-spacing:-.75pt'> </s=
pan>through<span
style=3D'letter-spacing:-.75pt'> </span>a<span style=3D'letter-spacing:-.75=
pt'> </span>web<span
style=3D'letter-spacing:-.75pt'> </span>mashup<span style=3D'letter-spacing=
:-.75pt'>
</span>allowed<span style=3D'letter-spacing:-.75pt'> </span>us<span
style=3D'letter-spacing:-.75pt'> </span>to<span style=3D'letter-spacing:-.7=
5pt'> </span>achieve<span
style=3D'letter-spacing:-.75pt'> </span>the<span style=3D'letter-spacing:-.=
75pt'> </span>objectives<span
style=3D'letter-spacing:-.75pt'> </span>proposed<span style=3D'letter-spaci=
ng:-.75pt'>
</span>in<span style=3D'letter-spacing:-.75pt'> </span>this<span
style=3D'letter-spacing:-.75pt'> </span>study. It was possible to accurately
identify the main themes of the videos, evaluate their relevance, and provi=
de
an interactive tool for exploring related information.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:13.0pt'><span lang=3DEN-US><o:p>=
&nbsp;</o:p></span></p>

<h1 style=3D'margin-right:6.35pt'><span lang=3DEN-US style=3D'letter-spacin=
g:-.1pt'>Acknowledgments</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.85pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DEN-US>This<span style=3D'letter-spaci=
ng:-.35pt'>
</span>work<span style=3D'letter-spacing:-.3pt'> </span>was<span
style=3D'letter-spacing:-.35pt'> </span>partially<span style=3D'letter-spac=
ing:
-.35pt'> </span>supported<span style=3D'letter-spacing:-.35pt'> </span>by<s=
pan
style=3D'letter-spacing:-.35pt'> </span>the<span style=3D'letter-spacing:-.=
55pt'> </span>Vice<span
style=3D'letter-spacing:-.35pt'> </span>rectorate<span style=3D'letter-spac=
ing:
-.35pt'> </span>of<span style=3D'letter-spacing:-.35pt'> </span>Research<sp=
an
style=3D'letter-spacing:-.35pt'> </span>at<span style=3D'letter-spacing:-.3=
5pt'> </span>Universidad<span
style=3D'letter-spacing:-.35pt'> </span>del Azuay for their financial and
academic support and the entire staff in the Computer Science Research &amp;
Development Laboratory (LIDI).</span></p>

<p class=3DMsoBodyText style=3D'margin-top:12.75pt'><span lang=3DEN-US><o:p=
>&nbsp;</o:p></span></p>

<h1 style=3D'margin-right:6.35pt'><span lang=3DEN-US style=3D'letter-spacin=
g:-.1pt'>References</span></h1>

<p class=3DMsoNormal style=3D'margin-top:1.05pt;margin-right:5.55pt;margin-=
bottom:
0cm;margin-left:52.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
-36.0pt;line-height:112%'><span lang=3DEN-US style=3D'font-size:10.0pt;mso-=
bidi-font-size:
11.0pt;line-height:112%;letter-spacing:-.1pt'>Burstein, J. (2009).
