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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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<div class=3DWordSection1>

<p class=3DMsoBodyText style=3D'margin-top:9.65pt'><span lang=3DES style=3D=
'font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-left:5.25pt'><a name=3D"_Hlk61880979=
"></a><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt;mso-no-proof:=
yes'><!--[if gte vml 1]><v:shapetype
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</v:shape><![endif]--><![if !vml]><img width=3D76 height=3D76
src=3D"1209-RTE-36-e1_archivos/image002.gif" v:shapes=3D"Image_x0020_4"><![=
endif]></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:p></o:p><=
/span></p>

<p class=3DMsoBodyText><span lang=3DES><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:2.2pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText align=3Dright style=3D'margin-right:5.9pt;text-align=
:right'><span
lang=3DES><a href=3D"https://doi.org/10.37815/rte.v36ne1.1209"><span
style=3D'color:windowtext;letter-spacing:-.1pt;text-decoration:none;text-un=
derline:
none'>https://doi.org/10.37815/rte.v36ne1.1209</span></a></span></p>

<p class=3DMsoBodyText align=3Dright style=3D'margin-top:.6pt;margin-right:=
5.9pt;
margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:right'><=
span
lang=3DES>Art&iacute;culos<span style=3D'letter-spacing:-.45pt'> </span><sp=
an
style=3D'letter-spacing:-.1pt'>originales</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:2.25pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoTitle style=3D'margin-top:0cm;margin-right:4.6pt;margin-botto=
m:0cm;
margin-left:14.65pt;margin-bottom:.0001pt;line-height:103%'><a
name=3D"_Hlk71631670"></a><span lang=3DES>Miner&iacute;a<span style=3D'lett=
er-spacing:
-.7pt'> </span>Visual<span style=3D'letter-spacing:-.45pt'> </span>de<span
style=3D'letter-spacing:-.45pt'> </span>Datos<span style=3D'letter-spacing:=
-.5pt'> </span>para<span
style=3D'letter-spacing:-.45pt'> </span>la<span style=3D'letter-spacing:-.7=
pt'> </span>Toma<span
style=3D'letter-spacing:-.45pt'> </span>de<span style=3D'letter-spacing:-.4=
5pt'> </span>Decisiones<span
style=3D'letter-spacing:-.5pt'> </span>Estrat&eacute;gicas en Importaciones=
</span></p>

<p class=3DMsoTitle style=3D'margin-top:12.15pt'><span lang=3DES>Visual<span
style=3D'letter-spacing:-.15pt'> </span>Data<span style=3D'letter-spacing:-=
.1pt'> </span><span
class=3DSpellE>Mining</span><span style=3D'letter-spacing:-.1pt'> </span><s=
pan
class=3DSpellE>for</span><span style=3D'letter-spacing:-.35pt'> </span><span
class=3DSpellE>Strategic</span><span style=3D'letter-spacing:-.1pt'> </span=
><span
class=3DSpellE>Import</span><span style=3D'letter-spacing:-.1pt'> </span><s=
pan
class=3DSpellE>Decision-<span style=3D'letter-spacing:-.1pt'>Making</span><=
/span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:7.75pt'><b style=3D'mso-bidi-fon=
t-weight:
normal'><span lang=3DES style=3D'font-size:16.0pt;mso-bidi-font-size:12.0pt=
'><o:p>&nbsp;</o:p></span></b></p>

<p class=3DMsoBodyText align=3Dcenter style=3D'margin-left:81.95pt;text-ali=
gn:center'><span
lang=3DES style=3D'letter-spacing:-.2pt'>Andr&eacute;s</span><span lang=3DES
style=3D'letter-spacing:.05pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.2pt'>Teodoro</span><span
lang=3DES style=3D'letter-spacing:.4pt'> </span><span lang=3DES style=3D'le=
tter-spacing:
-.2pt'>Calle</span><span lang=3DES style=3D'letter-spacing:.35pt'> </span><=
span
lang=3DES style=3D'letter-spacing:-.2pt'>Clavijo<sup>1</sup></span><span la=
ng=3DES
style=3D'letter-spacing:.4pt'> </span><span lang=3DES><a
href=3D"https://orcid.org/0009-0009-0104-5458"><sup><span style=3D'color:#0=
563C1;
letter-spacing:-.2pt'>https://orcid.org/0009-0009-0104-5458</span></sup></a=
><span
style=3D'letter-spacing:-.2pt'>,</span><span style=3D'letter-spacing:.35pt'=
> </span><span
style=3D'letter-spacing:-.2pt'>Luis</span><span style=3D'letter-spacing:.1p=
t'> </span><span
style=3D'letter-spacing:-.2pt'>Tonon-Ord&oacute;&ntilde;ez<sup>1</sup></spa=
n></span></p>

<p class=3DMsoNormal style=3D'margin-top:.75pt;margin-right:0cm;margin-bott=
om:0cm;
margin-left:119.25pt;margin-bottom:.0001pt'><span lang=3DES><a
href=3D"https://orcid.org/0000-0003-2360-9911"><span style=3D'font-size:6.0=
pt;
mso-bidi-font-size:11.0pt;color:#0563C1'>https://orcid.org/0000-0003-2360-9=
911</span></a></span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;position:rela=
tive;
top:3.0pt;mso-text-raise:-3.0pt'>,<span style=3D'letter-spacing:-.3pt'> </s=
pan>Marcos<span
style=3D'letter-spacing:-.3pt'> </span>Orellana</span><span lang=3DES
style=3D'font-size:7.0pt;mso-bidi-font-size:11.0pt;position:relative;top:-.=
5pt;
mso-text-raise:.5pt'>1<span style=3D'letter-spacing:1.0pt'> </span></span><=
span
lang=3DES><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'>https://orcid.org/0000-0002-=
3671-<span
style=3D'letter-spacing:-.2pt'>9362</span></span></a></span><span lang=3DES
style=3D'font-size:6.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>

<p class=3DMsoBodyText><span lang=3DES style=3D'font-size:6.0pt;mso-bidi-fo=
nt-size:
12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.05pt'><span lang=3DES style=3D=
'font-size:
6.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dright style=3D'margin-right:5.9pt;text-align:r=
ight'><sup><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt'>1</span></su=
p><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Laboratorio<span style=3D'letter-spacing:-.2pt'>=
 </span>de<span
style=3D'letter-spacing:-.15pt'> </span>Investigaci&oacute;n<span
style=3D'letter-spacing:-.15pt'> </span>y<span style=3D'letter-spacing:-.2p=
t'> </span>Desarrollo<span
style=3D'letter-spacing:-.15pt'> </span>en<span style=3D'letter-spacing:-.1=
5pt'> </span>Inform&aacute;tica<span
style=3D'letter-spacing:-.15pt'> </span>(LIDI)</span></i><span lang=3DES
style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt'>,<span style=3D'letter=
-spacing:
-.2pt'> </span>Cuenca,<span style=3D'letter-spacing:-.15pt'> </span><span
style=3D'letter-spacing:-.1pt'>Ecuador</span><o:p></o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:1.45pt;margin-right=
:4.6pt;
margin-bottom:0cm;margin-left:86.7pt;margin-bottom:.0001pt;text-align:cente=
r;
line-height:105%'><span lang=3DES><a href=3D"mailto:acallemsn@es.uazuay.edu=
.ec"><span
style=3D'font-family:"Courier New";mso-hansi-font-family:"Times New Roman";
mso-bidi-font-family:"Times New Roman";color:#0563C1'>acallemsn@es.uazuay.e=
du.ec</span><span
style=3D'font-family:"Courier New";mso-hansi-font-family:"Times New Roman";
mso-bidi-font-family:"Times New Roman";color:windowtext;text-decoration:non=
e;
text-underline:none'>,</span></a></span><span lang=3DES style=3D'font-famil=
y:"Courier New";
mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:"Times New Rom=
an";
letter-spacing:-1.75pt'> </span><span lang=3DES><a
href=3D"mailto:ltonon@uazuay.edu.ec"><span style=3D'font-family:"Courier Ne=
w";
mso-hansi-font-family:"Times New Roman";mso-bidi-font-family:"Times New Rom=
an";
color:#0563C1'>ltonon@uazuay.edu.ec</span><span style=3D'font-family:"Couri=
er 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=3DES style=3D'font-family:"Courier New";mso-hansi-font-family:"Times N=
ew Roman";
mso-bidi-font-family:"Times New Roman"'> </span><span lang=3DES><a
href=3D"mailto:marore@uazuay.edu.ec"><span style=3D'font-family:"Courier Ne=
w";
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=3DES style=3D'font-family:"Courier New";mso-hansi-font-family:"Times N=
ew Roman";
mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:2.5pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt;font-family:"Courier New";mso-hansi-font-f=
amily:
"Times New Roman";mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p>=
</span></p>

</div>

<span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;font-fa=
mily:
"Courier New";mso-fareast-font-family:"Times New Roman";mso-hansi-font-fami=
ly:
"Times New Roman";mso-bidi-font-family:"Times New Roman";mso-ansi-language:
ES;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'><br clear=3Dall
style=3D'page-break-before:auto;mso-break-type:section-break'>
</span>

<div class=3DWordSection2>

<p class=3DMsoBodyText style=3D'margin-top:.4pt'><span lang=3DES style=3D'f=
ont-size:
5.5pt;mso-bidi-font-size:12.0pt;font-family:"Courier New";mso-hansi-font-fa=
mily:
"Times New Roman";mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p>=
</span></p>

<p class=3DMsoBodyText style=3D'margin-left:16.0pt'><span lang=3DES style=
=3D'font-size:
10.0pt;mso-bidi-font-size:12.0pt;font-family:"Courier New";mso-hansi-font-f=
amily:
"Times New Roman";mso-bidi-font-family:"Times New Roman";mso-no-proof:yes'>=
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src=3D"1209-RTE-36-e1_archivos/image004.gif" v:shapes=3D"Image_x0020_5"><![=
endif]></span><span
lang=3DES style=3D'font-size:10.0pt;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></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:3.2pt;margin-right:0cm;margin-bott=
om:0cm;
margin-left:16.0pt;margin-bottom:.0001pt;line-height:6.85pt;mso-line-height=
-rule:
exactly'><span lang=3DES style=3D'font-size:7.0pt;mso-bidi-font-size:11.0pt=
'>Esta<span
style=3D'letter-spacing:.25pt'> </span>obra<span style=3D'letter-spacing:.2=
5pt'> </span>est&aacute;<span
style=3D'letter-spacing:.25pt'> </span>bajo<span style=3D'letter-spacing:.3=
pt'> </span>una<span
style=3D'letter-spacing:.25pt'> </span>licencia<span style=3D'letter-spacin=
g:.25pt'>
</span><span style=3D'letter-spacing:-.1pt'>internacional</span><o:p></o:p>=
</span></p>

<p class=3DMsoNormal style=3D'margin-left:16.0pt;line-height:9.85pt;mso-lin=
e-height-rule:
exactly'><span lang=3DES style=3D'font-size:7.0pt;mso-bidi-font-size:11.0pt=
'>Creative<span
style=3D'letter-spacing:.7pt'> </span><span class=3DSpellE>Commons</span><s=
pan
style=3D'letter-spacing:.7pt'> </span>Atribuci&oacute;n-<span class=3DSpell=
E>NoComercial</span><span
style=3D'letter-spacing:.75pt'> </span><span style=3D'letter-spacing:-.2pt'=
>4.0<span
style=3D'position:relative;top:-3.0pt;mso-text-raise:3.0pt'>.</span></span>=
<o:p></o:p></span></p>

<span lang=3DES style=3D'font-size:12.0pt;line-height:115%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'mso-column-break-be=
fore:
always'>
</span>

<p class=3DMsoBodyText style=3D'margin-top:4.5pt;margin-right:5.85pt;margin=
-bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
-.05pt;line-height:115%'><span lang=3DES>Enviado: 2024/07/12 Aceptado: 2024=
/10/02
Publicado:<span style=3D'letter-spacing:-.05pt'> </span><span style=3D'lett=
er-spacing:
-.1pt'>2024/10/15</span></span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:115%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
uto;
mso-break-type:section-break'>
</span>

<div class=3DWordSection3>

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</v:group><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>

<table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
 <tr>
  <td width=3D458 height=3D0></td>
 </tr>
 <tr>
  <td></td>
  <td><img width=3D336 height=3D119 src=3D"1209-RTE-36-e1_archivos/image007=
.gif"
  v:shapes=3D"Group_x0020_6 Image_x0020_7 Image_x0020_8"></td>
 </tr>
</table>

</span><![endif]><span lang=3DES><o:p>&nbsp;</o:p></span></p>

<br style=3D'mso-ignore:vglayout' clear=3DALL>

<h1 style=3D'margin-right:.05pt'><span lang=3DES style=3D'letter-spacing:-.=
1pt'>Resumen</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.65pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span lang=3DES>En el comercio internacional, la elecci&oacute;n de un
proveedor de productos ideal puede ser un desaf&iacute;o.<span
style=3D'letter-spacing:-.75pt'> </span>Bajo<span style=3D'letter-spacing:-=
.75pt'> </span>este<span
style=3D'letter-spacing:-.75pt'> </span>antecedente,<span style=3D'letter-s=
pacing:
-.75pt'> </span>resulta<span style=3D'letter-spacing:-.75pt'> </span>obliga=
torio<span
style=3D'letter-spacing:-.75pt'> </span>identificar<span style=3D'letter-sp=
acing:
-.75pt'> </span>cu&aacute;les<span style=3D'letter-spacing:-.75pt'> </span>=
proveedores<span
style=3D'letter-spacing:-.75pt'> </span>y<span style=3D'letter-spacing:-.75=
pt'> </span>sus<span
style=3D'letter-spacing:-.75pt'> </span>pa&iacute;ses<span style=3D'letter-=
spacing:
-.75pt'> </span>en la<span style=3D'letter-spacing:-.75pt'> </span>importac=
i&oacute;n<span
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>cierto<span
style=3D'letter-spacing:-.75pt'> </span>bien<span style=3D'letter-spacing:-=
.75pt'> </span>resultan<span
style=3D'letter-spacing:-.75pt'> </span>m&aacute;s<span style=3D'letter-spa=
cing:
-.75pt'> </span>adecuados.<span style=3D'letter-spacing:-.75pt'> </span>Por=
<span
style=3D'letter-spacing:-.75pt'> </span>lo<span style=3D'letter-spacing:-.7=
5pt'> </span>tanto,<span
style=3D'letter-spacing:-.75pt'> </span>en<span style=3D'letter-spacing:-.7=
5pt'> </span>este<span
style=3D'letter-spacing:-.75pt'> </span>trabajo<span style=3D'letter-spacin=
g:-.75pt'>
</span>se<span style=3D'letter-spacing:-.75pt'> </span>propone<span
style=3D'letter-spacing:-.75pt'> </span>un modelo<span style=3D'letter-spac=
ing:
-.1pt'> </span>que<span style=3D'letter-spacing:-.1pt'> </span>permita<span
style=3D'letter-spacing:-.1pt'> </span>realizar<span style=3D'letter-spacin=
g:-.1pt'>
</span>an&aacute;lisis<span style=3D'letter-spacing:-.1pt'> </span>y<span
style=3D'letter-spacing:-.1pt'> </span>visualizaciones<span style=3D'letter=
-spacing:
-.1pt'> </span>de<span style=3D'letter-spacing:-.1pt'> </span>datos<span
style=3D'letter-spacing:-.1pt'> </span>de<span style=3D'letter-spacing:-.1p=
t'> </span>costos<span
style=3D'letter-spacing:-.1pt'> </span>de<span style=3D'letter-spacing:-.1p=
t'> </span>las<span
style=3D'letter-spacing:-.1pt'> </span>importaciones al Ecuador dentro del
periodo 2008-2018. Para lograrlo, se analiz&oacute; la informaci&oacute;n
existente sobre<span style=3D'letter-spacing:-.5pt'> </span>las<span
style=3D'letter-spacing:-.5pt'> </span>importaciones<span style=3D'letter-s=
pacing:
-.5pt'> </span>a<span style=3D'letter-spacing:-.5pt'> </span>trav&eacute;s<=
span
style=3D'letter-spacing:-.5pt'> </span>de<span style=3D'letter-spacing:-.5p=
t'> </span>una<span
style=3D'letter-spacing:-.5pt'> </span>revisi&oacute;n<span style=3D'letter=
-spacing:
-.5pt'> </span>de<span style=3D'letter-spacing:-.5pt'> </span>la<span
style=3D'letter-spacing:-.5pt'> </span>literatura<span style=3D'letter-spac=
ing:
-.5pt'> </span>relacionada.<span style=3D'letter-spacing:-.5pt'> </span>Lue=
go,<span
style=3D'letter-spacing:-.5pt'> </span>se<span style=3D'letter-spacing:-.5p=
t'> </span>aplic&oacute;<span
style=3D'letter-spacing:-.5pt'> </span>el algoritmo K-<span class=3DSpellE>=
means</span>
para agrupar los pa&iacute;ses por cada partida arancelaria,<span
style=3D'letter-spacing:-.05pt'> </span>tomando en cuenta el valor<span
style=3D'letter-spacing:-.7pt'> </span>FOB<span style=3D'letter-spacing:-.7=
pt'> </span>y<span
style=3D'letter-spacing:-.7pt'> </span>los<span style=3D'letter-spacing:-.7=
pt'> </span>costos<span
style=3D'letter-spacing:-.7pt'> </span>de<span style=3D'letter-spacing:-.7p=
t'> </span>importaci&oacute;n.<span
style=3D'letter-spacing:-.7pt'> </span>Finalmente,<span style=3D'letter-spa=
cing:
-.7pt'> </span>se<span style=3D'letter-spacing:-.7pt'> </span>dise&ntilde;a=
<span
style=3D'letter-spacing:-.7pt'> </span>una<span style=3D'letter-spacing:-.7=
pt'> </span>interfaz<span
style=3D'letter-spacing:-.7pt'> </span>de<span style=3D'letter-spacing:-.7p=
t'> </span>visualizaci&oacute;n<span
style=3D'letter-spacing:-.7pt'> </span>para facilitar<span style=3D'letter-=
spacing:
-.75pt'> </span>la<span style=3D'letter-spacing:-.75pt'> </span>toma<span
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>decisiones<span
style=3D'letter-spacing:-.75pt'> </span>con<span style=3D'letter-spacing:-.=
75pt'> </span>base<span
style=3D'letter-spacing:-.75pt'> </span>en<span style=3D'letter-spacing:-.7=
5pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span>informaci&oacute;n<span style=3D'le=
tter-spacing:
-.75pt'> </span>obtenida.<span style=3D'letter-spacing:-.75pt'> </span>En<s=
pan
style=3D'letter-spacing:-.75pt'> </span>consecuencia,<span style=3D'letter-=
spacing:
-.75pt'> </span>el<span style=3D'letter-spacing:-.75pt'> </span>modelo prop=
uesto<span
style=3D'letter-spacing:-.45pt'> </span>es<span style=3D'letter-spacing:-.4=
5pt'> </span>&uacute;til<span
style=3D'letter-spacing:-.45pt'> </span>para<span style=3D'letter-spacing:-=
.45pt'> </span>la<span
style=3D'letter-spacing:-.45pt'> </span>toma<span style=3D'letter-spacing:-=
.45pt'> </span>de<span
style=3D'letter-spacing:-.45pt'> </span>decisiones<span style=3D'letter-spa=
cing:
-.45pt'> </span>en<span style=3D'letter-spacing:-.45pt'> </span>las<span
style=3D'letter-spacing:-.45pt'> </span>importaciones,<span style=3D'letter=
-spacing:
-.45pt'> </span>debido<span style=3D'letter-spacing:-.45pt'> </span>a<span
style=3D'letter-spacing:-.45pt'> </span>que<span style=3D'letter-spacing:-.=
45pt'> </span>permite<span
style=3D'letter-spacing:-.45pt'> </span>realizar an&aacute;lisis de los dat=
os de
todos los pa&iacute;ses en conjunto con los bienes importados, demostrando =
ser
aplicable a una amplia gama de empresas.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.85pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><a name=3D"_Hlk42284450"></a><b style=3D'mso-bidi-font-weight:normal'=
><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES>Palabras<span
style=3D'letter-spacing:-.25pt'> </span>clave:<span style=3D'letter-spacing=
:-.25pt'>
</span></span></i></b><span class=3DSpellE><span lang=3DES>Clusterizaci&oac=
ute;n</span></span><span
lang=3DES>,<span style=3D'letter-spacing:-.25pt'> </span>Comercio<span
style=3D'letter-spacing:-.25pt'> </span>Internacional,<span style=3D'letter=
-spacing:
-.25pt'> </span>Inteligencia<span style=3D'letter-spacing:-.25pt'> </span>d=
e<span
style=3D'letter-spacing:-.25pt'> </span>Negocios,<span style=3D'letter-spac=
ing:
-.25pt'> </span>Miner&iacute;a<span style=3D'letter-spacing:-.25pt'> </span=
>de
Datos, Visualizaci&oacute;n de Datos.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:12.7pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1><span lang=3DES style=3D'letter-spacing:-.1pt'>Abstract</span></h1>