Opportunities for natural language processing research in education.</span>=
<span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:112%;
letter-spacing:-.4pt'> </span><i style=3D'mso-bidi-font-style:normal'><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:112%;
letter-spacing:-.1pt'>Computational Linguistics </span></i><i style=3D'mso-=
bidi-font-style:
normal'><span lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.=
0pt;
line-height:112%'>and Intelligent Text Processing: 10th International
Conference, <span class=3DSpellE>CICLing</span> 2009, Mexico City, Mexico, =
March
1-7, 2009</span></i><span lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-f=
ont-size:
11.0pt;line-height:112%'>. Proceedings 10, 6-27.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.55pt'><span lang=3DEN-US
style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></spa=
n></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.8pt;margin-bott=
om:0cm;
margin-left:52.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:-36=
.0pt;
line-height:112%'><span lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-fon=
t-size:
11.0pt;line-height:112%'>Campos,<span style=3D'letter-spacing:-.65pt'> </sp=
an>R.,<span
style=3D'letter-spacing:-.6pt'> </span><span class=3DSpellE>Mangaravite</sp=
an>,<span
style=3D'letter-spacing:-.65pt'> </span>V.,<span style=3D'letter-spacing:-.=
6pt'> </span>Pasquali,<span
style=3D'letter-spacing:-.65pt'> </span>A.,<span style=3D'letter-spacing:-.=
6pt'> </span>Jorge,<span
style=3D'letter-spacing:-.65pt'> </span>A.,<span style=3D'letter-spacing:-.=
6pt'> </span>Nunes,<span
style=3D'letter-spacing:-.65pt'> </span>C.,<span style=3D'letter-spacing:-.=
6pt'> </span>&amp;<span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE>Jatowt</span>,=
<span
style=3D'letter-spacing:-.6pt'> </span>A.<span style=3D'letter-spacing:-.65=
pt'> </span>(2020).<span
style=3D'letter-spacing:-.6pt'> </span>YAKE!<span style=3D'letter-spacing:-=
.65pt'> </span>Keyword<span
style=3D'letter-spacing:-.6pt'> </span>extraction from single documents usi=
ng
multiple local features. <i style=3D'mso-bidi-font-style:normal'>Information
Sciences</i>, 509, 257-289. </span><span lang=3DEN-US><a
href=3D"https://doi.org/10.1016/j.ins.2019.09.013"><span style=3D'font-size=
:10.0pt;
mso-bidi-font-size:11.0pt;line-height:112%;color:windowtext;text-decoration:
none;text-underline:none'>https://doi.</span></a></span><span lang=3DEN-US
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:112%'> </sp=
an><span
lang=3DEN-US><a href=3D"https://doi.org/10.1016/j.ins.2019.09.013"><span
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:112%;color:=
windowtext;
letter-spacing:-.1pt;text-decoration:none;text-underline:none'>org/10.1016/=
j.ins.2019.09.013</span></a></span><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:112%'><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><span lang=3DEN-US 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:112%'><span lang=3DEN-US style=3D'font-size:10.0pt;mso-=
bidi-font-size:
11.0pt;line-height:112%'>Chang, A., Savva, M., &amp; Manning, C. D. (2014).
Semantic parsing for text to 3d scene generation.<span style=3D'letter-spac=
ing:
-.05pt'> </span><i style=3D'mso-bidi-font-style:normal'>Proceedings of the =
ACL
2014 workshop on semantic parsing</i>, 17-21.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><span lang=3DEN-US 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:5.9pt;margin-bott=
om:0cm;
margin-left:52.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:-36=
.0pt;
line-height:112%'><span lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-fon=
t-size:
11.0pt;line-height:112%'>Devlin,<span style=3D'letter-spacing:-.15pt'> </sp=
an>J.,<span
style=3D'letter-spacing:-.15pt'> </span>Chang,<span style=3D'letter-spacing=
:-.15pt'>
</span>M.-W.,<span style=3D'letter-spacing:-.15pt'> </span>Lee,<span
style=3D'letter-spacing:-.15pt'> </span>K.,<span style=3D'letter-spacing:-.=
15pt'> </span>&amp;<span
style=3D'letter-spacing:-.15pt'> </span>Toutanova,<span style=3D'letter-spa=
cing:
-.15pt'> </span>K.<span style=3D'letter-spacing:-.15pt'> </span>(2018).<span
style=3D'letter-spacing:-.15pt'> </span>Bert:<span style=3D'letter-spacing:=