<p class=3DMsoBodyText align=3Dcenter style=3D'margin-top:.6pt;margin-right=
:0cm;
margin-bottom:0cm;margin-left:10.0pt;margin-bottom:.0001pt;text-align:cente=
r'><span
lang=3DES>In<span style=3D'letter-spacing:-.15pt'> </span><span class=3DSpe=
llE>international</span><span
style=3D'letter-spacing:-.15pt'> </span><span class=3DSpellE>trade</span>,<=
span
style=3D'letter-spacing:-.15pt'> </span><span class=3DSpellE>choosing</span=
><span
style=3D'letter-spacing:-.15pt'> </span><span class=3DSpellE>the</span><span
style=3D'letter-spacing:-.1pt'> </span>ideal<span style=3D'letter-spacing:-=
.15pt'> </span><span
class=3DSpellE>supplier</span><span style=3D'letter-spacing:-.1pt'> </span>=
can<span
style=3D'letter-spacing:-.15pt'> </span>be<span style=3D'letter-spacing:-.1=
pt'> </span>a<span
style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE>challenge</span=
>.<span
style=3D'letter-spacing:-.8pt'> </span><span class=3DSpellE>Against</span><=
span
style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE>this</span><span
style=3D'letter-spacing:-.1pt'> <span class=3DSpellE>background</span>,</sp=
an></span></p>

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     <tr>
      <td><![endif]>
      <div>
      <p class=3DMsoNormal style=3D'margin-top:10.35pt;margin-right:0cm;mar=
gin-bottom:
      0cm;margin-left:3.8pt;margin-bottom:.0001pt;text-align:justify'><b
      style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-s=
ize:10.0pt;
      mso-bidi-font-size:11.0pt'>Sumario:<span style=3D'letter-spacing:-.15=
pt'> </span></span></b><span
      lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Introd=
ucci&oacute;n,<span
      style=3D'letter-spacing:-.3pt'> </span>Trabajos<span style=3D'letter-=
spacing:
      -.2pt'> </span>Relacionados,<span style=3D'letter-spacing:-.15pt'> </=
span>Materiales<span
      style=3D'letter-spacing:-.15pt'> </span>y<span style=3D'letter-spacin=
g:-.15pt'>
      </span>M&eacute;todos,<span style=3D'letter-spacing:-.1pt'> </span>Re=
sultados,<span
      style=3D'letter-spacing:-.15pt'> </span>Discusi&oacute;n,<span
      style=3D'letter-spacing:-.1pt'> Conclusiones.</span><o:p></o:p></span=
></p>
      <p class=3DMsoNormal style=3D'margin-top:1.0pt'><span lang=3DES
      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:3.45pt;marg=
in-bottom:
      0cm;margin-left:3.8pt;margin-bottom:.0001pt;text-align:justify;
      line-height:103%'><b style=3D'mso-bidi-font-weight:normal'><span lang=
=3DES
      style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%'=
>Como
      citar: </span></b><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-=
font-size:
      11.0pt;line-height:103%'>Calle, A., <span class=3DSpellE>Tonon</span>=
-Ord&oacute;&ntilde;ez,
      L. &amp; Orellana M. (2024). Miner&iacute;a Visual de Datos para la T=
oma
      de Decisiones<span style=3D'letter-spacing:-.25pt'> </span>Estrat&eac=
ute;gicas<span
      style=3D'letter-spacing:-.25pt'> </span>en<span style=3D'letter-spaci=
ng:-.25pt'>
      </span>Importaciones.<span style=3D'letter-spacing:-.2pt'> </span><i
      style=3D'mso-bidi-font-style:normal'>Revista<span style=3D'letter-spa=
cing:
      -.25pt'> </span>Tecnol&oacute;gica<span style=3D'letter-spacing:-.25p=
t'> </span>-<span
      style=3D'letter-spacing:-.25pt'> </span>Espol,<span style=3D'letter-s=
pacing:
      -.25pt'> </span>36(2),<span style=3D'letter-spacing:-.25pt'> </span>1=
63-176.<span
      style=3D'letter-spacing:-.2pt'> </span></i>Recuperado<span
      style=3D'letter-spacing:-.25pt'> </span>a<span style=3D'letter-spacin=
g:-.25pt'>
      </span>partir<span style=3D'letter-spacing:-.25pt'> </span>de </span>=
<span
      lang=3DES><a
      href=3D"https://rte.espol.edu.ec/index.php/tecnologica/article/view/1=
209"><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'>https://rte.espol.edu.ec/index.php/tecnologica/article/view/120=
9</span></a></span><span
      lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-he=
ight:
      103%'><o:p></o:p></span></p>
      </div>
      <![if !mso]></td>
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  <tr>
   <td width=3D96 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D606 height=3D112 src=3D"1209-RTE-36-e1_archivos/image00=
8.gif"
   v:shapes=3D"Group_x0020_9 Graphic_x0020_10 Graphic_x0020_11 Textbox_x002=
0_12"></td>
  </tr>
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 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt'><o:p><=
/o:p></span></p>

</div>

<span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;font-fa=
mily:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
ES;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'><br clear=3Dall
style=3D'page-break-before:always;mso-break-type:section-break'>
</span>

<div class=3DWordSection4>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.5pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span class=3DSpellE><span lang=3DES>it</span></span><span lang=3DES>=
 is <span
class=3DSpellE>mandatory</span> <span class=3DSpellE>to</span> <span class=
=3DSpellE>identify</span>
<span class=3DSpellE>the</span> <span class=3DSpellE>countries</span> <span
class=3DSpellE>from</span> <span class=3DSpellE>which</span> <span class=3D=
SpellE>the</span>
<span class=3DSpellE>import</span> <span class=3DSpellE>of</span> a <span
class=3DSpellE>certain</span> <span class=3DSpellE>good</span> is <span
class=3DSpellE>most</span> <span class=3DSpellE><span style=3D'letter-spaci=
ng:-.1pt'>appropriate</span></span><span
style=3D'letter-spacing:-.1pt'>.</span><span style=3D'letter-spacing:-.65pt=
'> </span><span
class=3DSpellE><span style=3D'letter-spacing:-.1pt'>Therefore</span></span>=
<span
style=3D'letter-spacing:-.1pt'>,</span><span style=3D'letter-spacing:-.45pt=
'> </span><span
class=3DSpellE><span style=3D'letter-spacing:-.1pt'>this</span></span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>paper</span><span
style=3D'letter-spacing:-.45pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>proposes</span></span><span style=3D'letter-=
spacing:
-.45pt'> </span><span style=3D'letter-spacing:-.1pt'>a</span><span
style=3D'letter-spacing:-.45pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>model</span></span><span style=3D'letter-spa=
cing:
-.45pt'> </span><span style=3D'letter-spacing:-.1pt'>that</span><span
style=3D'letter-spacing:-.45pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>allows</span></span><span style=3D'letter-sp=
acing:
-.45pt'> </span><span class=3DSpellE><span style=3D'letter-spacing:-.1pt'>f=
or</span></span><span
style=3D'letter-spacing:-.45pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>the</span></span><span style=3D'letter-spaci=
ng:-.45pt'>
</span><span class=3DSpellE><span style=3D'letter-spacing:-.1pt'>analysis</=
span></span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>and</span><span
style=3D'letter-spacing:-.45pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>visualization</span></span><span style=3D'le=
tter-spacing:
-.1pt'> </span><span class=3DSpellE>of</span><span style=3D'letter-spacing:=
-.7pt'> </span><span
class=3DSpellE>cost</span><span style=3D'letter-spacing:-.6pt'> </span>data=
<span
style=3D'letter-spacing:-.6pt'> </span><span class=3DSpellE>for</span><span
style=3D'letter-spacing:-.6pt'> </span><span class=3DSpellE>imports</span><=
span
style=3D'letter-spacing:-.6pt'> </span><span class=3DSpellE>into</span><span
style=3D'letter-spacing:-.6pt'> </span>Ecuador<span style=3D'letter-spacing=
:-.6pt'>
</span><span class=3DSpellE>from</span><span style=3D'letter-spacing:-.6pt'=
> </span>2008-2018.<span
style=3D'letter-spacing:-.75pt'> </span><span class=3DSpellE>To</span><span
style=3D'letter-spacing:-.6pt'> </span><span class=3DSpellE>achieve</span><=
span
style=3D'letter-spacing:-.6pt'> </span><span class=3DSpellE>this</span>,<sp=
an
style=3D'letter-spacing:-.6pt'> </span><span class=3DSpellE>the</span><span
style=3D'letter-spacing:-.6pt'> </span><span class=3DSpellE>existing</span>=
<span
style=3D'letter-spacing:-.6pt'> </span><span class=3DSpellE>information</sp=
an> <span
class=3DSpellE>on</span> <span class=3DSpellE>imports</span> <span class=3D=
SpellE>was</span>
<span class=3DSpellE>analyzed</span> by <span class=3DSpellE>reviewing</spa=
n> <span
class=3DSpellE>the</span> <span class=3DSpellE>related</span> <span class=
=3DSpellE>literature</span>.
<span class=3DSpellE>Then</span>, <span class=3DSpellE>the</span> K-<span
class=3DSpellE>means</span> <span class=3DSpellE>algorithm</span><span
style=3D'letter-spacing:2.0pt'> </span><span class=3DSpellE>was</span><span
style=3D'letter-spacing:-.05pt'> </span><span class=3DSpellE>applied</span>=
<span
style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE>to</span><span
style=3D'letter-spacing:-.05pt'> </span><span class=3DSpellE>group</span><s=
pan
style=3D'letter-spacing:-.05pt'> </span><span class=3DSpellE>countries</spa=
n><span
style=3D'letter-spacing:-.05pt'> </span>by<span style=3D'letter-spacing:-.0=
5pt'> </span><span
class=3DSpellE>tariff</span><span style=3D'letter-spacing:-.1pt'> </span><s=
pan
class=3DSpellE>heading</span>,<span style=3D'letter-spacing:-.1pt'> </span>=
<span
class=3DSpellE>considering</span><span style=3D'letter-spacing:-.1pt'> </sp=
an><span
class=3DSpellE>the</span><span style=3D'letter-spacing:-.05pt'> </span>FOB<=
span
style=3D'letter-spacing:-.05pt'> </span><span class=3DSpellE>value</span><s=
pan
style=3D'letter-spacing:-.05pt'> </span>and<span style=3D'letter-spacing:-.=
05pt'> </span><span
class=3DSpellE>import</span><span style=3D'letter-spacing:-.1pt'> </span><s=
pan
class=3DSpellE>costs</span>. <span class=3DSpellE>Finally</span>,<span
style=3D'letter-spacing:-.75pt'> </span>a<span style=3D'letter-spacing:-.75=
pt'> </span><span
class=3DSpellE>visualization</span><span style=3D'letter-spacing:-.75pt'> <=
/span>interface<span
style=3D'letter-spacing:-.75pt'> </span><span class=3DSpellE>facilitates</s=
pan><span
style=3D'letter-spacing:-.75pt'> </span><span class=3DSpellE>decision-makin=
g</span><span
style=3D'letter-spacing:-.75pt'> </span><span class=3DSpellE>based</span><s=
pan
style=3D'letter-spacing:-.75pt'> </span><span class=3DSpellE>on</span><span
style=3D'letter-spacing:-.75pt'> </span><span class=3DSpellE>the</span><span
style=3D'letter-spacing:-.75pt'> </span><span class=3DSpellE>obtained</span=
><span
style=3D'letter-spacing:-.75pt'> </span><span class=3DSpellE>information</s=
pan>. <span
class=3DSpellE>Consequently</span>, <span class=3DSpellE>the</span> <span
class=3DSpellE>proposed</span> <span class=3DSpellE>model</span> is <span
class=3DSpellE>useful</span> <span class=3DSpellE>for</span> <span class=3D=
SpellE>decision-making</span>
in <span class=3DSpellE>imports</span> <span class=3DSpellE>because</span> =
<span
class=3DSpellE>it</span> <span class=3DSpellE>allows</span> data <span
class=3DSpellE>analysis</span> <span class=3DSpellE>from</span> <span class=
=3DSpellE>all</span>
<span class=3DSpellE>countries</span> in <span class=3DSpellE>conjunction</=
span> <span
class=3DSpellE>with</span> <span class=3DSpellE>imported</span> <span class=
=3DSpellE>goods</span>,
<span class=3DSpellE>proving</span> <span class=3DSpellE>to</span> be <span
class=3DSpellE>applicable</span> <span class=3DSpellE>to</span> a <span
class=3DSpellE>wide</span> <span class=3DSpellE>range</span> <span class=3D=
SpellE>of</span>
<span class=3DSpellE>companies</span>.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.05pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-left:16.0pt;line-height:103%'><b
style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:norma=
l'><span
lang=3DES>Keywords:<span style=3D'letter-spacing:-.3pt'> </span></span></i>=
</b><span
lang=3DES>Business<span style=3D'letter-spacing:-.35pt'> </span>Intelligenc=
e,<span
style=3D'letter-spacing:-.3pt'> </span><span class=3DSpellE>Clustering</spa=
n>,<span
style=3D'letter-spacing:-.3pt'> </span>Data<span style=3D'letter-spacing:-.=
3pt'> </span><span
class=3DSpellE>Mining</span>,<span style=3D'letter-spacing:-.3pt'> </span>D=
ata<span
style=3D'letter-spacing:-.55pt'> </span><span class=3DSpellE>Visualization<=
/span>,<span
style=3D'letter-spacing:-.3pt'> </span>International <span class=3DSpellE><=
span
style=3D'letter-spacing:-.1pt'>Trade</span></span><span style=3D'letter-spa=
cing:
-.1pt'>.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:12.7pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-right:.05pt'><span lang=3DES style=3D'letter-spacing:-.=
1pt'>Introducci&oacute;n</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=3DES>El comercio internacional se posic=
iona
como uno de los pilares fundamentales para el desarrollo<span style=3D'lett=
er-spacing:
-.75pt'> </span>econ&oacute;mico<span style=3D'letter-spacing:-.45pt'> </sp=
an>de<span
style=3D'letter-spacing:-.45pt'> </span>los<span style=3D'letter-spacing:-.=
45pt'> </span>pa&iacute;ses.<span
style=3D'letter-spacing:-.75pt'> </span>Al<span style=3D'letter-spacing:-.4=
5pt'> </span>facilitar<span
style=3D'letter-spacing:-.45pt'> </span>el<span style=3D'letter-spacing:-.4=
5pt'> </span>intercambio<span
style=3D'letter-spacing:-.45pt'> </span>de<span style=3D'letter-spacing:-.4=
5pt'> </span>bienes,<span
style=3D'letter-spacing:-.45pt'> </span>servicios<span style=3D'letter-spac=
ing:
-.45pt'> </span>y<span style=3D'letter-spacing:-.45pt'> </span>tecnolog&iac=
ute;a
entre naciones, se dinamiza la econom&iacute;a y se contribuye
significativamente al crecimiento<span style=3D'letter-spacing:4.0pt'> </sp=
an>del
Producto Interno Bruto (PIB) (<span class=3DSpellE>Rahim</span> et al., 202=
3).
Esta actividad clave genera diversos beneficios<span style=3D'letter-spacin=
g:
-.4pt'> </span>como<span style=3D'letter-spacing:-.4pt'> </span>i)<span
style=3D'letter-spacing:-.4pt'> </span>aumento<span style=3D'letter-spacing=
:-.4pt'>
</span>del<span style=3D'letter-spacing:-.4pt'> </span>empleo:<span
style=3D'letter-spacing:-.4pt'> </span>Los<span style=3D'letter-spacing:-.4=
pt'> </span>pa&iacute;ses<span
style=3D'letter-spacing:-.4pt'> </span>exportadores<span style=3D'letter-sp=
acing:
-.4pt'> </span>experimentan<span style=3D'letter-spacing:-.4pt'> </span>un<=
span
style=3D'letter-spacing:-.4pt'> </span>crecimiento en las oportunidades
laborales, impulsando el bienestar social; <span class=3DSpellE>ii</span>) =
mayor
variedad para los <span style=3D'letter-spacing:-.1pt'>consumidores:</span>=
<span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Los</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>pa&iacute;ses</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>importadores</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>se</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>ven</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>beneficiados</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>por</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>una</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>amplia</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>gama</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>productos</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>y
servicios</span><span style=3D'letter-spacing:-.75pt'> </span><span
style=3D'letter-spacing:-.1pt'>a</span><span style=3D'letter-spacing:-.65pt=
'> </span><span
style=3D'letter-spacing:-.1pt'>su</span><span style=3D'letter-spacing:-.65p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>disposici&oacute;n,</span><span style=3D'let=
ter-spacing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>lo</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>cual</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>satisface</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>mejor</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>sus</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>necesidades</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>y</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>preferencias;</span><span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>iii</span></span><span style=3D'letter-spaci=
ng:-.1pt'>)</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>informaci&oacute;n
</span>para la toma de decisiones: El comercio internacional permite a los
consumidores acceder a <span style=3D'letter-spacing:-.1pt'>informaci&oacut=
e;n</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>sobre</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>diferentes</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>opciones,</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>facilitando</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>elecci&oacute;n</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>los</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>bienes</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>que</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>mejor</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>se</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>ajustan
</span>a<span style=3D'letter-spacing:-.75pt'> </span>sus<span style=3D'let=
ter-spacing:
-.75pt'> </span>necesidades<span style=3D'letter-spacing:-.75pt'> </span>y<=
span
style=3D'letter-spacing:-.75pt'> </span>presupuesto<span style=3D'letter-sp=
acing:
-.75pt'> </span>(<span class=3DSpellE>T&acirc;u</span><span style=3D'letter=
-spacing:
-.75pt'> </span>&amp;<span style=3D'letter-spacing:-.75pt'> </span><span
class=3DSpellE>Sharfeldin</span>,<span style=3D'letter-spacing:-.75pt'> </s=
pan>2021).<span
style=3D'letter-spacing:-.75pt'> </span>Por<span style=3D'letter-spacing:-.=
75pt'> </span>lo<span
style=3D'letter-spacing:-.75pt'> </span>que,<span style=3D'letter-spacing:-=
.75pt'> </span>el<span
style=3D'letter-spacing:-.75pt'> </span>comercio<span style=3D'letter-spaci=
ng:-.75pt'>
</span>internacional se erige como un motor fundamental para el progreso
econ&oacute;mico y social de las naciones, impulsando el crecimiento, la
generaci&oacute;n de empleo y el bienestar de los ciudadanos.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.25pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.6pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES style=3D'letter-spacing:-.2pt'>Si<=
/span><span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>bien</span><span lang=3DES style=3D'letter-spacing:-.5pt'> </span><s=
pan
lang=3DES style=3D'letter-spacing:-.2pt'>el</span><span lang=3DES style=3D'=
letter-spacing:
-.5pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>comercio</spa=
n><span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>internacional</span><span lang=3DES style=3D'letter-spacing:-.5pt'> =
</span><span
lang=3DES style=3D'letter-spacing:-.2pt'>es</span><span lang=3DES style=3D'=
letter-spacing:
-.5pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>un</span><span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>motor</span><span lang=3DES style=3D'letter-spacing:-.5pt'> </span><=
span
lang=3DES style=3D'letter-spacing:-.2pt'>fundamental</span><span lang=3DES
style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.2pt'>para</span><span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>el</span><span lang=3DES style=3D'letter-spacing:-.5pt'> </span><span
lang=3DES style=3D'letter-spacing:-.2pt'>crecimiento</span><span lang=3DES
style=3D'letter-spacing:-.5pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.2pt'>econ&oacute;mico,
</span><span lang=3DES>la<span style=3D'letter-spacing:-.75pt'> </span>toma=
<span
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>decisiones<span
style=3D'letter-spacing:-.75pt'> </span>en<span style=3D'letter-spacing:-.7=
5pt'> </span>este<span
style=3D'letter-spacing:-.75pt'> </span>&aacute;mbito<span style=3D'letter-=
spacing:
-.75pt'> </span>se<span style=3D'letter-spacing:-.75pt'> </span>ve<span
style=3D'letter-spacing:-.75pt'> </span>afectada<span style=3D'letter-spaci=
ng:-.75pt'>
</span>por<span style=3D'letter-spacing:-.75pt'> </span>altos<span
style=3D'letter-spacing:-.75pt'> </span>niveles<span style=3D'letter-spacin=
g:-.75pt'>
</span>de<span style=3D'letter-spacing:-.75pt'> </span>incertidumbre<span
style=3D'letter-spacing:-.75pt'> </span>(<span class=3DSpellE>Ponlaem</span=
> et<span
style=3D'letter-spacing:-.5pt'> </span>al.,<span style=3D'letter-spacing:-.=
5pt'> </span>2021).<span
style=3D'letter-spacing:-.5pt'> </span>Este<span style=3D'letter-spacing:-.=
5pt'> </span>factor<span
style=3D'letter-spacing:-.5pt'> </span>eleva<span style=3D'letter-spacing:-=
.5pt'> </span>el<span
style=3D'letter-spacing:-.5pt'> </span>riesgo<span style=3D'letter-spacing:=
-.5pt'> </span>asociado<span
style=3D'letter-spacing:-.5pt'> </span>a<span style=3D'letter-spacing:-.5pt=
'> </span>las<span
style=3D'letter-spacing:-.5pt'> </span>importaciones<span style=3D'letter-s=
pacing:
-.5pt'> </span>y<span style=3D'letter-spacing:-.5pt'> </span>exportaciones<=
span
style=3D'letter-spacing:-.5pt'> </span>(<span class=3DSpellE>Bonaime</span>=
 et<span
style=3D'letter-spacing:-.35pt'> </span>al.,<span style=3D'letter-spacing:-=
.35pt'> </span>2018),<span
style=3D'letter-spacing:-.35pt'> </span>dificultando<span style=3D'letter-s=
pacing:
-.35pt'> </span>el<span style=3D'letter-spacing:-.35pt'> </span>intercambio=
<span
style=3D'letter-spacing:-.35pt'> </span>fluido<span style=3D'letter-spacing=
:-.35pt'>
</span>de<span style=3D'letter-spacing:-.35pt'> </span>bienes.<span
style=3D'letter-spacing:-.35pt'> </span>En<span style=3D'letter-spacing:-.3=
5pt'> </span>este<span
style=3D'letter-spacing:-.35pt'> </span>contexto,<span style=3D'letter-spac=
ing:
-.35pt'> </span>el<span style=3D'letter-spacing:-.35pt'> </span>an&aacute;l=
isis<span
style=3D'letter-spacing:-.35pt'> </span>de<span style=3D'letter-spacing:-.3=
5pt'> </span>datos
<span style=3D'letter-spacing:-.1pt'>de</span><span style=3D'letter-spacing=
:-.55pt'>
</span><span style=3D'letter-spacing:-.1pt'>importaciones</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>se</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>convierte</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>en</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>una</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>herramienta</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>crucial</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>para</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>reducir</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>la</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>incertidumbre</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>y</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.1pt=
'>facilitar
</span>el comercio internacional. Las cifras del Banco Central del Ecuador
(BCE) lo confirman: En 2018, las importaciones del pa&iacute;s alcanzaron l=
os
22,385 millones de d&oacute;lares, representando el 20.81%<span
style=3D'letter-spacing:-.05pt'> </span>del<span style=3D'letter-spacing:-.=
05pt'> </span>PIB,<span
style=3D'letter-spacing:-.05pt'> </span>y<span style=3D'letter-spacing:-.05=
pt'> </span>compuestas<span
style=3D'letter-spacing:-.05pt'> </span>principalmente<span style=3D'letter=
-spacing:
-.05pt'> </span>por<span style=3D'letter-spacing:-.05pt'> </span>materias<s=
pan
style=3D'letter-spacing:-.05pt'> </span>primas<span style=3D'letter-spacing=
:-.05pt'>
</span>y<span style=3D'letter-spacing:-.05pt'> </span>bienes<span
style=3D'letter-spacing:-.05pt'> </span>de<span style=3D'letter-spacing:-.0=
5pt'> </span>capital<span
style=3D'letter-spacing:-.05pt'> </span>(Banco Central del Ecuador, 2023).<=
/span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.05pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.7pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>El an&aacute;lisis y la
comprensi&oacute;n de los costos de importaci&oacute;n de las diferentes
subpartidas es<span style=3D'letter-spacing:-.6pt'> </span>fundamental<span
style=3D'letter-spacing:-.6pt'> </span>para<span style=3D'letter-spacing:-.=
6pt'> </span>reducir<span
style=3D'letter-spacing:-.6pt'> </span>el<span style=3D'letter-spacing:-.6p=
t'> </span>riesgo<span
style=3D'letter-spacing:-.6pt'> </span>en<span style=3D'letter-spacing:-.6p=
t'> </span>las<span
style=3D'letter-spacing:-.6pt'> </span>decisiones<span style=3D'letter-spac=
ing:
-.6pt'> </span>de<span style=3D'letter-spacing:-.6pt'> </span>importaci&oac=
ute;n<span
style=3D'letter-spacing:-.6pt'> </span>y<span style=3D'letter-spacing:-.6pt=
'> </span>exportaci&oacute;n,<span
style=3D'letter-spacing:-.6pt'> </span>optimizar <span style=3D'letter-spac=
ing:
-.1pt'>los</span><span style=3D'letter-spacing:-.3pt'> </span><span
style=3D'letter-spacing:-.1pt'>procesos</span><span style=3D'letter-spacing=
:-.3pt'>
</span><span style=3D'letter-spacing:-.1pt'>log&iacute;sticos</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>y</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>cadena</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>suministro,</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>identificar</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>nuevas</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>oportunidades</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>comerciales,
</span>negociar mejores precios con proveedores internacionales y tomar
decisiones estrat&eacute;gicas informadas para la gesti&oacute;n del comerc=
io
exterior.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.7pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>El an&aacute;lisis de datos ha
demostrado ser una herramienta invaluable para optimizar la <span
style=3D'letter-spacing:-.1pt'>gesti&oacute;n</span><span style=3D'letter-s=
pacing:
-.6pt'> </span><span style=3D'letter-spacing:-.1pt'>de</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>cadenas</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>suministro</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>y</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>aumentar</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>ventaja</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>competitiva</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>en</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>el</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>comercio</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>internacional.
</span>Al reducir la incertidumbre en factores como la demanda y las
condiciones del mercado, es posible tomar decisiones m&aacute;s informadas y
estrat&eacute;gicas (<span class=3DSpellE>Dubey</span> et al., 2021). Las
t&eacute;cnicas de miner&iacute;a<span style=3D'letter-spacing:-.5pt'> </sp=
an>de<span
style=3D'letter-spacing:-.5pt'> </span>datos<span style=3D'letter-spacing:-=
.5pt'> </span>son<span
style=3D'letter-spacing:-.5pt'> </span>capaces<span style=3D'letter-spacing=
:-.5pt'>
</span>de<span style=3D'letter-spacing:-.5pt'> </span>realizar<span
style=3D'letter-spacing:-.5pt'> </span>an&aacute;lisis<span style=3D'letter=
-spacing:
-.5pt'> </span>robustos<span style=3D'letter-spacing:-.5pt'> </span>del<span
style=3D'letter-spacing:-.5pt'> </span>comportamiento<span style=3D'letter-=
spacing:
-.5pt'> </span>comercial<span style=3D'letter-spacing:-.5pt'> </span>de<span
style=3D'letter-spacing:-.5pt'> </span>los</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:103%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection5>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.7pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span lang=3DES style=3D'letter-spacing:-.1pt'>pa&iacute;ses,</span><=
span
lang=3DES style=3D'letter-spacing:-.2pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>facilitando</span><span lang=3DES style=3D'letter-spacing:-.2pt'> </=
span><span
lang=3DES style=3D'letter-spacing:-.1pt'>la</span><span lang=3DES style=3D'=
letter-spacing:
-.2pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>toma</span><s=
pan
lang=3DES style=3D'letter-spacing:-.2pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>de</span><span lang=3DES style=3D'letter-spacing:-.2pt'> </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>decisiones</span><span lang=3DES
style=3D'letter-spacing:-.2pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.1pt'>acertadas</span><span
lang=3DES style=3D'letter-spacing:-.2pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>en</span><span lang=3DES style=3D'letter-spacing:-.2pt'> </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>materia</span><span lang=3DES
style=3D'letter-spacing:-.2pt'> </span><span lang=3DES style=3D'letter-spac=
ing:-.1pt'>de</span><span
lang=3DES style=3D'letter-spacing:-.2pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>importaciones</span><span lang=3DES style=3D'letter-spacing:-.2pt'> =
</span><span
lang=3DES style=3D'letter-spacing:-.1pt'>y</span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>exportaciones=
. </span><span
lang=3DES>Sin embargo, la complejidad de la interpretaci&oacute;n y
comunicaci&oacute;n de los resultados obtenidos mediante estas t&eacute;cni=
cas
puede dificultar su comprensi&oacute;n a los usuarios (Chambers, 2018).</sp=
an></p>