-.15pt'>
</span>Pre-training<span style=3D'letter-spacing:-.15pt'> </span>of<span
style=3D'letter-spacing:-.15pt'> </span>deep<span style=3D'letter-spacing:-=
.15pt'> </span>bidirectional<span
style=3D'letter-spacing:-.15pt'> </span>transformers for language understan=
ding. <span
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>arXiv</i></span><i
style=3D'mso-bidi-font-style:normal'> preprint arXiv:1810.04805</i>.<o:p></=
o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.55pt'><span lang=3DEN-US
style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></spa=
n></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-left:10.05pt;text-align=
:center'><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Ferreira-=
Mello,<span
style=3D'letter-spacing:.7pt'> </span>R.,<span style=3D'letter-spacing:.75p=
t'> </span>Andr&eacute;,<span
style=3D'letter-spacing:.75pt'> </span>M.,<span style=3D'letter-spacing:.75=
pt'> </span>Pinheiro,<span
style=3D'letter-spacing:.75pt'> </span>A.,<span style=3D'letter-spacing:.7p=
t'> </span>Costa,<span
style=3D'letter-spacing:.75pt'> </span>E.,<span style=3D'letter-spacing:.75=
pt'> </span>&amp;<span
style=3D'letter-spacing:.75pt'> </span>Romero,<span style=3D'letter-spacing=
:.75pt'>
</span>C.<span style=3D'letter-spacing:.75pt'> </span>(2019).<span
style=3D'letter-spacing:.7pt'> </span>Text<span style=3D'letter-spacing:.75=
pt'> </span>mining<span
style=3D'letter-spacing:.75pt'> </span>in<span style=3D'letter-spacing:.75p=
t'> </span>education.<span
style=3D'letter-spacing:1.05pt'> </span><i style=3D'mso-bidi-font-style:nor=
mal'><span
style=3D'letter-spacing:-.1pt'>Wiley</span><o:p></o:p></i></span></p>

<p class=3DMsoNormal style=3D'margin-top:1.5pt;margin-right:0cm;margin-bott=
om:0cm;
margin-left:52.0pt;margin-bottom:.0001pt'><i style=3D'mso-bidi-font-style:n=
ormal'><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Interdisc=
iplinary<span
style=3D'letter-spacing:-.1pt'> </span>Reviews:<span style=3D'letter-spacin=
g:-.1pt'>
</span>Data<span style=3D'letter-spacing:-.05pt'> </span>Mining<span
style=3D'letter-spacing:-.1pt'> </span>and<span style=3D'letter-spacing:-.1=
pt'> </span>Knowledge<span
style=3D'letter-spacing:-.05pt'> </span>Discovery</span></i><span lang=3DEN=
-US
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>,<span style=3D'letter=
-spacing:
-.1pt'> </span>9(6),<span style=3D'letter-spacing:-.05pt'> </span><span
style=3D'letter-spacing:-.1pt'>e1332.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:2.0pt'><span lang=3DEN-US
style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></spa=
n></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.9pt;margin-bott=
om:0cm;
margin-left:52.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:-36=
.0pt;
line-height:112%'><span lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-fon=
t-size:
11.0pt;line-height:112%'>Hsin,<span style=3D'letter-spacing:-.15pt'> </span=
>W.-J.,<span
style=3D'letter-spacing:-.15pt'> </span>&amp;<span style=3D'letter-spacing:=
-.15pt'>
</span><span class=3DSpellE>Cigas</span>,<span style=3D'letter-spacing:-.15=
pt'> </span>J.<span
style=3D'letter-spacing:-.15pt'> </span>(2013).<span style=3D'letter-spacin=
g:-.15pt'>
</span>Short<span style=3D'letter-spacing:-.15pt'> </span>videos<span
style=3D'letter-spacing:-.15pt'> </span>improve<span style=3D'letter-spacin=
g:-.15pt'>
</span>student<span style=3D'letter-spacing:-.15pt'> </span>learning<span
style=3D'letter-spacing:-.15pt'> </span>in<span style=3D'letter-spacing:-.1=
5pt'> </span>online<span
style=3D'letter-spacing:-.15pt'> </span>education.<span style=3D'letter-spa=
cing:
-.15pt'> </span><i style=3D'mso-bidi-font-style:normal'>J.<span style=3D'le=
tter-spacing:
-.15pt'> </span><span class=3DSpellE>Comput</span>.<span style=3D'letter-sp=
acing:
-.15pt'> </span>Sci.<span style=3D'letter-spacing:-.15pt'> </span>Coll.</i>,
28(5), 253-259.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><span lang=3DEN-US 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:.1=
pt;
margin-bottom:0cm;margin-left:10.05pt;margin-bottom:.0001pt;text-align:cent=
er'><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Litman,<s=
pan
style=3D'letter-spacing:-.3pt'> </span>D.<span style=3D'letter-spacing:-.25=
pt'> </span>(2016).<span
style=3D'letter-spacing:-.25pt'> </span>Natural<span style=3D'letter-spacin=
g:-.25pt'>
</span>Language<span style=3D'letter-spacing:-.3pt'> </span>Processing<span
style=3D'letter-spacing:-.25pt'> </span>for<span style=3D'letter-spacing:-.=
25pt'> </span>Enhancing<span
style=3D'letter-spacing:-.25pt'> </span>Teaching<span style=3D'letter-spaci=
ng:-.25pt'>
</span>and<span style=3D'letter-spacing:-.3pt'> </span>Learning.<span
style=3D'letter-spacing:-.25pt'> </span><i style=3D'mso-bidi-font-style:nor=
mal'>Proceedings<span
style=3D'letter-spacing:-.25pt'> </span>of<span style=3D'letter-spacing:-.2=
5pt'> </span>the<span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.2pt=
'>AAAI</span><o:p></o:p></i></span></p>

<p class=3DMsoNormal style=3D'margin-top:1.5pt;margin-right:0cm;margin-bott=
om:0cm;
margin-left:52.0pt;margin-bottom:.0001pt'><i style=3D'mso-bidi-font-style:n=
ormal'><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Conferenc=
e<span
style=3D'letter-spacing:-.3pt'> </span>on<span style=3D'letter-spacing:-.5p=
t'> </span>Artificial<span
style=3D'letter-spacing:-.25pt'> </span>Intelligence</span></i><span lang=
=3DEN-US
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>,<span style=3D'letter=
-spacing:
-.3pt'> </span>30(1).<span style=3D'letter-spacing:-.3pt'> </span></span><s=
pan
lang=3DEN-US><a href=3D"https://doi.org/10.1609/aaai.v30i1.9879"><span
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;color:windowtext;letter=
-spacing:
-.1pt;text-decoration:none;text-underline:none'>https://doi.org/10.1609/aaa=
i.v30i1.9879</span></a></span><span
lang=3DEN-US 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:2.0pt'><span lang=3DEN-US
style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></spa=
n></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:0cm;margin-right:6.=
45pt;
margin-bottom:0cm;margin-left:16.3pt;margin-bottom:.0001pt;text-align:cente=
r'><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spa=
cing:
-.1pt'>Litvak, M.</span><span lang=3DEN-US style=3D'font-size:10.0pt;mso-bi=
di-font-size:
11.0pt;letter-spacing:-.05pt'> </span><span lang=3DEN-US style=3D'font-size=
:10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>(2019).</span><span lang=3D=
EN-US
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.05pt'>=
 </span><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>Deep Dive</span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.05pt'> </span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>into</span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.3pt'> </span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>Authorship</span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.05pt'> </span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>Verification</span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.05pt'> </span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>of Email</span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.05pt'> </span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>Messages</span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.05pt'> </span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>with Convolutional</span></=
i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.05pt'> </span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>Neural</span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.05pt'> </span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>Network</span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoNormal style=3D'margin-top:1.5pt;margin-right:0cm;margin-bott=
om:0cm;
margin-left:52.0pt;margin-bottom:.0001pt'><span lang=3DEN-US style=3D'font-=
size:
10.0pt;mso-bidi-font-size:11.0pt'>(pp. 129-136). </span><span lang=3DEN-US>=
<a
href=3D"https://doi.org/10.1007/978-3-030-11680-4_14"><span style=3D'font-s=
ize:
10.0pt;mso-bidi-font-size:11.0pt;color:windowtext;text-decoration:none;
text-underline:none'>https://doi.org/10.1007/978-3-030-11680-<span
style=3D'letter-spacing:-.2pt'>4_14</span></span></a></span><span lang=3DEN=
-US
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:2.0pt'><span lang=3DEN-US