<p class=3DMsoBodyText style=3D'margin-top:.75pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.6pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>As&iacute;<span style=3D'letter-sp=
acing:
-.5pt'> </span>pues,<span style=3D'letter-spacing:-.5pt'> </span>la<span
style=3D'letter-spacing:-.5pt'> </span>visualizaci&oacute;n<span
style=3D'letter-spacing:-.5pt'> </span>de<span style=3D'letter-spacing:-.5p=
t'> </span>datos<span
style=3D'letter-spacing:-.5pt'> </span>es<span style=3D'letter-spacing:-.5p=
t'> </span>importante,<span
style=3D'letter-spacing:-.5pt'> </span>ya<span style=3D'letter-spacing:-.5p=
t'> </span>que<span
style=3D'letter-spacing:-.5pt'> </span>a<span style=3D'letter-spacing:-.5pt=
'> </span>trav&eacute;s<span
style=3D'letter-spacing:-.5pt'> </span>de<span style=3D'letter-spacing:-.5p=
t'> </span>res&uacute;menes<span
style=3D'letter-spacing:-.5pt'> </span>visuales y<span style=3D'letter-spac=
ing:
.95pt'> </span>paneles<span style=3D'letter-spacing:.95pt'> </span>de<span
style=3D'letter-spacing:.95pt'> </span>control<span style=3D'letter-spacing=
:.95pt'>
</span>o<span style=3D'letter-spacing:.95pt'> </span><span class=3DSpellE>d=
ashboards</span><span
style=3D'letter-spacing:.95pt'> </span>permite<span style=3D'letter-spacing=
:.95pt'>
</span>comunicar<span style=3D'letter-spacing:.95pt'> </span>informaci&oacu=
te;n<span
style=3D'letter-spacing:.95pt'> </span>de<span style=3D'letter-spacing:.95p=
t'> </span>manera<span
style=3D'letter-spacing:.95pt'> </span>clara,<span style=3D'letter-spacing:=
.95pt'> </span>concisa
y comprensible (J. Kim et al., 2016). Su aplicaci&oacute;n en el &aacute;mb=
ito
del comercio internacional<span style=3D'letter-spacing:4.0pt'> </span>ha
demostrado ser particularmente &uacute;til para visualizar el comportamiento
del comercio entre diferentes regiones, considerando variables como el volu=
men
de compraventa, el costo y su evoluci&oacute;n<span style=3D'letter-spacing=
:-.6pt'>
</span>a<span style=3D'letter-spacing:-.6pt'> </span>lo<span style=3D'lette=
r-spacing:
-.6pt'> </span>largo<span style=3D'letter-spacing:-.6pt'> </span>del<span
style=3D'letter-spacing:-.6pt'> </span>tiempo<span style=3D'letter-spacing:=
-.6pt'> </span>(S.<span
style=3D'letter-spacing:-.6pt'> </span>Kim<span style=3D'letter-spacing:-.6=
pt'> </span>et<span
style=3D'letter-spacing:-.6pt'> </span>al.,<span style=3D'letter-spacing:-.=
6pt'> </span>2020).<span
style=3D'letter-spacing:-.6pt'> </span>La<span style=3D'letter-spacing:-.6p=
t'> </span>principal<span
style=3D'letter-spacing:-.6pt'> </span>ventaja<span style=3D'letter-spacing=
:-.6pt'>
</span>de<span style=3D'letter-spacing:-.6pt'> </span>la<span style=3D'lett=
er-spacing:
-.6pt'> </span>visualizaci&oacute;n<span style=3D'letter-spacing:-.6pt'> </=
span>de
<span style=3D'letter-spacing:-.1pt'>datos</span><span style=3D'letter-spac=
ing:
-.4pt'> </span><span style=3D'letter-spacing:-.1pt'>radica</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>en</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>su</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>capacidad</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>para</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>ofrecer</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>al</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>usuario</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>una</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>comprensi&oacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>intuitiva</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>informaci&oacute;n
</span>presentada. En el caso de Ecuador, la aplicaci&oacute;n de estas
t&eacute;cnicas a gran escala permitir&iacute;a <span style=3D'letter-spaci=
ng:
-.2pt'>representar gr&aacute;ficamente los costos de importaci&oacute;n,
facilitando su an&aacute;lisis y la toma de decisiones </span>estrat&eacute=
;gicas
en materia de comercio exterior.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.1pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.85pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Conforme<span style=3D'letter-spac=
ing:
-.25pt'> </span>con<span style=3D'letter-spacing:-.25pt'> </span>los<span
style=3D'letter-spacing:-.25pt'> </span>antecedentes<span style=3D'letter-s=
pacing:
-.25pt'> </span>expuestos,<span style=3D'letter-spacing:-.25pt'> </span>en<=
span
style=3D'letter-spacing:-.25pt'> </span>esta<span style=3D'letter-spacing:-=
.25pt'> </span>investigaci&oacute;n<span
style=3D'letter-spacing:-.25pt'> </span>se<span style=3D'letter-spacing:-.2=
5pt'> </span>propone<span
style=3D'letter-spacing:-.25pt'> </span>un<span style=3D'letter-spacing:-.2=
5pt'> </span>modelo
de an&aacute;lisis y visualizaci&oacute;n de datos de importaciones del Ecu=
ador
en el per&iacute;odo 2008-2018 en base<span style=3D'letter-spacing:-.15pt'=
> </span>a<span
style=3D'letter-spacing:-.15pt'> </span>t&eacute;cnicas<span style=3D'lette=
r-spacing:
-.2pt'> </span>de<span style=3D'letter-spacing:-.15pt'> </span>miner&iacute=
;a<span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
5pt'> </span>datos.<span
style=3D'letter-spacing:-.15pt'> </span>Con<span style=3D'letter-spacing:-.=
15pt'> </span>la<span
style=3D'letter-spacing:-.15pt'> </span>finalidad<span style=3D'letter-spac=
ing:
-.15pt'> </span>de<span style=3D'letter-spacing:-.15pt'> </span>reducir<span
style=3D'letter-spacing:-.15pt'> </span>la<span style=3D'letter-spacing:-.1=
5pt'> </span>incertidumbre<span
style=3D'letter-spacing:-.2pt'> </span>en<span style=3D'letter-spacing:-.15=
pt'> </span>la<span
style=3D'letter-spacing:-.15pt'> </span>toma<span style=3D'letter-spacing:-=
.15pt'> </span>de
decisiones comerciales internacionales al conocer cu&aacute;les son los
pa&iacute;ses con los que se puede lograr una mejor relaci&oacute;n comerci=
al
en base a los costos de importaci&oacute;n.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.55pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>De este modo, este art&iacute;culo=
 se
estructura de la siguiente manera: en la Secci&oacute;n 2 se <span
style=3D'letter-spacing:-.1pt'>presentan</span><span style=3D'letter-spacin=
g:-.5pt'>
</span><span style=3D'letter-spacing:-.1pt'>los</span><span style=3D'letter=
-spacing:
-.5pt'> </span><span style=3D'letter-spacing:-.1pt'>trabajos</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>relacionados;</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Secci&oacute;n</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>3</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>expone</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>metodolog&iacute;a</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>empleada;</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>en</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Secci&oacute;n
</span>4 se detallan los resultados obtenidos; la Secci&oacute;n 5 manifies=
ta
las discusiones y finalmente en la &uacute;ltima Secci&oacute;n se exhiben =
las
conclusiones y los trabajos futuros.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:12.8pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-left:183.2pt;text-align:justify'><span lang=3DES
style=3D'letter-spacing:-.1pt'>Trabajos</span><span lang=3DES style=3D'lett=
er-spacing:
-.45pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>Relacionados=
</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=3DES>En el &aacute;mbito del comercio
internacional, el an&aacute;lisis de dat<a name=3D"_Hlk76478850"></a>os ha
emergido como una <span style=3D'letter-spacing:-.1pt'>herramienta</span><s=
pan
style=3D'letter-spacing:-.75pt'> </span><span style=3D'letter-spacing:-.1pt=
'>fundamental</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>para</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>comprender</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>las</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>din&aacute;micas</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>complejas</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>que</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>lo</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>caracterizan.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Diversos
</span>estudios han demostrado varias t&eacute;cnicas para identificar
patrones, clasificar pa&iacute;ses y tomar decisiones<span style=3D'letter-=
spacing:
-.45pt'> </span>estrat&eacute;gicas.<span style=3D'letter-spacing:-.45pt'> =
</span>Siendo<span
style=3D'letter-spacing:-.45pt'> </span>as&iacute;,<span style=3D'letter-sp=
acing:
-.45pt'> </span>en<span style=3D'letter-spacing:-.45pt'> </span>un<span
style=3D'letter-spacing:-.45pt'> </span>estudio<span style=3D'letter-spacin=
g:-.45pt'>
</span>realizado<span style=3D'letter-spacing:-.45pt'> </span>por<span
style=3D'letter-spacing:-.45pt'> </span><span class=3DSpellE>Simi&#263;</sp=
an><span
style=3D'letter-spacing:-.45pt'> </span>et<span style=3D'letter-spacing:-.4=
5pt'> </span>al.<span
style=3D'letter-spacing:-.45pt'> </span>(2016),<span style=3D'letter-spacin=
g:-.45pt'>
</span>examinaron las<span style=3D'letter-spacing:-.45pt'> </span>importac=
iones<span
style=3D'letter-spacing:-.45pt'> </span>de<span style=3D'letter-spacing:-.4=
pt'> </span>telas<span
style=3D'letter-spacing:-.45pt'> </span>de<span style=3D'letter-spacing:-.4=
pt'> </span>algod&oacute;n<span
style=3D'letter-spacing:-.4pt'> </span>a<span style=3D'letter-spacing:-.4pt=
'> </span>los<span
style=3D'letter-spacing:-.45pt'> </span>Estados<span style=3D'letter-spacin=
g:-.45pt'>
</span>Unidos<span style=3D'letter-spacing:-.45pt'> </span>durante<span
style=3D'letter-spacing:-.4pt'> </span>el<span style=3D'letter-spacing:-.4p=
t'> </span>per&iacute;odo<span
style=3D'letter-spacing:-.4pt'> </span>1990-2010.<span style=3D'letter-spac=
ing:
-.4pt'> </span>Para ello,<span style=3D'letter-spacing:-.15pt'> </span>prop=
usieron<span
style=3D'letter-spacing:-.1pt'> </span>un<span style=3D'letter-spacing:-.1p=
t'> </span>enfoque<span
style=3D'letter-spacing:-.1pt'> </span>original<span style=3D'letter-spacin=
g:-.1pt'>
</span>que<span style=3D'letter-spacing:-.1pt'> </span>clasificaba<span
style=3D'letter-spacing:-.15pt'> </span>a<span style=3D'letter-spacing:-.1p=
t'> </span>los<span
style=3D'letter-spacing:-.1pt'> </span>200<span style=3D'letter-spacing:-.1=
pt'> </span>pa&iacute;ses<span
style=3D'letter-spacing:-.1pt'> </span>proveedores<span style=3D'letter-spa=
cing:
-.1pt'> </span>en<span style=3D'letter-spacing:-.1pt'> </span>distintos gru=
pos
seg&uacute;n su desempe&ntilde;o econ&oacute;mico.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.55pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Los investigadores obtuvieron dato=
s de
valor monetario y peso de las importaciones del<span style=3D'letter-spacin=
g:
-.45pt'> </span>repositorio<span style=3D'letter-spacing:-.45pt'> </span>de=
<span
style=3D'letter-spacing:-.45pt'> </span>comercio<span style=3D'letter-spaci=
ng:-.45pt'>
</span>exterior<span style=3D'letter-spacing:-.45pt'> </span>de<span
style=3D'letter-spacing:-.45pt'> </span>Estados<span style=3D'letter-spacin=
g:-.5pt'>
</span>Unidos.<span style=3D'letter-spacing:-.45pt'> </span>Posteriormente,=
<span
style=3D'letter-spacing:-.45pt'> </span>aplicaron<span style=3D'letter-spac=
ing:
-.45pt'> </span>el<span style=3D'letter-spacing:-.5pt'> </span>algoritmo K-=
<span
class=3DSpellE>means</span>, una t&eacute;cnica de agrupamiento para identi=
ficar
grupos de pa&iacute;ses con caracter&iacute;sticas <span style=3D'letter-sp=
acing:
-.1pt'>similares.</span><span style=3D'letter-spacing:-.25pt'> </span><span
style=3D'letter-spacing:-.1pt'>Los</span><span style=3D'letter-spacing:-.25=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>resultados</span><span style=3D'letter-spaci=
ng:-.25pt'>
</span><span style=3D'letter-spacing:-.1pt'>revelaron</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>una</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>correlaci&oacute;n</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>significativa</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>entre</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>crecimiento</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>econ&oacute;mico
</span>de un pa&iacute;s y su volumen de exportaciones de algod&oacute;n a =
los
Estados Unidos. Los pa&iacute;ses con <span style=3D'letter-spacing:-.2pt'>=
econom&iacute;as
de r&aacute;pido crecimiento tienden a ser los principales proveedores de
algod&oacute;n al mercado </span><span style=3D'letter-spacing:-.1pt'>estad=
ounidense.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.6pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES style=3D'letter-spacing:-.1pt'>Un<=
/span><span
lang=3DES style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>estudio</span><span lang=3DES style=3D'letter-spacing:-.65pt'> </spa=
n><span
lang=3DES style=3D'letter-spacing:-.1pt'>adicional</span><span lang=3DES
style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>analiza</span><span
lang=3DES style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>las</span><span lang=3DES style=3D'letter-spacing:-.65pt'> </span><s=
pan
lang=3DES style=3D'letter-spacing:-.1pt'>importaciones</span><span lang=3DES
style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>de</span><span
lang=3DES style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>arroz</span><span lang=3DES style=3D'letter-spacing:-.65pt'> </span>=
<span
lang=3DES style=3D'letter-spacing:-.1pt'>a</span><span lang=3DES style=3D'l=
etter-spacing:
-.65pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>Indonesia</s=
pan><span
lang=3DES style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>desde</span><span lang=3DES style=3D'letter-spacing:-.65pt'> </span>=
<span
lang=3DES style=3D'letter-spacing:-.1pt'>diversos</span><span lang=3DES
style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>pa&iacute;ses
</span><span lang=3DES>durante<span style=3D'letter-spacing:-.25pt'> </span=
>el<span
style=3D'letter-spacing:-.25pt'> </span>per&iacute;odo<span style=3D'letter=
-spacing:
-.25pt'> </span>2000-2015,<span style=3D'letter-spacing:-.25pt'> </span>inc=
luyendo<span
style=3D'letter-spacing:-.45pt'> </span>Vietnam,<span style=3D'letter-spaci=
ng:-.45pt'>
</span>Tailandia,<span style=3D'letter-spacing:-.25pt'> </span>China,<span
style=3D'letter-spacing:-.25pt'> </span>India,<span style=3D'letter-spacing=
:-.25pt'>
</span>Pakist&aacute;n,<span style=3D'letter-spacing:-.25pt'> </span>Estado=
s <span
style=3D'letter-spacing:-.1pt'>Unidos,</span><span style=3D'letter-spacing:=
-.65pt'>
</span><span style=3D'letter-spacing:-.1pt'>Taiw&aacute;n,</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Singapur</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>y</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Myanmar.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Con</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>el</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>objetivo</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>identificar</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>los</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>principales</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>proveedores
</span>de arroz, se agruparon los pa&iacute;ses de importaci&oacute;n en tr=
es
cl&uacute;steres: alto nivel de importaci&oacute;n, introducci&oacute;n med=
ia y
bajo nivel de importaci&oacute;n. Para ello, emplearon el algoritmo K-<span
class=3DSpellE>means</span> y el software <span class=3DSpellE>RapidMiner</=
span>,
considerando las variables de peso de la mercader&iacute;a en toneladas, su=
</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:103%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection6>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.85pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span lang=3DES>valor de costo, seguro y flete o <span class=3DSpellE=
>Cost</span>,
<span class=3DSpellE>Insurance</span>, <span class=3DSpellE>Freight</span> =
(CIF).
Los resultados revelaron que Vietnam<span style=3D'letter-spacing:-.55pt'> =
</span>y<span
style=3D'letter-spacing:-.75pt'> </span>Tailandia,<span style=3D'letter-spa=
cing:
-.55pt'> </span>pertenecientes<span style=3D'letter-spacing:-.6pt'> </span>=
al<span
style=3D'letter-spacing:-.55pt'> </span>cl&uacute;ster<span style=3D'letter=
-spacing:
-.55pt'> </span>de<span style=3D'letter-spacing:-.55pt'> </span>alto<span
style=3D'letter-spacing:-.55pt'> </span>nivel<span style=3D'letter-spacing:=
-.55pt'>
</span>de<span style=3D'letter-spacing:-.55pt'> </span>importaci&oacute;n,<=
span
style=3D'letter-spacing:-.6pt'> </span>eran<span style=3D'letter-spacing:-.=
55pt'> </span>los<span
style=3D'letter-spacing:-.55pt'> </span>principales proveedores de arroz pa=
ra
Indonesia, seguidos por China, India y Pakist&aacute;n en el cl&uacute;ster=
 de
introducci&oacute;n<span style=3D'letter-spacing:-.3pt'> </span>media.<span
style=3D'letter-spacing:-.3pt'> </span>Los<span style=3D'letter-spacing:-.3=
pt'> </span>pa&iacute;ses<span
style=3D'letter-spacing:-.3pt'> </span>restantes<span style=3D'letter-spaci=
ng:-.3pt'>
</span>se<span style=3D'letter-spacing:-.3pt'> </span>ubicaron<span
style=3D'letter-spacing:-.3pt'> </span>en<span style=3D'letter-spacing:-.3p=
t'> </span>el<span
style=3D'letter-spacing:-.3pt'> </span>cl&uacute;ster<span style=3D'letter-=
spacing:
-.3pt'> </span>de<span style=3D'letter-spacing:-.3pt'> </span>bajo<span
style=3D'letter-spacing:-.3pt'> </span>nivel<span style=3D'letter-spacing:-=
.3pt'> </span>de<span
style=3D'letter-spacing:-.3pt'> </span>importaci&oacute;n (<span class=3DSp=
ellE>Windarto</span>,
2017).</span></p>