style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></spa=
n></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:112%'><span class=3DSpellE><span lang=3DEN-US style=3D'font-siz=
e:10.0pt;
mso-bidi-font-size:11.0pt;line-height:112%'>Manasrah</span></span><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:112%'>,<span
style=3D'letter-spacing:-.65pt'> </span>A.<span style=3D'letter-spacing:-.6=
pt'> </span>M.,<span
style=3D'letter-spacing:-.65pt'> </span>Masoud,<span style=3D'letter-spacin=
g:-.6pt'>
</span>M.<span style=3D'letter-spacing:-.65pt'> </span>Z.,<span style=3D'le=
tter-spacing:
-.6pt'> </span>&amp;<span style=3D'letter-spacing:-.65pt'> </span>Jaradat,<=
span
style=3D'letter-spacing:-.6pt'> </span>Y.<span style=3D'letter-spacing:-.65=
pt'> </span>(2021).<span
style=3D'letter-spacing:-.6pt'> </span>Short<span style=3D'letter-spacing:-=
.65pt'> </span>Videos,<span
style=3D'letter-spacing:-.6pt'> </span>or<span style=3D'letter-spacing:-.65=
pt'> </span>Long<span
style=3D'letter-spacing:-.6pt'> </span>Videos?<span style=3D'letter-spacing=
:-.65pt'>
</span>A<span style=3D'letter-spacing:-.6pt'> </span>Study<span style=3D'le=
tter-spacing:
-.65pt'> </span>on<span style=3D'letter-spacing:-.6pt'> </span>the<span
style=3D'letter-spacing:-.65pt'> </span>Ideal<span style=3D'letter-spacing:=
-.6pt'> </span>Video
Length<span style=3D'letter-spacing:-.3pt'> </span>in<span style=3D'letter-=
spacing:
-.25pt'> </span>Online<span style=3D'letter-spacing:-.3pt'> </span>Learning=
.<span
style=3D'letter-spacing:-.3pt'> </span><i style=3D'mso-bidi-font-style:norm=
al'>2021<span
style=3D'letter-spacing:-.25pt'> </span>International<span style=3D'letter-=
spacing:
-.3pt'> </span>Conference<span style=3D'letter-spacing:-.3pt'> </span>on<sp=
an
style=3D'letter-spacing:-.25pt'> </span>Information<span style=3D'letter-sp=
acing:
-.3pt'> </span>Technology<span style=3D'letter-spacing:-.3pt'> </span>(ICIT=
)</i>,<span
style=3D'letter-spacing:-.25pt'> </span>366-370. <span style=3D'letter-spac=
ing:
-.1pt'>https://api.semanticscholar.org/CorpusID:236482423</span><o:p></o:p>=
</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><span lang=3DEN-US 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:5.65pt;margin-b=
ottom:
0cm;margin-left:52.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
-36.0pt;line-height:112%'><span class=3DSpellE><span lang=3DEN-US style=3D'=
font-size:
10.0pt;mso-bidi-font-size:11.0pt;line-height:112%'>Marujo</span></span><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:112%'>,
L., Grazina, N., Luis, T., Ling, W., <span class=3DSpellE>Coheur</span>, L.,
&amp; Trancoso, I. (2011). BP2EP-adaptation of Brazilian Portuguese texts to
European Portuguese. <i style=3D'mso-bidi-font-style:normal'>Proceedings of=
 the
15th Annual conference of the European Association for Machine Translation<=
/i>.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><span lang=3DEN-US style=
=3D'font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dright style=3D'margin-right:5.8pt;text-align:r=
ight'><span
class=3DSpellE><span lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-s=
ize:11.0pt'>Medelyan</span></span><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>,<span
style=3D'letter-spacing:.25pt'> </span>O.,<span style=3D'letter-spacing:.35=
pt'> </span>Perrone,<span
style=3D'letter-spacing:.35pt'> </span>V.,<span style=3D'letter-spacing:.35=
pt'> </span>&amp;<span
style=3D'letter-spacing:.4pt'> </span>Witten,<span style=3D'letter-spacing:=
.35pt'> </span>I.<span
style=3D'letter-spacing:.35pt'> </span>H.<span style=3D'letter-spacing:.35p=
t'> </span>(2010).<span
style=3D'letter-spacing:.35pt'> </span>Subject<span style=3D'letter-spacing=
:.4pt'> </span>metadata<span
style=3D'letter-spacing:.35pt'> </span>support<span style=3D'letter-spacing=
:.35pt'>
</span>powered<span style=3D'letter-spacing:.35pt'> </span>by<span
style=3D'letter-spacing:.35pt'> </span>Maui.<span style=3D'letter-spacing:.=
15pt'> </span><i
style=3D'mso-bidi-font-style:normal'>Proceedings<span style=3D'letter-spaci=
ng:.4pt'>
</span><span style=3D'letter-spacing:-.25pt'>of</span><o:p></o:p></i></span=
></p>

<p class=3DMsoNormal align=3Dright style=3D'margin-top:1.5pt;margin-right:6=
.1pt;
margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:right'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>the</span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.15pt'> </span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>10th</span></i><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt'> <span style=3D'letter-spacing:-.1pt'>annual</sp=
an> <span
style=3D'letter-spacing:-.1pt'>joint</span><span style=3D'letter-spacing:-.=
05pt'> </span><span
style=3D'letter-spacing:-.1pt'>conference</span> <span style=3D'letter-spac=
ing:
-.1pt'>on</span> <span style=3D'letter-spacing:-.1pt'>Digital</span><span
style=3D'letter-spacing:-.05pt'> </span><span style=3D'letter-spacing:-.1pt=
'>libraries</span></span></i><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spa=
cing:
-.1pt'>,</span><span lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-s=
ize:
11.0pt'> <span style=3D'letter-spacing:-.1pt'>407-408.</span> </span><span
lang=3DEN-US><a href=3D"https://doi.org/10.1145/1816123.1816204"><span
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;color:windowtext;letter=
-spacing:
-.1pt;text-decoration:none;text-underline:none'>https://doi.org/10.1145/181=
6123.1816204</span></a></span><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'><o:p></o:=
p></span></p>

</div>

<span lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;font=
-family:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
EN-US;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:7.45pt'><span lang=3DEN-US
style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></spa=
n></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.9pt;margin-bott=
om:0cm;
margin-left:52.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:-36=
.0pt;
line-height:112%'><span class=3DSpellE><span lang=3DEN-US style=3D'font-siz=
e:10.0pt;
mso-bidi-font-size:11.0pt;line-height:112%'>Minaee</span></span><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:112%'>,<span
style=3D'letter-spacing:-.05pt'> </span>S.,<span style=3D'letter-spacing:-.=
05pt'> </span>Kalchbrenner,<span
style=3D'letter-spacing:-.05pt'> </span>N.,<span style=3D'letter-spacing:-.=
05pt'> </span>Cambria,<span
style=3D'letter-spacing:-.05pt'> </span>E.,<span style=3D'letter-spacing:-.=
05pt'> </span>Nikzad,<span
style=3D'letter-spacing:-.05pt'> </span>N.,<span style=3D'letter-spacing:-.=
05pt'> </span><span
class=3DSpellE>Chenaghlu</span>,<span style=3D'letter-spacing:-.05pt'> </sp=
an>M.,<span
style=3D'letter-spacing:-.05pt'> </span>&amp;<span style=3D'letter-spacing:=
-.05pt'>
</span>Gao,<span style=3D'letter-spacing:-.05pt'> </span>J.<span
style=3D'letter-spacing:-.05pt'> </span>(2022).<span style=3D'letter-spacin=
g:-.05pt'>
</span>Deep<span style=3D'letter-spacing:-.05pt'> </span>Learning--based Te=
xt
Classification. <i style=3D'mso-bidi-font-style:normal'>ACM Computing Surve=
ys</i>,
54(3), 1-40. </span><span lang=3DEN-US><a href=3D"https://doi.org/10.1145/3=
439726"><span
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:112%;color:=
windowtext;
text-decoration:none;text-underline:none'>https://doi.org/10.1145/3439726</=
span></a></span><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:112%'><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><span lang=3DEN-US 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-left:16.0pt;text-align:justify'><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>&Ouml;zg&=
uuml;r,<span
style=3D'letter-spacing:.25pt'> </span>A.,<span style=3D'letter-spacing:.4p=
t'> </span>&Ouml;zg&uuml;r,<span
style=3D'letter-spacing:.35pt'> </span>L.,<span style=3D'letter-spacing:.4p=
t'> </span>&amp;<span
style=3D'letter-spacing:.35pt'> </span>G&uuml;ng&ouml;r,<span style=3D'lett=
er-spacing:
.4pt'> </span>T.<span style=3D'letter-spacing:.4pt'> </span>(2005).<span
style=3D'letter-spacing:.35pt'> </span><i style=3D'mso-bidi-font-style:norm=
al'>Text<span
style=3D'letter-spacing:.4pt'> </span>Categorization<span style=3D'letter-s=
pacing:
.35pt'> </span>with<span style=3D'letter-spacing:.4pt'> </span>Class-Based<=
span
style=3D'letter-spacing:.35pt'> </span>and<span style=3D'letter-spacing:.4p=
t'> </span>Corpus-Based<span
style=3D'letter-spacing:.4pt'> </span><span style=3D'letter-spacing:-.1pt'>=