<p class=3DMsoBodyText style=3D'margin-top:2.05pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span class=3DSpellE><span lang=3DES>Dankevych</sp=
an></span><span
lang=3DES style=3D'letter-spacing:-.5pt'> </span><span lang=3DES>et<span
style=3D'letter-spacing:-.5pt'> </span>al.<span style=3D'letter-spacing:-.5=
pt'> </span>(2018)<span
style=3D'letter-spacing:-.5pt'> </span>identificaron<span style=3D'letter-s=
pacing:
-.5pt'> </span>socios<span style=3D'letter-spacing:-.5pt'> </span>potencial=
es<span
style=3D'letter-spacing:-.5pt'> </span>para<span style=3D'letter-spacing:-.=
5pt'> </span>el<span
style=3D'letter-spacing:-.5pt'> </span>comercio<span style=3D'letter-spacin=
g:-.5pt'>
</span>internacional de productos agr&iacute;colas a largo plazo con Ucrani=
a.
Se analizaron datos del per&iacute;odo 2014-2016 utilizando el algoritmo K-=
<span
class=3DSpellE>means</span> para agrupar pa&iacute;ses en tres categor&iacu=
te;as:
&quot;Orientados a la exportaci&oacute;n&quot;,<span style=3D'letter-spacin=
g:
-.75pt'> </span>&quot;Orientados<span style=3D'letter-spacing:-.75pt'> </sp=
an>a<span
style=3D'letter-spacing:-.75pt'> </span>la<span style=3D'letter-spacing:-.7=
5pt'> </span>importaci&oacute;n&quot;<span
style=3D'letter-spacing:-.65pt'> </span>y<span style=3D'letter-spacing:-.65=
pt'> </span>&quot;Socios<span
style=3D'letter-spacing:-.65pt'> </span>potenciales&quot;.<span style=3D'le=
tter-spacing:
-.75pt'> </span>Austria,<span style=3D'letter-spacing:-.65pt'> </span>Bulga=
ria,<span
style=3D'letter-spacing:-.65pt'> </span>Croacia, Chipre, Rep&uacute;blica C=
heca,
Dinamarca, Estonia, Finlandia, Grecia, Irlanda, Letonia, Lituania, Luxembur=
go y
Espa&ntilde;a fueron identificados como socios potenciales basados en su
potencial comercial y perspectivas a largo plazo.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.7pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span class=3DSpellE><span lang=3DES>Batarseh</spa=
n></span><span
lang=3DES> et al. (2019) exploraron la viabilidad de utilizar t&eacute;cnic=
as de
miner&iacute;a de datos para<span style=3D'letter-spacing:-.35pt'> </span>a=
grupar<span
style=3D'letter-spacing:-.35pt'> </span>pa&iacute;ses<span style=3D'letter-=
spacing:
-.35pt'> </span>seg&uacute;n<span style=3D'letter-spacing:-.35pt'> </span>s=
u<span
style=3D'letter-spacing:-.35pt'> </span>nivel<span style=3D'letter-spacing:=
-.35pt'>
</span>de<span style=3D'letter-spacing:-.35pt'> </span>comercio<span
style=3D'letter-spacing:-.35pt'> </span>de<span style=3D'letter-spacing:-.3=
5pt'> </span>productos<span
style=3D'letter-spacing:-.35pt'> </span>agr&iacute;colas.<span style=3D'let=
ter-spacing:
-.35pt'> </span>Se<span style=3D'letter-spacing:-.35pt'> </span>analizaron<=
span
style=3D'letter-spacing:-.35pt'> </span>datos<span style=3D'letter-spacing:=
-.35pt'>
</span>del sistema de agricultura de Estados Unidos entre 1989 y 2018. El
algoritmo K-<span class=3DSpellE>means</span> aplicado con Python agrupa los
pa&iacute;ses en tres cl&uacute;steres, principales importadores y exportad=
ores
entre Estados Unidos y China, pa&iacute;ses con comercio significativo entre
Jap&oacute;n, Alemania, Canad&aacute;, Reino Unido, India y Francia, y el r=
esto
de los pa&iacute;ses. Este tipo de an&aacute;lisis puede ser &uacute;til pa=
ra
informar la formulaci&oacute;n de pol&iacute;ticas comerciales.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.55pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>En otro estudio, se eval&uacute;a =
la
eficacia del algoritmo K-<span class=3DSpellE>means</span> para clasificar
pa&iacute;ses desarrollados<span style=3D'letter-spacing:-.75pt'> </span>y<=
span
style=3D'letter-spacing:-.75pt'> </span>en<span style=3D'letter-spacing:-.7=
5pt'> </span>v&iacute;as<span
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>desarrollo.<span
style=3D'letter-spacing:-.75pt'> </span>Se<span style=3D'letter-spacing:-.7=
5pt'> </span>utilizaron<span
style=3D'letter-spacing:-.75pt'> </span>datos<span style=3D'letter-spacing:=
-.75pt'>
</span>de<span style=3D'letter-spacing:-.75pt'> </span>167<span style=3D'le=
tter-spacing:
-.75pt'> </span>pa&iacute;ses<span style=3D'letter-spacing:-.75pt'> </span>=
obtenidos<span
style=3D'letter-spacing:-.75pt'> </span>del<span style=3D'letter-spacing:-.=
75pt'> </span>repositorio
<span class=3DSpellE>Kaggle</span>,<span style=3D'letter-spacing:-.1pt'> </=
span>sin<span
style=3D'letter-spacing:-.05pt'> </span>especificar<span style=3D'letter-sp=
acing:
-.1pt'> </span>el<span style=3D'letter-spacing:-.1pt'> </span>per&iacute;od=
o<span
style=3D'letter-spacing:-.1pt'> </span>de<span style=3D'letter-spacing:-.05=
pt'> </span>tiempo<span
style=3D'letter-spacing:-.1pt'> </span>analizado.<span style=3D'letter-spac=
ing:
-.1pt'> </span>Los<span style=3D'letter-spacing:-.1pt'> </span>investigador=
es<span
style=3D'letter-spacing:-.1pt'> </span>analizaron<span style=3D'letter-spac=
ing:
-.1pt'> </span>factores relacionados con las importaciones, exportaciones y
otras variables. El algoritmo K-<span class=3DSpellE>means</span> logr&oacu=
te;
clasificar correctamente 32 pa&iacute;ses como desarrollados y 135 como en
v&iacute;as de desarrollo (<span class=3DSpellE>Wulandari</span> &amp; <span
class=3DSpellE>Yogantara</span>, 2022).</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>Los datos del comercio internacion=
al
ofrecen informaci&oacute;n valiosa para comprender<span style=3D'letter-spa=
cing:
4.0pt'> </span>las din&aacute;micas econ&oacute;micas globales, identificar
oportunidades comerciales y tomar decisiones <span style=3D'letter-spacing:=
-.1pt'>estrat&eacute;gicas.</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>La</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>visualizaci&oacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>datos</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>juega</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>un</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>papel</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>crucial</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>en</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>transformaci&oacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>estos</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>datos </span>complejos
en informaci&oacute;n accesible y &uacute;til para diversos actores, como
gobiernos, empresas y organismos internacionales.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.7pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>En el estudio de SIKOS T &amp; <sp=
an
class=3DSpellE>Meirmanova</span> (2020), examinaron las interconexiones en =
el
comercio mundial de trigo utilizando representaciones geogr&aacute;ficas y
grafos. Se identifica una red de escala libre, donde algunos pa&iacute;ses
tienen un papel central en el comercio, mientras que<span style=3D'letter-s=
pacing:
1.35pt'> </span>otros<span style=3D'letter-spacing:1.35pt'> </span>particip=
an<span
style=3D'letter-spacing:1.35pt'> </span>de<span style=3D'letter-spacing:1.3=
5pt'> </span>manera<span
style=3D'letter-spacing:1.35pt'> </span>marginal.<span style=3D'letter-spac=
ing:
1.35pt'> </span>Esta<span style=3D'letter-spacing:1.35pt'> </span>informaci=
&oacute;n<span
style=3D'letter-spacing:1.35pt'> </span>puede<span style=3D'letter-spacing:=
1.35pt'>
</span>ser<span style=3D'letter-spacing:1.35pt'> </span>&uacute;til<span
style=3D'letter-spacing:1.35pt'> </span>para<span style=3D'letter-spacing:1=
.35pt'> </span>comprender
la vulnerabilidad del mercado ante eventos disruptivos y para dise&ntilde;ar
pol&iacute;ticas comerciales <span style=3D'letter-spacing:-.1pt'>efectivas=
.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.55pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>Otro<span style=3D'letter-spacing:=
-.75pt'>
</span>estudio<span style=3D'letter-spacing:-.75pt'> </span>eval&uacute;a<s=
pan
style=3D'letter-spacing:-.75pt'> </span>el<span style=3D'letter-spacing:-.7=
5pt'> </span>comercio<span
style=3D'letter-spacing:-.75pt'> </span>internacional<span style=3D'letter-=
spacing:
-.75pt'> </span>de<span style=3D'letter-spacing:-.75pt'> </span>Corea<span
style=3D'letter-spacing:-.75pt'> </span>del<span style=3D'letter-spacing:-.=
75pt'> </span>Sur<span
style=3D'letter-spacing:-.75pt'> </span>durante<span style=3D'letter-spacin=
g:-.75pt'>
</span>el<span style=3D'letter-spacing:-.75pt'> </span>per&iacute;odo<span
style=3D'letter-spacing:-.75pt'> </span>2007- 2017, creando visualizaciones=
 que
muestran las importaciones y exportaciones por pa&iacute;s y tipo de bien (=
Dar
et al., 2020). Se identific&oacute; a China, Estados Unidos, Vietnam, Hong =
Kong
y Jap&oacute;n como los principales socios comerciales de Corea del Sur. Es=
ta
informaci&oacute;n puede ser <span style=3D'letter-spacing:-.1pt'>utilizada=
</span><span
style=3D'letter-spacing:-.75pt'> </span><span style=3D'letter-spacing:-.1pt=
'>por</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>empresas</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>y</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>autoridades</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>gubernamentales</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>para</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>identificar</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>oportunidades</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=
'>mercado
</span>y optimizar las estrategias comerciales.</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:108%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection7>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.6pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Pacini<span style=3D'letter-spacin=
g:-.5pt'>
</span>et<span style=3D'letter-spacing:-.5pt'> </span>al.<span style=3D'let=
ter-spacing:
-.5pt'> </span>(2021)<span style=3D'letter-spacing:-.5pt'> </span>investiga=
ron<span
style=3D'letter-spacing:-.5pt'> </span>sobre<span style=3D'letter-spacing:-=
.5pt'> </span>el<span
style=3D'letter-spacing:-.5pt'> </span>comercio<span style=3D'letter-spacin=
g:-.5pt'>
</span>internacional<span style=3D'letter-spacing:-.5pt'> </span>de<span
style=3D'letter-spacing:-.5pt'> </span>residuos<span style=3D'letter-spacin=
g:-.5pt'>
</span>de<span style=3D'letter-spacing:-.5pt'> </span>pl&aacute;stico en 20=
18
utilizando visualizaciones en forma de grafos. En este estudio, el pa&iacut=
e;s
de Alemania fue determinado como el mayor comerciante, seguido de Estados
Unidos, B&eacute;lgica, Italia y otros pa&iacute;ses. Esta informaci&oacute=
;n
puede ser &uacute;til para comprender los flujos de residuos y para impleme=
ntar
pol&iacute;ticas de gesti&oacute;n ambiental efectivas.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.45pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Una investigaci&oacute;n explora l=
as
exportaciones de frutas de Brasil entre 1986 y 2017, utilizando visualizaci=
ones
en forma de grafos para mostrar los destinos y el nivel de ingresos de los
pa&iacute;ses importadores, <span class=3DSpellE>Bornal</span> et al. (2021=
). En
este estudio se se&ntilde;ala a Europa como el principal<span style=3D'lett=
er-spacing:
-.3pt'> </span>mercado,<span style=3D'letter-spacing:-.3pt'> </span>destaca=
ndo<span
style=3D'letter-spacing:-.3pt'> </span>la<span style=3D'letter-spacing:-.3p=
t'> </span>importancia<span
style=3D'letter-spacing:-.3pt'> </span>de<span style=3D'letter-spacing:-.3p=
t'> </span>la<span
style=3D'letter-spacing:-.3pt'> </span>visualizaci&oacute;n<span
style=3D'letter-spacing:-.3pt'> </span>de<span style=3D'letter-spacing:-.3p=
t'> </span>datos<span
style=3D'letter-spacing:-.3pt'> </span>para<span style=3D'letter-spacing:-.=
3pt'> </span>comprender<span
style=3D'letter-spacing:-.3pt'> </span>las tendencias del comercio internac=
ional
de productos agr&iacute;colas.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.85pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>En esta investigaci&oacute;n se pr=
opone
una interfaz interactiva para visualizar los precios de franco<span
style=3D'letter-spacing:-.65pt'> </span>a<span style=3D'letter-spacing:-.65=
pt'> </span>bordo<span
style=3D'letter-spacing:-.65pt'> </span>o<span style=3D'letter-spacing:-.65=
pt'> </span>Free<span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE>on</span><span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE>Board</span><s=
pan
style=3D'letter-spacing:-.65pt'> </span>(FOB)<span style=3D'letter-spacing:=
-.65pt'>
</span>y<span style=3D'letter-spacing:-.65pt'> </span>costos<span
style=3D'letter-spacing:-.65pt'> </span>de<span style=3D'letter-spacing:-.6=
5pt'> </span>importaci&oacute;n<span
style=3D'letter-spacing:-.65pt'> </span>del<span style=3D'letter-spacing:-.=
65pt'> </span>Ecuador.<span
style=3D'letter-spacing:-.65pt'> </span>La<span style=3D'letter-spacing:-.6=
5pt'> </span>interfaz<span
style=3D'letter-spacing:-.65pt'> </span>incluye <span style=3D'letter-spaci=
ng:-.2pt'>gr&aacute;ficos</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>de</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>barras,</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>grafos</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>y</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>filtros</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>para</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>facilitar</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>la</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>toma</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.2pt'=
>de</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>decisiones</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>comerciales</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>internacionales.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:12.75pt'><span lang=3DES><o:p>&n=
bsp;</o:p></span></p>