Keyword</span><o:p></o:p></i></span></p>

<p class=3DMsoNormal style=3D'margin-top:1.5pt;margin-right:0cm;margin-bott=
om:0cm;
margin-left:52.0pt;margin-bottom:.0001pt'><i style=3D'mso-bidi-font-style:n=
ormal'><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Selection=
 </span></i><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>(pp. 606-=
615). </span><span
lang=3DEN-US><a href=3D"https://doi.org/10.1007/11569596_63"><span
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;color:windowtext;letter=
-spacing:
-.1pt;text-decoration:none;text-underline:none'>https://doi.org/10.1007/115=
69596_63</span></a></span><span
lang=3DEN-US 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:2.0pt'><span lang=3DEN-US
style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></spa=
n></p>

<p class=3DMsoNormal style=3D'margin-left:16.0pt;text-align:justify'><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Pal,<span
style=3D'letter-spacing:.1pt'> </span>S.<span style=3D'letter-spacing:.1pt'=
> </span>K.,<span
style=3D'letter-spacing:.1pt'> </span>Banerjee,<span style=3D'letter-spacin=
g:.1pt'>
</span>R.,<span style=3D'letter-spacing:.1pt'> </span>Dutta,<span
style=3D'letter-spacing:.1pt'> </span>S.,<span style=3D'letter-spacing:.1pt=
'> </span>&amp;<span
style=3D'letter-spacing:.1pt'> </span>Sarma,<span style=3D'letter-spacing:.=
1pt'> </span>S.<span
style=3D'letter-spacing:.1pt'> </span>Sen.<span style=3D'letter-spacing:.1p=
t'> </span>(2013).<span
style=3D'letter-spacing:.1pt'> </span>An<span style=3D'letter-spacing:.1pt'=
> </span>Insight<span
style=3D'letter-spacing:.1pt'> </span>Into<span style=3D'letter-spacing:.1p=
t'> </span>The<span
style=3D'letter-spacing:.1pt'> </span>Z-number<span style=3D'letter-spacing=
:.1pt'> </span>Approach<span
style=3D'letter-spacing:.1pt'> </span>To<span style=3D'letter-spacing:.1pt'=
> </span><span
style=3D'letter-spacing:-.2pt'>CWW.</span><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:1.5pt;margin-right:0cm;margin-bott=
om:0cm;
margin-left:52.0pt;margin-bottom:.0001pt'><span class=3DSpellE><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
10.0pt;
mso-bidi-font-size:11.0pt'>Fundamenta</span></i></span><i style=3D'mso-bidi=
-font-style:
normal'><span lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.=
0pt;
letter-spacing:-.05pt'> </span></i><span class=3DSpellE><i style=3D'mso-bid=
i-font-style:
normal'><span lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.=
0pt'>Informaticae</span></i></span><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>, 124(1-2=
),
197-229. </span><span lang=3DEN-US><a href=3D"https://doi.org/10.3233/FI-20=
13-831"><span
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;color:windowtext;text-d=
ecoration:
none;text-underline:none'>https://doi.org/10.3233/FI-2013-<span
style=3D'letter-spacing:-.25pt'>831</span></span></a></span><span lang=3DEN=
-US
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:2.0pt'><span lang=3DEN-US
style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></spa=
n></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.8pt;margin-bott=
om:0cm;
margin-left:52.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:-36=
.0pt;
line-height:112%'><span class=3DSpellE><span lang=3DEN-US style=3D'font-siz=
e:10.0pt;
mso-bidi-font-size:11.0pt;line-height:112%'>Pourpanah</span></span><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:112%'>,
F., Lim, C. P., Wang, X., Tan, C. J., Seera, M., &amp; Shi, Y. (2019). A hy=
brid
model of fuzzy min&#8211;max and<span style=3D'letter-spacing:-.65pt'> </sp=
an>brain<span
style=3D'letter-spacing:-.6pt'> </span>storm<span style=3D'letter-spacing:-=
.65pt'> </span>optimization<span
style=3D'letter-spacing:-.6pt'> </span>for<span style=3D'letter-spacing:-.6=
5pt'> </span>feature<span
style=3D'letter-spacing:-.6pt'> </span>selection<span style=3D'letter-spaci=
ng:-.65pt'>
</span>and<span style=3D'letter-spacing:-.6pt'> </span>data<span
style=3D'letter-spacing:-.65pt'> </span>classification.<span style=3D'lette=
r-spacing:
-.6pt'> </span><i style=3D'mso-bidi-font-style:normal'>Neurocomputing</i>,<=
span
style=3D'letter-spacing:-.65pt'> </span>333,<span style=3D'letter-spacing:-=
.6pt'> </span>440-451.