<h1 style=3D'margin-left:186.3pt;text-align:justify'><span lang=3DES>Materi=
ales<span
style=3D'letter-spacing:-.3pt'> </span>y<span style=3D'letter-spacing:-.2pt=
'> </span><span
style=3D'letter-spacing:-.1pt'>M&eacute;todos</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.2pt;margin-right:5.4pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:100%'><span lang=3DES>Para la elaboraci&oacute;n del mod=
elo se
contemplan las siguientes fases: i) limpieza y construcci&oacute;n de los
datos, <span class=3DSpellE>ii</span>) aplicaci&oacute;n de t&eacute;cnicas=
 de
miner&iacute;a, <span class=3DSpellE>iii</span>) dise&ntilde;o de interfaz =
de
visualizaci&oacute;n y <span class=3DSpellE>iv</span>) evaluaci&oacute;n de
resultados. La Figura 1 presenta las fases de la metodolog&iacute;a utiliza=
ndo<span
style=3D'letter-spacing:-.1pt'> </span>el<span style=3D'letter-spacing:-.05=
pt'> </span>Meta-Modelo<span
style=3D'letter-spacing:-.1pt'> </span>2.0<span style=3D'letter-spacing:-.0=
5pt'> </span>de<span
style=3D'letter-spacing:-.05pt'> </span>Ingenier&iacute;a<span style=3D'let=
ter-spacing:
-.1pt'> </span>de<span style=3D'letter-spacing:-.05pt'> </span>Procesos<span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.0=
5pt'> </span>Software<span
style=3D'letter-spacing:-.05pt'> </span>y<span style=3D'letter-spacing:-.1p=
t'> </span>Sistemas<span
style=3D'letter-spacing:-.1pt'> </span>(SPEM<span style=3D'letter-spacing:-=
.1pt'>
2.0).</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1 style=3D'margin-top:.05pt'><span lang=3DES>Figura <span style=3D'letter=
-spacing:
-.5pt'>1</span></span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
05pt;
margin-bottom:0cm;margin-left:10.0pt;margin-bottom:.0001pt;text-align:cente=
r'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Fases<span style=3D'letter-spacing:-.1pt'> </spa=
n>de<span
style=3D'letter-spacing:-.05pt'> </span>elaboraci&oacute;n<span style=3D'le=
tter-spacing:
-.05pt'> </span>del<span style=3D'letter-spacing:-.05pt'> </span>modelo <sp=
an
style=3D'letter-spacing:-.1pt'>propuesto</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.1pt'><!--[if gte vml 1]><o:wrap=
block><v:shape
  id=3D"Image_x0020_21" o:spid=3D"_x0000_s1031" type=3D"#_x0000_t75" style=
=3D'position:absolute;
  margin-left:73.25pt;margin-top:6.5pt;width:445.55pt;height:129.2pt;z-inde=
x:-15727616;
  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"1209-RTE-36-e1_archivos/image009.jpg" o:title=3D""/>
  <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
  <w:wrap type=3D"topAndBottom" anchorx=3D"page"/>
 </v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>
 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D98 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D594 height=3D172 src=3D"1209-RTE-36-e1_archivos/image01=
0.jpg"
   v:shapes=3D"Image_x0020_21"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
4.5pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:5.2pt'><i style=3D'mso-bidi-font=
-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<h1 style=3D'margin-top:.05pt;margin-right:0cm;margin-bottom:0cm;margin-lef=
t:
16.0pt;margin-bottom:.0001pt;text-align:justify'><span lang=3DES>Limpieza<s=
pan
style=3D'letter-spacing:-.15pt'> </span>y<span style=3D'letter-spacing:-.15=
pt'> </span>construcci&oacute;n<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.1p=
t'>
datos</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=3DES>Para esta fase se utiliz&oacute; c=
omo
entrada la base de datos de importaciones del Ecuador obtenida del sitio web
del Banco Central del Ecuador (Banco Central del Ecuador, 2023). El
an&aacute;lisis fue ejecutado para el periodo 2008-2018. Este conjunto de d=
atos
fue seleccionado debido a la disponibilidad de una base de datos consolidad=
os
de todos los pa&iacute;ses de origen y partidas<span style=3D'letter-spacin=
g:
-.55pt'> </span>arancelarias<span style=3D'letter-spacing:-.55pt'> </span>i=
mportadas<span
style=3D'letter-spacing:-.55pt'> </span>entre<span style=3D'letter-spacing:=
-.55pt'>
</span>esos<span style=3D'letter-spacing:-.55pt'> </span>a&ntilde;os<span
style=3D'letter-spacing:-.55pt'> </span>(Medina<span style=3D'letter-spacin=
g:-.55pt'>
</span>L&oacute;pez<span style=3D'letter-spacing:-.55pt'> </span>et<span
style=3D'letter-spacing:-.55pt'> </span>al.,<span style=3D'letter-spacing:-=
.55pt'> </span>2023).<span
style=3D'letter-spacing:-.55pt'> </span>En<span style=3D'letter-spacing:-.5=
5pt'> </span>esta<span
style=3D'letter-spacing:-.55pt'> </span>instancia, el objetivo fue transfor=
mar la
base disponible en un conjunto de datos adecuado y aplicar las t&eacute;cni=
cas
de miner&iacute;a de datos necesarias. Para ello, se evalu&oacute; la neces=
idad
y utilidad de cada variable y se utiliz&oacute; el lenguaje de
programaci&oacute;n Python.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.7pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:101%'><span lang=3DES style=3D'letter-spacing:-.2pt'>El<=
/span><span
lang=3DES style=3D'letter-spacing:-.4pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>conjunto</span><span lang=3DES style=3D'letter-spacing:-.4pt'> </spa=
n><span
lang=3DES style=3D'letter-spacing:-.2pt'>de</span><span lang=3DES style=3D'=
letter-spacing:
-.4pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>datos</span><=
span
lang=3DES style=3D'letter-spacing:-.4pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>consta</span><span lang=3DES style=3D'letter-spacing:-.4pt'> </span>=
<span
lang=3DES style=3D'letter-spacing:-.2pt'>de</span><span lang=3DES style=3D'=
letter-spacing:
-.4pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>1,471,125</sp=
an><span
lang=3DES style=3D'letter-spacing:-.4pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>registros,</span><span lang=3DES style=3D'letter-spacing:-.4pt'> </s=
pan><span
lang=3DES style=3D'letter-spacing:-.2pt'>una</span><span lang=3DES style=3D=
'letter-spacing:
-.4pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>cantidad</spa=
n><span
lang=3DES style=3D'letter-spacing:-.4pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>grande</span><span lang=3DES style=3D'letter-spacing:-.4pt'> </span>=
<span
lang=3DES style=3D'letter-spacing:-.2pt'>para</span><span lang=3DES style=
=3D'letter-spacing:
-.4pt'> </span><span lang=3DES style=3D'letter-spacing:-.2pt'>ser</span><sp=
an
lang=3DES style=3D'letter-spacing:-.4pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.2pt'>manejada </span><span lang=3DES>en un solo archivo. Por este motivo,=
 fue
dividida en 2 hojas del documento, las mismas que fueron<span style=3D'lett=
er-spacing:
-.75pt'> </span>cargadas<span style=3D'letter-spacing:-.75pt'> </span>al<sp=
an
style=3D'letter-spacing:-.75pt'> </span>procesador<span style=3D'letter-spa=
cing:
-.75pt'> </span>de<span style=3D'letter-spacing:-.75pt'> </span>forma<span
style=3D'letter-spacing:-.75pt'> </span>individual<span style=3D'letter-spa=
cing:
-.75pt'> </span>y<span style=3D'letter-spacing:-.75pt'> </span>luego<span
style=3D'letter-spacing:-.75pt'> </span>fueron<span style=3D'letter-spacing=
:-.75pt'>
</span>unificadas.<span style=3D'letter-spacing:-.75pt'> </span>Luego<span
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span>carga, se<span style=3D'letter-spac=
ing:
-.65pt'> </span>evidenci&oacute;<span style=3D'letter-spacing:-.6pt'> </spa=
n>que<span
style=3D'letter-spacing:-.65pt'> </span>la<span style=3D'letter-spacing:-.6=
5pt'> </span>base<span
style=3D'letter-spacing:-.65pt'> </span>de<span style=3D'letter-spacing:-.6=
5pt'> </span>datos<span
style=3D'letter-spacing:-.65pt'> </span>constaba<span style=3D'letter-spaci=
ng:-.65pt'>
</span>de<span style=3D'letter-spacing:-.65pt'> </span>42<span style=3D'let=
ter-spacing:
-.6pt'> </span>variables<span style=3D'letter-spacing:-.6pt'> </span>Categ&=
oacute;ricas,<span
style=3D'letter-spacing:-.65pt'> </span>Nominales,<span style=3D'letter-spa=
cing:
-.6pt'> </span>Num&eacute;ricas, Categ&oacute;ricas Ordinales y
Dicot&oacute;micas.</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:101%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection8>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>El an&aacute;lisis fue ejecutado e=
n base
a los datos de los precios del franco a bordo o Free <span class=3DSpellE>O=
n</span>
<span class=3DSpellE>Boad</span> (FOB) y costos de importaci&oacute;n. Para=
 esto,
fueron consideradas las variables &#8220;Valor FOB<span style=3D'letter-spa=
cing:
-.25pt'> </span>de<span style=3D'letter-spacing:-.25pt'> </span>la<span
style=3D'letter-spacing:-.25pt'> </span>importaci&oacute;n&#8221;<span
style=3D'letter-spacing:-.25pt'> </span>y<span style=3D'letter-spacing:-.25=
pt'> </span>&#8220;Costo<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
5pt'> </span>importaci&oacute;n&#8221;.<span
style=3D'letter-spacing:-.25pt'> </span>Sin<span style=3D'letter-spacing:-.=
25pt'> </span>embargo,<span
style=3D'letter-spacing:-.25pt'> </span>los<span style=3D'letter-spacing:-.=
25pt'> </span>valores<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
5pt'> </span>estas<span
style=3D'letter-spacing:-.25pt'> </span>variables se presentaban en base al=
 total
de importaciones anuales de cada partida arancelaria, por lo que estaban en
funci&oacute;n de la cantidad de toneladas importadas. A fin de evitar sesg=
os
en la <span style=3D'letter-spacing:-.1pt'>interpretaci&oacute;n,</span><sp=
an
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>se</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>analizaron</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>los</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>valores</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>por</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>tonelada.</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Para</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>esto,</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>se</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>generaron</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>las</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>variables</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>&#8220;FOB
</span>por<span style=3D'letter-spacing:-.65pt'> </span>tonelada&#8221;<span
style=3D'letter-spacing:-.65pt'> </span>y<span style=3D'letter-spacing:-.65=
pt'> </span>&#8220;Costo<span
style=3D'letter-spacing:-.65pt'> </span>de<span style=3D'letter-spacing:-.6=
5pt'> </span>importaci&oacute;n<span
style=3D'letter-spacing:-.65pt'> </span>por<span style=3D'letter-spacing:-.=
65pt'> </span>tonelada&#8221;.<span
style=3D'letter-spacing:-.65pt'> </span>Esto<span style=3D'letter-spacing:-=
.65pt'> </span>se<span
style=3D'letter-spacing:-.65pt'> </span>logr&oacute;<span style=3D'letter-s=
pacing:
-.65pt'> </span>dividiendo<span style=3D'letter-spacing:-.65pt'> </span>res=
pectivamente
los valores de las variables &#8220;Valor FOB de la Importaci&oacute;n&#822=
1; y
&#8220;Costo de importaci&oacute;n&#8221; entre<span style=3D'letter-spacin=
g:
2.0pt'> </span>los datos de la variable &#8220;Toneladas importadas&#8221; =
para
cada a&ntilde;o, pa&iacute;s de importaci&oacute;n y partida <span
style=3D'letter-spacing:-.1pt'>arancelaria.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.8pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.4pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>Por otra parte, para el proceso de=
 <span
class=3DSpellE>clusterizaci&oacute;n</span>, es preferible trabajar con aqu=
ellas
variables que brinden informaci&oacute;n &uacute;til durante el
an&aacute;lisis. Por este motivo, una metodolog&iacute;a conocida para
prescindir de variables que no aportan valor es eliminar aquellas que brind=
an<span
style=3D'letter-spacing:4.0pt'> </span>la misma informaci&oacute;n o tienen=
 un
alto nivel de correlaci&oacute;n (<span class=3DSpellE>Hsu</span> et al., 2=
010).
As&iacute;, no todas<span style=3D'letter-spacing:2.0pt'> </span>las variab=
les
disponibles fueron necesarias. El objetivo de este estudio es conocer los
pa&iacute;ses importadores<span style=3D'letter-spacing:-.25pt'> </span>m&a=
acute;s<span
style=3D'letter-spacing:-.2pt'> </span>adecuados<span style=3D'letter-spaci=
ng:-.2pt'>
</span>para<span style=3D'letter-spacing:-.2pt'> </span>cada<span
style=3D'letter-spacing:-.2pt'> </span>partida,<span style=3D'letter-spacin=
g:-.25pt'>
</span>por<span style=3D'letter-spacing:-.2pt'> </span>lo<span style=3D'let=
ter-spacing:
-.2pt'> </span>que<span style=3D'letter-spacing:-.2pt'> </span>se<span
style=3D'letter-spacing:-.2pt'> </span>seleccionaron<span style=3D'letter-s=
pacing:
-.25pt'> </span>las<span style=3D'letter-spacing:-.2pt'> </span>variables<s=
pan
style=3D'letter-spacing:-.25pt'> </span>como el<span style=3D'letter-spacin=
g:-.45pt'>
</span>nombre<span style=3D'letter-spacing:-.45pt'> </span>del<span
style=3D'letter-spacing:-.45pt'> </span>pa&iacute;s<span style=3D'letter-sp=
acing:
-.45pt'> </span>de<span style=3D'letter-spacing:-.45pt'> </span>importaci&o=
acute;n,<span
style=3D'letter-spacing:-.45pt'> </span>el<span style=3D'letter-spacing:-.4=
5pt'> </span>a&ntilde;o<span
style=3D'letter-spacing:-.45pt'> </span>de<span style=3D'letter-spacing:-.4=
5pt'> </span>la<span
style=3D'letter-spacing:-.45pt'> </span>importaci&oacute;n,<span
style=3D'letter-spacing:-.45pt'> </span>c&oacute;digo<span style=3D'letter-=
spacing:
-.45pt'> </span>de<span style=3D'letter-spacing:-.45pt'> </span>la<span
style=3D'letter-spacing:-.45pt'> </span>partida<span style=3D'letter-spacin=
g:-.45pt'>
</span>&#8220;NANDINA&#8221; actual y el costo de importaci&oacute;n por
tonelada y FOB por tonelada. Los criterios fueron seleccionados en base a
cu&aacute;les variables pueden brindar informaci&oacute;n sobre si es
conveniente<span style=3D'letter-spacing:2.0pt'> </span>o no importar un bi=
en
seleccionado de un pa&iacute;s espec&iacute;fico desde el punto de vista
econ&oacute;mico.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.8pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>Luego,<span style=3D'letter-spacin=
g:-.75pt'>
</span>se<span style=3D'letter-spacing:-.75pt'> </span>evidenci&oacute;<span
style=3D'letter-spacing:-.75pt'> </span>la<span style=3D'letter-spacing:-.7=
5pt'> </span>existencia<span
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>valores<span
style=3D'letter-spacing:-.75pt'> </span>en<span style=3D'letter-spacing:-.7=
5pt'> </span>blanco<span
style=3D'letter-spacing:-.75pt'> </span>en<span style=3D'letter-spacing:-.7=
5pt'> </span>ciertas<span
style=3D'letter-spacing:-.75pt'> </span>variables.<span style=3D'letter-spa=
cing:
-.75pt'> </span>Estos<span style=3D'letter-spacing:-.75pt'> </span>valores =
pueden
repercutir en complicaciones al aplicar los algoritmos. Sin embargo, dichos
valores pueden<span style=3D'letter-spacing:-.75pt'> </span>ser<span
style=3D'letter-spacing:-.75pt'> </span>reemplazados<span style=3D'letter-s=
pacing:
-.75pt'> </span>o<span style=3D'letter-spacing:-.75pt'> </span>eliminados<s=
pan
style=3D'letter-spacing:-.75pt'> </span>(<span class=3DSpellE>Sehgal</span>=
<span
style=3D'letter-spacing:-.75pt'> </span>&amp;<span style=3D'letter-spacing:=
-.75pt'>
</span><span class=3DSpellE>Bhargava</span>,<span style=3D'letter-spacing:-=
.75pt'> </span>2018).<span
style=3D'letter-spacing:-.75pt'> </span>En<span style=3D'letter-spacing:-.7=
5pt'> </span>los<span
style=3D'letter-spacing:-.75pt'> </span>an&aacute;lisis<span style=3D'lette=
r-spacing:
-.75pt'> </span>comerciales, la ausencia de registros implica que no
existi&oacute; intercambio alguno, por lo tanto, a los datos en blanco se l=
os
reemplaz&oacute; con ceros.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.25pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>Para ejecutar el an&aacute;lisis,
primero se obtuvieron los valores promedio de las variables &#8220;FOB<span
style=3D'letter-spacing:-.65pt'> </span>por<span style=3D'letter-spacing:-.=
65pt'> </span>tonelada&#8221;<span
style=3D'letter-spacing:-.65pt'> </span>y<span style=3D'letter-spacing:-.65=
pt'> </span>&#8220;Costo<span
style=3D'letter-spacing:-.65pt'> </span>de<span style=3D'letter-spacing:-.6=
5pt'> </span>importaci&oacute;n<span
style=3D'letter-spacing:-.65pt'> </span>por<span style=3D'letter-spacing:-.=
65pt'> </span>tonelada&#8221;<span
style=3D'letter-spacing:-.65pt'> </span>en<span style=3D'letter-spacing:-.6=
5pt'> </span>funci&oacute;n<span
style=3D'letter-spacing:-.65pt'> </span>de<span style=3D'letter-spacing:-.6=
5pt'> </span>las<span
style=3D'letter-spacing:-.65pt'> </span>variables<span style=3D'letter-spac=
ing:
-.65pt'> </span>&#8220;A&ntilde;o<span style=3D'letter-spacing:-.65pt'> </s=
pan>de
la<span style=3D'letter-spacing:-.35pt'> </span>importaci&oacute;n&#8221;,<=
span
style=3D'letter-spacing:-.35pt'> </span>&#8220;Nombre<span style=3D'letter-=
spacing:
-.35pt'> </span>del<span style=3D'letter-spacing:-.35pt'> </span>pa&iacute;=
s<span
style=3D'letter-spacing:-.35pt'> </span>de<span style=3D'letter-spacing:-.3=
pt'> </span>importaci&oacute;n<span
style=3D'letter-spacing:-.35pt'> </span>en<span style=3D'letter-spacing:-.3=
5pt'> </span>ingl&eacute;s&#8221;<span
style=3D'letter-spacing:-.35pt'> </span>y<span style=3D'letter-spacing:-.3p=
t'> </span>&#8220;C&oacute;digo<span
style=3D'letter-spacing:-.35pt'> </span>de<span style=3D'letter-spacing:-.3=
pt'> </span>partida<span
style=3D'letter-spacing:-.35pt'> </span>NANDINA <span style=3D'letter-spaci=
ng:-.1pt'>actual&#8221;.</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>De</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>esta</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>manera,</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>se</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>consigui&oacute;</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>un</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>total</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>124,150</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>registros</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>correspondientes</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'=
>224</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>pa&iacute;ses
</span>y 7,131 partidas arancelarias.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1 style=3D'margin-left:16.0pt;text-align:justify'><span lang=3DES>Aplicac=
i&oacute;n<span
style=3D'letter-spacing:-.3pt'> </span>de<span style=3D'letter-spacing:-.4p=
t'> </span>T&eacute;cnicas<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>Miner&iacute;a</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt;margin-right:5.7pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES style=3D'letter-spacing:-.1pt'>Una=
</span><span
lang=3DES style=3D'letter-spacing:-.4pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>vez</span><span lang=3DES style=3D'letter-spacing:-.35pt'> </span><s=
pan
lang=3DES style=3D'letter-spacing:-.1pt'>culminado</span><span lang=3DES
style=3D'letter-spacing:-.35pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>el</span><span
lang=3DES style=3D'letter-spacing:-.4pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>preprocesamiento</span><span lang=3DES style=3D'letter-spacing:-.35p=
t'> </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>del</span><span lang=3DES style=3D=
'letter-spacing:
-.35pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>conjunto</sp=
an><span
lang=3DES style=3D'letter-spacing:-.35pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>de</span><span lang=3DES style=3D'letter-spacing:-.4pt'> </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>datos,</span><span lang=3DES
style=3D'letter-spacing:-.35pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>fue</span><span
lang=3DES style=3D'letter-spacing:-.35pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>aplicada</span><span lang=3DES style=3D'letter-spacing:-.4pt'> </spa=
n><span
lang=3DES style=3D'letter-spacing:-.1pt'>la</span><span lang=3DES style=3D'=
letter-spacing:
-.35pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>t&eacute;cni=
ca</span><span
lang=3DES style=3D'letter-spacing:-.4pt'> </span><span lang=3DES style=3D'l=
etter-spacing:
-.1pt'>de </span><span class=3DSpellE><span lang=3DES>clusterizaci&oacute;n=
</span></span><span
lang=3DES>. Como se mencion&oacute; anteriormente, el algoritmo K-<span
class=3DSpellE>means</span> ha sido ampliamente <span style=3D'letter-spaci=
ng:-.1pt'>utilizado</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>para</span><span
style=3D'letter-spacing:-.3pt'> </span><span class=3DSpellE><span style=3D'=
letter-spacing:
-.1pt'>clusterizaci&oacute;n</span></span><span style=3D'letter-spacing:-.3=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>en</span><span style=3D'letter-spacing:-.3pt=
'> </span><span
style=3D'letter-spacing:-.1pt'>varios</span><span style=3D'letter-spacing:-=
.3pt'> </span><span
style=3D'letter-spacing:-.1pt'>estudios</span><span style=3D'letter-spacing=
:-.3pt'>
</span><span style=3D'letter-spacing:-.1pt'>relacionados</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'=
>agrupaci&oacute;n</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>pa&iacute;ses</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>para</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>an&aacute;lisis
</span>comerciales (<span class=3DSpellE>Dankevych</span> et al., 2018; <sp=
an
class=3DSpellE>Simi&#263;</span> et al., 2016; <span class=3DSpellE>Windart=
o</span>,
2017). Sin embargo, este m&eacute;todo requiere que previamente se defina el
n&uacute;mero de cl&uacute;steres para trabajar.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h2><span lang=3DES>Aplicaci&oacute;n<span style=3D'letter-spacing:-.3pt'> =
</span>de<span
style=3D'letter-spacing:-.2pt'> </span><span class=3DSpellE><span style=3D'=
letter-spacing:
-.1pt'>clusterizaci&oacute;n</span></span></span></h2>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt;margin-right:5.7pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:108%'><span lang=3DES>Aunque<span style=3D'letter-spacin=
g:-.75pt'>
</span>la<span style=3D'letter-spacing:-.75pt'> </span>aplicaci&oacute;n<sp=
an
style=3D'letter-spacing:-.75pt'> </span>del<span style=3D'letter-spacing:-.=
75pt'> </span>algoritmo<span
style=3D'letter-spacing:-.75pt'> </span>K-<span class=3DSpellE>means</span>=
<span
style=3D'letter-spacing:-.75pt'> </span>es<span style=3D'letter-spacing:-.7=
5pt'> </span>el<span
style=3D'letter-spacing:-.75pt'> </span>m&eacute;todo<span style=3D'letter-=
spacing:
-.75pt'> </span>m&aacute;s<span style=3D'letter-spacing:-.75pt'> </span>uti=
lizado<span
style=3D'letter-spacing:-.75pt'> </span>para<span style=3D'letter-spacing:-=
.75pt'> </span><span
class=3DSpellE>clusterizar</span> (<span class=3DSpellE>Sinaga</span> &amp;=
 Yang,
2020), la cantidad de cl&uacute;steres (k) en los que se desea agrupar los
datos es requerida como entrada; lo cual puede resultar complejo de determi=
nar.
Por otra parte, dicho n&uacute;mero<span style=3D'letter-spacing:-.05pt'> <=
/span>puede<span
style=3D'letter-spacing:-.05pt'> </span>ser<span style=3D'letter-spacing:-.=
05pt'> </span>predefinido<span
style=3D'letter-spacing:-.05pt'> </span>en<span style=3D'letter-spacing:-.0=
5pt'> </span>base<span
style=3D'letter-spacing:-.05pt'> </span>a<span style=3D'letter-spacing:-.05=
pt'> </span>las<span