</span><span lang=3DEN-US><a href=3D"https://doi.org/10.1016/j.neucom.2019.=
01.011"><span
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:112%;color:=
windowtext;
letter-spacing:-.1pt;text-decoration:none;text-underline:none'>https://doi.=
org/10.1016/j.neucom.2019.01.011</span></a></span><span
lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-heigh=
t:112%'><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><span lang=3DEN-US 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:5.9pt;margin-bo=
ttom:
0cm;margin-left:52.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
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bidi-font-size:
11.0pt;line-height:112%'>Shukla,<span style=3D'letter-spacing:-.35pt'> </sp=
an>H.,<span
style=3D'letter-spacing:-.3pt'> </span>&amp;<span style=3D'letter-spacing:-=
.3pt'> </span>Kakkar,<span
style=3D'letter-spacing:-.35pt'> </span>M.<span style=3D'letter-spacing:-.3=
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style=3D'letter-spacing:-.3pt'> </span>Keyword<span style=3D'letter-spacing=
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</span>extraction<span style=3D'letter-spacing:-.35pt'> </span>from<span
style=3D'letter-spacing:-.3pt'> </span>Educational<span style=3D'letter-spa=
cing:
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pts<span
style=3D'letter-spacing:-.35pt'> </span>using<span style=3D'letter-spacing:=
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style=3D'letter-spacing:-.3pt'> </span>techniques. <i style=3D'mso-bidi-fon=
t-style:
normal'>2016 6th International Conference - Cloud System and Big Data
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href=3D"https://doi.org/10.1109/CONFLUENCE.2016.7508096"><span style=3D'fon=
t-size:
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pacing:
-.1pt;text-decoration:none;text-underline:none'>https://doi.org/10.1109/CON=
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lang=3DEN-US style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-heigh=
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<p class=3DMsoBodyText style=3D'margin-top:.5pt'><span lang=3DEN-US 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:51.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
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letter-spacing:-.15pt'> </span><i style=3D'mso-bidi-font-style:normal'><span
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=3D'font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

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span
style=3D'letter-spacing:.45pt'> </span>A.,<span style=3D'letter-spacing:.5p=
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class=3DSpellE>Shazeer</span>,<span style=3D'letter-spacing:.5pt'> </span>N=
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style=3D'letter-spacing:.5pt'> </span>Parmar,<span style=3D'letter-spacing:=
.45pt'> </span>N.,<span
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,<span
style=3D'letter-spacing:.5pt'> </span>J.,<span style=3D'letter-spacing:.5pt=
'> </span>Jones,<span
style=3D'letter-spacing:.45pt'> </span>L.,<span style=3D'letter-spacing:.5p=
t'> </span>Gomez,<span
style=3D'letter-spacing:.5pt'> </span>A.<span style=3D'letter-spacing:.5pt'=
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style=3D'letter-spacing:.5pt'> </span><span class=3DSpellE>ukasz</span>,<sp=
an
style=3D'letter-spacing:.5pt'> </span>&amp;<span style=3D'letter-spacing:.5=
pt'> </span><span
class=3DSpellE><span style=3D'letter-spacing:-.1pt'>Polosukhin</span></span=
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t'> </span>All<span
style=3D'letter-spacing:.15pt'> </span>you<span style=3D'letter-spacing:.15=
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style=3D'letter-spacing:.15pt'> </span>En<span style=3D'letter-spacing:.15p=
t'> </span>I.<span
style=3D'letter-spacing:.15pt'> </span>Guyon,<span style=3D'letter-spacing:=
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style=3D'letter-spacing:.15pt'> </span>Von<span style=3D'letter-spacing:.15=
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t'> </span><span
style=3D'letter-spacing:-.1pt'>Fergus,</span><o:p></o:p></span></p>

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