style=3D'letter-spacing:-.05pt'> </span>necesidades<span style=3D'letter-sp=
acing:
-.05pt'> </span>del<span style=3D'letter-spacing:-.05pt'> </span>negocio<sp=
an
style=3D'letter-spacing:-.05pt'> </span>(<span class=3DSpellE>Kodinariya</s=
pan><span
style=3D'letter-spacing:-.05pt'> </span>et<span style=3D'letter-spacing:-.0=
5pt'> </span>al.,<span
style=3D'letter-spacing:-.05pt'> </span>2013). As&iacute;,<span style=3D'le=
tter-spacing:
-.25pt'> </span>trabajos<span style=3D'letter-spacing:-.25pt'> </span>previ=
os<span
style=3D'letter-spacing:-.25pt'> </span>que<span style=3D'letter-spacing:-.=
25pt'> </span>han<span
style=3D'letter-spacing:-.25pt'> </span>agrupado<span style=3D'letter-spaci=
ng:-.25pt'>
</span>pa&iacute;ses<span style=3D'letter-spacing:-.25pt'> </span>en<span
style=3D'letter-spacing:-.25pt'> </span>base<span style=3D'letter-spacing:-=
.25pt'> </span>a<span
style=3D'letter-spacing:-.25pt'> </span>variables<span style=3D'letter-spac=
ing:
-.25pt'> </span>econ&oacute;micas<span style=3D'letter-spacing:-.25pt'> </s=
pan>han<span
style=3D'letter-spacing:-.25pt'> </span>dividido<span style=3D'letter-spaci=
ng:-.25pt'>
</span>los datos en 3 niveles &#8211;alto, medio y bajo&#8211; (<span
class=3DSpellE>Dankevych</span> et al., 2018).</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:108%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection9>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.5pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>En esta investigaci&oacute;n se pe=
rsigue
un objetivo an&aacute;logo y se ha considerado definir tres <span
style=3D'letter-spacing:-.1pt'>grupos</span><span style=3D'letter-spacing:-=
.35pt'> </span><span
style=3D'letter-spacing:-.1pt'>de</span><span style=3D'letter-spacing:-.35p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>pa&iacute;ses</span><span style=3D'letter-sp=
acing:
-.35pt'> </span><span style=3D'letter-spacing:-.1pt'>por</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>cada</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>partida</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>arancelaria</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>(k</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>=3D</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>3).</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Por</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>otra</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>parte,</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>existen</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>partidas</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>arancelarias
</span>que fueron importadas desde una cantidad de pa&iacute;ses menor o ig=
ual
a la cantidad de grupos predefinida. En estos casos, se utiliz&oacute; un
n&uacute;mero de cl&uacute;steres igual a la cantidad de naciones desde las=
 que
se import&oacute; el bien, resultando en un pa&iacute;s dentro de cada
cl&uacute;ster.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Una<span style=3D'letter-spacing:-=
.2pt'> </span>vez<span
style=3D'letter-spacing:-.2pt'> </span>definido<span style=3D'letter-spacin=
g:-.2pt'>
</span>el<span style=3D'letter-spacing:-.2pt'> </span>n&uacute;mero<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.2p=
t'> </span>cl&uacute;steres,<span
style=3D'letter-spacing:-.2pt'> </span>se<span style=3D'letter-spacing:-.2p=
t'> </span>utiliz&oacute;<span
style=3D'letter-spacing:-.2pt'> </span>el<span style=3D'letter-spacing:-.2p=
t'> </span>algoritmo<span
style=3D'letter-spacing:-.2pt'> </span>K-<span class=3DSpellE>means</span><=
span
style=3D'letter-spacing:-.2pt'> </span>con<span style=3D'letter-spacing:-.2=
pt'> </span>los<span
style=3D'letter-spacing:-.2pt'> </span>datos de<span style=3D'letter-spacin=
g:-.4pt'>
</span>importaciones<span style=3D'letter-spacing:-.45pt'> </span>utilizand=
o<span
style=3D'letter-spacing:-.45pt'> </span>la<span style=3D'letter-spacing:-.4=
pt'> </span>librer&iacute;a<span
style=3D'letter-spacing:-.45pt'> </span><span class=3DSpellE>scikit-learn</=
span><span
style=3D'letter-spacing:-.45pt'> </span>de<span style=3D'letter-spacing:-.4=
pt'> </span>Python.<span
style=3D'letter-spacing:-.4pt'> </span>El<span style=3D'letter-spacing:-.4p=
t'> </span>script<span
style=3D'letter-spacing:-.4pt'> </span>desarrollado<span style=3D'letter-sp=
acing:
-.45pt'> </span>realiza<span style=3D'letter-spacing:-.45pt'> </span>una
iteraci&oacute;n por cada partida arancelaria. En cada repetici&oacute;n se
agrupa a los pa&iacute;ses desde donde se import&oacute; la partida en base=
 a
las variables &#8220;FOB por tonelada&#8221; y &#8220;Costo de
importaci&oacute;n por tonelada&#8221;<span style=3D'letter-spacing:-.05pt'=
> </span>de<span
style=3D'letter-spacing:-.05pt'> </span>acuerdo<span style=3D'letter-spacin=
g:-.05pt'>
</span>con<span style=3D'letter-spacing:-.05pt'> </span>el<span style=3D'le=
tter-spacing:
-.05pt'> </span>n&uacute;mero<span style=3D'letter-spacing:-.05pt'> </span>=
de<span
style=3D'letter-spacing:-.05pt'> </span>cl&uacute;steres<span style=3D'lett=
er-spacing:
-.05pt'> </span>definido<span style=3D'letter-spacing:-.05pt'> </span>para<=
span
style=3D'letter-spacing:-.05pt'> </span>dicha<span style=3D'letter-spacing:=
-.05pt'>
</span>clasificaci&oacute;n<span style=3D'letter-spacing:-.05pt'> </span>ar=
ancelaria.
En esta instancia, los cl&uacute;steres obtenidos fueron representados por =
los
n&uacute;meros 0, 1 y 2 y no siempre est&aacute;n conformados por los mismos
grupos de pa&iacute;ses. Luego, se a&ntilde;adi&oacute; un campo al dataset=
 o
conjunto de datos para especificar el n&uacute;mero de cl&uacute;steres
obtenidos del proceso, de modo que pueda ser incluido en la fase de
visualizaci&oacute;n.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.05pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-left:16.0pt;text-align:justify'><span lang=3DES>Dise&nt=
ilde;o
de Interfaz de<span style=3D'letter-spacing:-.25pt'> </span><span
style=3D'letter-spacing:-.1pt'>Visualizaci&oacute;n</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.65pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Para facilitar la interpretaci&oac=
ute;n
de los resultados obtenidos y la toma de decisiones, se dise&ntilde;&oacute=
; un
entorno para la visualizaci&oacute;n de los grupos obtenidos y su
relaci&oacute;n con los datos iniciales<span style=3D'letter-spacing:-.75pt=
'> </span>mediante<span
style=3D'letter-spacing:-.75pt'> </span>interacci&oacute;n<span style=3D'le=
tter-spacing:
-.75pt'> </span>del<span style=3D'letter-spacing:-.75pt'> </span>usuario<sp=
an
style=3D'letter-spacing:-.75pt'> </span>final.<span style=3D'letter-spacing=
:-.75pt'>
</span>Este<span style=3D'letter-spacing:-.75pt'> </span>proceso<span
style=3D'letter-spacing:-.75pt'> </span>fue<span style=3D'letter-spacing:-.=
75pt'> </span>realizado<span
style=3D'letter-spacing:-.75pt'> </span>mediante<span style=3D'letter-spaci=
ng:-.75pt'>
</span>el<span style=3D'letter-spacing:-.75pt'> </span>software Microsoft <=
span
class=3DSpellE>Power</span> BI, debido a que permite representar los datos =
de
forma efectiva y el tipo de visualizaci&oacute;n<span style=3D'letter-spaci=
ng:
-.75pt'> </span>depende<span style=3D'letter-spacing:-.75pt'> </span>de<span
style=3D'letter-spacing:-.75pt'> </span>factores<span style=3D'letter-spaci=
ng:-.75pt'>
</span>como<span style=3D'letter-spacing:-.75pt'> </span>los<span
style=3D'letter-spacing:-.75pt'> </span>tipos<span style=3D'letter-spacing:=
-.75pt'>
</span>de<span style=3D'letter-spacing:-.75pt'> </span>datos,<span
style=3D'letter-spacing:-.75pt'> </span>las<span style=3D'letter-spacing:-.=
75pt'> </span>preguntas<span
style=3D'letter-spacing:-.75pt'> </span>que<span style=3D'letter-spacing:-.=
75pt'> </span>se<span
style=3D'letter-spacing:-.75pt'> </span>busca<span style=3D'letter-spacing:=
-.75pt'>
</span>responder y<span style=3D'letter-spacing:-.05pt'> </span>al<span
style=3D'letter-spacing:-.05pt'> </span>p&uacute;blico<span style=3D'letter=
-spacing:
-.05pt'> </span>que<span style=3D'letter-spacing:-.05pt'> </span>va<span
style=3D'letter-spacing:-.05pt'> </span>dirigido<span style=3D'letter-spaci=
ng:-.05pt'>
</span>el<span style=3D'letter-spacing:-.05pt'> </span>informe.<span
style=3D'letter-spacing:-.05pt'> </span>Lo<span style=3D'letter-spacing:-.0=
5pt'> </span>que<span
style=3D'letter-spacing:-.05pt'> </span>se<span style=3D'letter-spacing:-.0=
5pt'> </span>busca<span
style=3D'letter-spacing:-.05pt'> </span>con<span style=3D'letter-spacing:-.=
05pt'> </span>la<span
style=3D'letter-spacing:-.05pt'> </span>visualizaci&oacute;n<span
style=3D'letter-spacing:-.05pt'> </span>de<span style=3D'letter-spacing:-.0=
5pt'> </span>los<span
style=3D'letter-spacing:-.05pt'> </span>datos<span style=3D'letter-spacing:=
-.05pt'>
</span>es<span style=3D'letter-spacing:-.05pt'> </span>la simplicidad, clar=
idad,
coherencia, interactividad, y accesibilidad de los datos.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h2><span lang=3DES>Interfaz<span style=3D'letter-spacing:-.3pt'> </span>e<=
span
style=3D'letter-spacing:-.2pt'> </span>Interacci&oacute;n<span style=3D'let=
ter-spacing:
-.25pt'> </span>del<span style=3D'letter-spacing:-.2pt'> </span><span
style=3D'letter-spacing:-.1pt'>usuario</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=3DES>Primero, se vincul&oacute; el
c&oacute;digo de la partida de la base de datos <span class=3DSpellE>cluste=
rizados</span>
con la informaci&oacute;n de las partidas arancelarias de la base inicial, =
de
modo que en la interfaz fueron colocadas<span style=3D'letter-spacing:-.2pt=
'> </span>las<span
style=3D'letter-spacing:-.2pt'> </span>variables<span style=3D'letter-spaci=
ng:-.2pt'>
</span>&#8220;Nivel<span style=3D'letter-spacing:-.2pt'> </span>1<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.2p=
t'> </span>la<span
style=3D'letter-spacing:-.2pt'> </span>Partida&#8221;,<span style=3D'letter=
-spacing:
-.2pt'> </span>&#8220;Nivel<span style=3D'letter-spacing:-.2pt'> </span>2<s=
pan
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.2p=
t'> </span>la<span
style=3D'letter-spacing:-.2pt'> </span>Partida&#8221;,<span style=3D'letter=
-spacing:
-.2pt'> </span>&#8220;Nivel<span style=3D'letter-spacing:-.2pt'> </span>3<s=
pan
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.2p=
t'> </span>la<span
style=3D'letter-spacing:-.2pt'> </span>Partida&#8221; y<span style=3D'lette=
r-spacing:
-.1pt'> </span>&#8220;Nivel<span style=3D'letter-spacing:-.1pt'> </span>4<s=
pan
style=3D'letter-spacing:-.1pt'> </span>de<span style=3D'letter-spacing:-.1p=
t'> </span>la<span
style=3D'letter-spacing:-.1pt'> </span>Partida&#8221;<span style=3D'letter-=
spacing:
-.1pt'> </span>para<span style=3D'letter-spacing:-.1pt'> </span>facilitar<s=
pan
style=3D'letter-spacing:-.1pt'> </span>la<span style=3D'letter-spacing:-.1p=
t'> </span>b&uacute;squeda<span
style=3D'letter-spacing:-.1pt'> </span>de<span style=3D'letter-spacing:-.1p=
t'> </span>informaci&oacute;n<span
style=3D'letter-spacing:-.1pt'> </span>con<span style=3D'letter-spacing:-.1=
pt'> </span>respecto<span
style=3D'letter-spacing:-.1pt'> </span>a<span style=3D'letter-spacing:-.1pt=
'> </span>cada<span
style=3D'letter-spacing:-.1pt'> </span>tipo<span style=3D'letter-spacing:-.=
1pt'> </span>de
bien importado. Por otra parte, fue incluida la variable
&#8220;Cl&uacute;ster&#8221; para identificar a qu&eacute; grupo pertenece =
cada
pa&iacute;s desde la interfaz.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.6pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Como siguiente paso, en la interfa=
z se
colocaron los valores promedio de las variables &#8220;Free<span
style=3D'letter-spacing:-.55pt'> </span><span class=3DSpellE>On</span><span
style=3D'letter-spacing:-.55pt'> </span><span class=3DSpellE>Board</span><s=
pan
style=3D'letter-spacing:-.55pt'> </span>(FOB)&#8221;<span style=3D'letter-s=
pacing:
-.55pt'> </span>y<span style=3D'letter-spacing:-.55pt'> </span>&#8220;Costo=
<span
style=3D'letter-spacing:-.55pt'> </span>de<span style=3D'letter-spacing:-.5=
5pt'> </span>importaci&oacute;n&#8221;<span
style=3D'letter-spacing:-.55pt'> </span>de<span style=3D'letter-spacing:-.5=
5pt'> </span>cada<span
style=3D'letter-spacing:-.55pt'> </span>grupo<span style=3D'letter-spacing:=
-.55pt'>
</span>de<span style=3D'letter-spacing:-.55pt'> </span>pa&iacute;ses<span
style=3D'letter-spacing:-.55pt'> </span><span class=3DSpellE>clusterizados<=
/span><span
style=3D'letter-spacing:-.55pt'> </span>por<span style=3D'letter-spacing:-.=
55pt'> </span>su
<span style=3D'letter-spacing:-.1pt'>importancia</span><span style=3D'lette=
r-spacing:
-.55pt'> </span><span style=3D'letter-spacing:-.1pt'>en</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>an&aacute;lisis</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>importaciones.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Adem&aacute;s,</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>fue</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>incluido</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>un</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>elemento</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>identificaci&oacute;n
</span>de las unidades en las que se mide cada partida arancelaria. Finalme=
nte,
se incluyeron dos representaciones de las variables &#8220;Free <span
class=3DSpellE>On</span> <span class=3DSpellE>Board</span> (FOB)&#8221; y
&#8220;Costo de importaci&oacute;n&#8221; mediante grafos con el pa&iacute;s
Ecuador en el nodo central. En esta instancia, los tama&ntilde;os de los no=
dos
de los grafos fueron parametrizados de tal manera que resulten proporcional=
es a
los valores que toman<span style=3D'letter-spacing:-.4pt'> </span>las<span
style=3D'letter-spacing:-.45pt'> </span>variables,<span style=3D'letter-spa=
cing:
-.4pt'> </span>mientras<span style=3D'letter-spacing:-.45pt'> </span>que<sp=
an
style=3D'letter-spacing:-.4pt'> </span>su<span style=3D'letter-spacing:-.4p=
t'> </span>color<span
style=3D'letter-spacing:-.4pt'> </span>fue<span style=3D'letter-spacing:-.4=
pt'> </span>utilizado<span
style=3D'letter-spacing:-.4pt'> </span>para<span style=3D'letter-spacing:-.=
4pt'> </span>indicar<span
style=3D'letter-spacing:-.4pt'> </span>el<span style=3D'letter-spacing:-.4p=
t'> </span>cl&uacute;ster<span
style=3D'letter-spacing:-.4pt'> </span>al<span style=3D'letter-spacing:-.4p=
t'> </span>que<span
style=3D'letter-spacing:-.4pt'> </span>pertenec&iacute;a el pa&iacute;s
representado.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.05pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.5pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>El<span style=3D'letter-spacing:-.=
35pt'> </span>objetivo<span
style=3D'letter-spacing:-.35pt'> </span>del<span style=3D'letter-spacing:-.=
35pt'> </span>trabajo<span
style=3D'letter-spacing:-.35pt'> </span>es<span style=3D'letter-spacing:-.3=
5pt'> </span>facilitar<span
style=3D'letter-spacing:-.35pt'> </span>la<span style=3D'letter-spacing:-.3=
5pt'> </span>toma<span
style=3D'letter-spacing:-.35pt'> </span>de<span style=3D'letter-spacing:-.3=
5pt'> </span>decisiones<span
style=3D'letter-spacing:-.35pt'> </span>para<span style=3D'letter-spacing:-=
.35pt'> </span>el<span
style=3D'letter-spacing:-.35pt'> </span>usuario<span style=3D'letter-spacin=
g:-.35pt'>
</span>final<span style=3D'letter-spacing:-.35pt'> </span>a<span
style=3D'letter-spacing:-.35pt'> </span>trav&eacute;s<span style=3D'letter-=
spacing:
-.35pt'> </span>de <span style=3D'letter-spacing:-.1pt'>representaciones</s=
pan><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>visuales</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>los</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>datos</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>y</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>que</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>permita</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>comprender</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>forma</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>sencilla</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>las</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>complejas
</span>relaciones<span style=3D'letter-spacing:-.35pt'> </span>de<span
style=3D'letter-spacing:-.3pt'> </span>los<span style=3D'letter-spacing:-.3=
pt'> </span>datos.<span
style=3D'letter-spacing:-.3pt'> </span>Para<span style=3D'letter-spacing:-.=
3pt'> </span>ello,<span
style=3D'letter-spacing:-.3pt'> </span>se<span style=3D'letter-spacing:-.3p=
t'> </span>utiliz&oacute;<span
style=3D'letter-spacing:-.35pt'> </span>la<span style=3D'letter-spacing:-.3=
pt'> </span>visualizaci&oacute;n<span
style=3D'letter-spacing:-.35pt'> </span>de<span style=3D'letter-spacing:-.3=
pt'> </span>los<span
style=3D'letter-spacing:-.3pt'> </span>datos<span style=3D'letter-spacing:-=
.3pt'> </span>como<span
style=3D'letter-spacing:-.3pt'> </span>una<span style=3D'letter-spacing:-.3=
pt'> </span>herramienta
que permita identificar a los pa&iacute;ses con los que ser&iacute;a m&aacu=
te;s
conveniente ejecutar procesos de importaci&oacute;n en base al costo de
importaci&oacute;n y valor FOB.<span style=3D'letter-spacing:-.65pt'> </spa=
n>As&iacute;,
para facilitar la interacci&oacute;n del usuario, se colocaron opciones de
filtrado a las variables &#8220;Nivel 1 de la Partida&#8221;, &#8220;Nivel =
2 de
la Partida&#8221;, &#8220;Nivel 3 de la Partida&#8221;, &#8220;Nivel 4 de la
Partida&#8221; de modo que se pueda acceder de</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:103%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection10>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;line-height:
103%'><span lang=3DES>manera<span style=3D'letter-spacing:-.55pt'> </span>s=
encilla<span
style=3D'letter-spacing:-.35pt'> </span>e<span style=3D'letter-spacing:-.3p=
t'> </span>intuitiva<span
style=3D'letter-spacing:-.35pt'> </span>a<span style=3D'letter-spacing:-.3p=
t'> </span>la<span
style=3D'letter-spacing:-.3pt'> </span>informaci&oacute;n<span style=3D'let=
ter-spacing:
-.35pt'> </span>requerida.<span style=3D'letter-spacing:-.75pt'> </span>Ade=
m&aacute;s,<span
style=3D'letter-spacing:-.3pt'> </span>se<span style=3D'letter-spacing:-.3p=
t'> </span>incluy&oacute;<span
style=3D'letter-spacing:-.35pt'> </span>el<span style=3D'letter-spacing:-.3=
pt'> </span>campo<span
style=3D'letter-spacing:-.35pt'> </span>&#8220;Cl&uacute;ster&#8221;, que
tambi&eacute;n puede ser filtrado, para poder identificar los pa&iacute;ses
pertenecientes a cada cl&uacute;ster de las partidas.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.75pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1 style=3D'margin-left:16.0pt;text-align:justify'><span lang=3DES>Evaluac=
i&oacute;n<span
style=3D'letter-spacing:-.3pt'> </span>de<span style=3D'letter-spacing:-.2p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>resultados</span></span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.65pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES style=3D'letter-spacing:-.1pt'>El<=
/span><span
lang=3DES style=3D'letter-spacing:-.55pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>modelo</span><span lang=3DES style=3D'letter-spacing:-.55pt'> </span=
><span
lang=3DES style=3D'letter-spacing:-.1pt'>fue</span><span lang=3DES style=3D=
'letter-spacing:
-.55pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>sometido</sp=
an><span
lang=3DES style=3D'letter-spacing:-.55pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>a</span><span lang=3DES style=3D'letter-spacing:-.55pt'> </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>una</span><span lang=3DES style=3D=
'letter-spacing:
-.55pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>evaluaci&oac=
ute;n</span><span
lang=3DES style=3D'letter-spacing:-.55pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>por</span><span lang=3DES style=3D'letter-spacing:-.55pt'> </span><s=
pan
lang=3DES style=3D'letter-spacing:-.1pt'>parte</span><span lang=3DES
style=3D'letter-spacing:-.55pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>de</span><span
lang=3DES style=3D'letter-spacing:-.55pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>expertos</span><span lang=3DES style=3D'letter-spacing:-.55pt'> </sp=
an><span
lang=3DES style=3D'letter-spacing:-.1pt'>en</span><span lang=3DES style=3D'=
letter-spacing:
-.55pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>el</span><sp=
an
lang=3DES style=3D'letter-spacing:-.55pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>campo</span><span lang=3DES style=3D'letter-spacing:-.55pt'> </span>=
<span
lang=3DES style=3D'letter-spacing:-.1pt'>del</span><span lang=3DES style=3D=
'letter-spacing:
-.55pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>comercio </s=
pan><span
lang=3DES>internacional<span style=3D'letter-spacing:-.3pt'> </span>y<span
style=3D'letter-spacing:-.25pt'> </span>la<span style=3D'letter-spacing:-.2=
5pt'> </span>miner&iacute;a<span
style=3D'letter-spacing:-.3pt'> </span>de<span style=3D'letter-spacing:-.25=
pt'> </span>datos,<span
style=3D'letter-spacing:-.25pt'> </span>quienes<span style=3D'letter-spacin=
g:-.3pt'>
</span>confirmaron<span style=3D'letter-spacing:-.25pt'> </span>su<span
style=3D'letter-spacing:-.25pt'> </span>validez<span style=3D'letter-spacin=
g:-.3pt'>
</span>y<span style=3D'letter-spacing:-.25pt'> </span>aplicabilidad<span
style=3D'letter-spacing:-.3pt'> </span>en<span style=3D'letter-spacing:-.25=
pt'> </span>diversos
escenarios.<span style=3D'letter-spacing:-.35pt'> </span>Los<span
style=3D'letter-spacing:-.35pt'> </span>expertos<span style=3D'letter-spaci=
ng:-.35pt'>
</span>destacaron<span style=3D'letter-spacing:-.35pt'> </span>la<span
style=3D'letter-spacing:-.35pt'> </span>solidez<span style=3D'letter-spacin=
g:-.35pt'>
</span>de<span style=3D'letter-spacing:-.35pt'> </span>la<span style=3D'let=
ter-spacing:
-.35pt'> </span>metodolog&iacute;a,<span style=3D'letter-spacing:-.35pt'> <=
/span>la<span
style=3D'letter-spacing:-.35pt'> </span>precisi&oacute;n<span style=3D'lett=
er-spacing:
-.35pt'> </span>de<span style=3D'letter-spacing:-.35pt'> </span>los<span
style=3D'letter-spacing:-.35pt'> </span>resultados y la utilidad potencial =
del
modelo para la toma de decisiones estrat&eacute;gicas. Por lo tanto, los
expertos<span style=3D'letter-spacing:-.75pt'> </span>evaluaron<span
style=3D'letter-spacing:-.75pt'> </span>el<span style=3D'letter-spacing:-.7=
5pt'> </span>modelo<span
style=3D'letter-spacing:-.75pt'> </span>en<span style=3D'letter-spacing:-.7=
5pt'> </span>base<span
style=3D'letter-spacing:-.75pt'> </span>a<span style=3D'letter-spacing:-.75=
pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span>solidez<span style=3D'letter-spacin=
g:-.75pt'>
</span>de<span style=3D'letter-spacing:-.75pt'> </span>la<span style=3D'let=
ter-spacing:
-.75pt'> </span>metodolog&iacute;a,<span style=3D'letter-spacing:-.75pt'> <=
/span>precisi&oacute;n<span
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>los<span
style=3D'letter-spacing:-.75pt'> </span>resultados, aplicabilidad del model=
o y el
an&aacute;lisis para identificar los aspectos positivos y negativos del mod=
elo,
as&iacute; como las &aacute;reas de mejora potenciales.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:12.95pt'><span lang=3DES><o:p>&n=
bsp;</o:p></span></p>

<h1 style=3D'margin-right:.05pt'><span lang=3DES style=3D'letter-spacing:-.=
1pt'>Resultados</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.7pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Como<span style=3D'letter-spacing:=
-.6pt'> </span>parte<span
style=3D'letter-spacing:-.6pt'> </span>del<span style=3D'letter-spacing:-.6=
pt'> </span>proceso<span
style=3D'letter-spacing:-.6pt'> </span>de<span style=3D'letter-spacing:-.6p=
t'> </span>investigaci&oacute;n,<span
style=3D'letter-spacing:-.6pt'> </span>fue<span style=3D'letter-spacing:-.6=
pt'> </span>elaborada<span
style=3D'letter-spacing:-.6pt'> </span>una<span style=3D'letter-spacing:-.6=
pt'> </span>base<span
style=3D'letter-spacing:-.6pt'> </span>de<span style=3D'letter-spacing:-.6p=
t'> </span>datos<span
style=3D'letter-spacing:-.6pt'> </span>completa<span style=3D'letter-spacin=
g:-.6pt'>
</span>que contiene promedios de precios FOB por tonelada y costos de
importaci&oacute;n por tonelada para cada<span style=3D'letter-spacing:-.05=
pt'> </span>pa&iacute;s<span
style=3D'letter-spacing:-.05pt'> </span>de<span style=3D'letter-spacing:-.0=
5pt'> </span>origen<span
style=3D'letter-spacing:-.05pt'> </span>de<span style=3D'letter-spacing:-.0=
5pt'> </span>las<span
style=3D'letter-spacing:-.05pt'> </span>importaciones<span style=3D'letter-=
spacing:
-.1pt'> </span>realizadas<span style=3D'letter-spacing:-.1pt'> </span>en<sp=
an
style=3D'letter-spacing:-.05pt'> </span>Ecuador<span style=3D'letter-spacin=
g:-.05pt'>
</span>durante<span style=3D'letter-spacing:-.05pt'> </span>el<span
style=3D'letter-spacing:-.05pt'> </span>per&iacute;odo<span style=3D'letter=
-spacing:
-.05pt'> </span>2008-2018. La<span style=3D'letter-spacing:-.6pt'> </span>i=
nformaci&oacute;n<span
style=3D'letter-spacing:-.6pt'> </span>se<span style=3D'letter-spacing:-.6p=
t'> </span>encuentra<span
style=3D'letter-spacing:-.6pt'> </span>organizada<span style=3D'letter-spac=
ing:
-.6pt'> </span>por<span style=3D'letter-spacing:-.6pt'> </span>partida<span
style=3D'letter-spacing:-.6pt'> </span>arancelaria<span style=3D'letter-spa=
cing:
-.6pt'> </span>&#8220;NANDINA&#8221;,<span style=3D'letter-spacing:-.6pt'> =
</span>lo<span
style=3D'letter-spacing:-.6pt'> </span>que<span style=3D'letter-spacing:-.6=
pt'> </span>facilita<span
style=3D'letter-spacing:-.6pt'> </span>el an&aacute;lisis y la comparaci&oa=
cute;n
de datos entre diferentes productos. Para ilustrar la aplicaci&oacute;n de =
la
base de datos, fue seleccionada la partida arancelaria <i style=3D'mso-bidi=
-font-style:
normal'>85171200</i>, que corresponde a &quot;tel&eacute;fonos <span
style=3D'letter-spacing:-.1pt'>m&oacute;viles</span><span style=3D'letter-s=
pacing:
-.6pt'> </span><span style=3D'letter-spacing:-.1pt'>(celulares)</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>y</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>los</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>otras</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>redes</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>inal&aacute;mbricas&quot;.</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Esta</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>partida</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>fue</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>elegida</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>por</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>su</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>simplicidad
</span>y por ser un producto de uso com&uacute;n en la actualidad. La
descripci&oacute;n de la partida arancelaria con el c&oacute;digo <i
style=3D'mso-bidi-font-style:normal'>85171200 </i>es:</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.05pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-right:5.75pt;line-height:103%;
mso-list:l0 level1 lfo1;tab-stops:70.0pt'><![if !supportLists]><span lang=
=3DES
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;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%'>Secci&oacute;n VIII:
M&aacute;quinas, aparatos y material el&eacute;ctrico; sus partes; aparatos=
 de <span
style=3D'letter-spacing:-.1pt'>grabaci&oacute;n</span><span style=3D'letter=
-spacing:
-.75pt'> </span><span style=3D'letter-spacing:-.1pt'>o</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>reproducci&oacute;n</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>sonido,</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>aparatos</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=
'>grabaci&oacute;n</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>o</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>reproducci&oacute;n</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>imagen
</span>y sonido en televisi&oacute;n, y las partes y accesorios de estos
aparatos.<o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.15pt;margin-right:0cm;marg=
in-bottom:
0cm;margin-left:69.95pt;margin-bottom:.0001pt;text-indent:-17.95pt;mso-list:
l0 level1 lfo1;tab-stops:69.95pt'><![if !supportLists]><span lang=3DES
style=3D'font-size:12.0pt'><span style=3D'mso-list:Ignore'>&#8226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>Cap&iacute;tulo<span style=3D'letter-spacing:-.0=
5pt'> </span>85:<span
style=3D'letter-spacing:-.05pt'> </span>M&aacute;quinas,<span style=3D'lett=
er-spacing:
-.1pt'> </span>aparatos<span style=3D'letter-spacing:-.05pt'> </span>y<span
style=3D'letter-spacing:-.05pt'> </span>material<span style=3D'letter-spaci=
ng:-.05pt'>
</span>el&eacute;ctrico,<span style=3D'letter-spacing:-.05pt'> </span>y<span
style=3D'letter-spacing:-.1pt'> </span>sus<span style=3D'letter-spacing:-.0=
5pt'> </span><span
style=3D'letter-spacing:-.1pt'>partes.</span><o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.6pt;margin-right:6.0pt;mar=
gin-bottom:
0cm;margin-left:70.0pt;margin-bottom:.0001pt;line-height:103%;mso-list:l0 l=
evel1 lfo1;
tab-stops:70.0pt'><![if !supportLists]><span lang=3DES style=3D'font-size:1=
2.0pt;
line-height:103%'><span style=3D'mso-list:Ignore'>&#8226;<span style=3D'fon=
t:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:103%'>Partida 8517: Tel&eacute;fonos,
incluidos los tel&eacute;fonos m&oacute;viles (celulares) y los de otras <s=
pan
style=3D'letter-spacing:-.1pt'>redes</span><span style=3D'letter-spacing:-.=
6pt'> </span><span
style=3D'letter-spacing:-.1pt'>inal&aacute;mbricas,</span><span style=3D'le=
tter-spacing:
-.6pt'> </span><span style=3D'letter-spacing:-.1pt'>los</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>dem&aacute;s</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>aparatos</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>para</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>emisi&oacute;n,</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>transmisi&oacute;n</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>o</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>recepci&oacute;n</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>voz, </span>imagen
u otros datos, incluidos los de comunicaci&oacute;n en red con o sin cable.=
<o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.15pt;margin-right:0cm;marg=
in-bottom:
0cm;margin-left:69.95pt;margin-bottom:.0001pt;text-indent:-17.95pt;mso-list:
l0 level1 lfo1;tab-stops:69.95pt'><![if !supportLists]><span lang=3DES
style=3D'font-size:12.0pt'><span style=3D'mso-list:Ignore'>&#8226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>Subpartida 851712: No hay descripci&oacute;n <sp=
an
style=3D'letter-spacing:-.1pt'>disponible.</span><o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.6pt;margin-right:0cm;margi=
n-bottom:
0cm;margin-left:69.95pt;margin-bottom:.0001pt;text-indent:-17.95pt;mso-list:
l0 level1 lfo1;tab-stops:69.95pt'><![if !supportLists]><span lang=3DES
style=3D'font-size:12.0pt'><span style=3D'mso-list:Ignore'>&#8226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt'>&Iacute;tem<span style=3D'letter-spacing:-.35pt'=
> </span>85171200:<span
style=3D'letter-spacing:-.4pt'> </span>Tel&eacute;fonos<span style=3D'lette=
r-spacing:
-.25pt'> </span>m&oacute;viles<span style=3D'letter-spacing:-.25pt'> </span=
>(celulares)<span
style=3D'letter-spacing:-.2pt'> </span>y<span style=3D'letter-spacing:-.2pt=
'> </span>los<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
pt'> </span>otras<span
style=3D'letter-spacing:-.25pt'> </span>redes<span style=3D'letter-spacing:=
-.25pt'>
</span><span style=3D'letter-spacing:-.1pt'>inal&aacute;mbricas.</span><o:p=
></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.45pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>El an&aacute;lisis del conjunto de=
 datos
para la partida arancelaria <i style=3D'mso-bidi-font-style:normal'>8517120=
0 </i>permiti&oacute;
identificar los pa&iacute;ses de origen con los precios FOB y costos de
importaci&oacute;n m&aacute;s favorables para la importaci&oacute;n de
tel&eacute;fonos m&oacute;viles hacia Ecuador. Esta informaci&oacute;n puede
ser de gran utilidad para empresas importadoras, entidades gubernamentales y
otros actores interesados en<span style=3D'letter-spacing:-.05pt'> </span>e=
l<span
style=3D'letter-spacing:-.05pt'> </span>comercio<span style=3D'letter-spaci=
ng:-.05pt'>
</span>internacional<span style=3D'letter-spacing:-.05pt'> </span>de<span
style=3D'letter-spacing:-.05pt'> </span>este<span style=3D'letter-spacing:-=
.05pt'> </span>tipo<span
style=3D'letter-spacing:-.05pt'> </span>de<span style=3D'letter-spacing:-.0=
5pt'> </span>productos.<span
style=3D'letter-spacing:-.05pt'> </span>En<span style=3D'letter-spacing:-.0=
5pt'> </span>la<span
style=3D'letter-spacing:-.25pt'> </span>Tabla<span style=3D'letter-spacing:=
-.05pt'>
</span>1<span style=3D'letter-spacing:-.05pt'> </span>se<span style=3D'lett=
er-spacing:
-.05pt'> </span>muestra<span style=3D'letter-spacing:-.05pt'> </span>la<span
style=3D'letter-spacing:-.05pt'> </span>agrupaci&oacute;n obtenida de la pa=
rtida
arancelaria de ejemplo.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<h1><span lang=3DES style=3D'letter-spacing:-.1pt'>Tabla</span><span lang=
=3DES
style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.5pt'>1</span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:0=
cm;
margin-bottom:0cm;margin-left:10.0pt;margin-bottom:.0001pt;text-align:cente=
r'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Conjunto<span style=3D'letter-spacing:-.2pt'> </=
span>de<span
style=3D'letter-spacing:-.2pt'> </span>datos<span style=3D'letter-spacing:-=
.2pt'> </span>resultante<span
style=3D'letter-spacing:-.15pt'> </span><span style=3D'letter-spacing:-.1pt=
'>(Fragmento)</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.45pt;margin-right:0cm;margin-bo=
ttom:
.05pt;margin-left:0cm'><i style=3D'mso-bidi-font-style:normal'><span lang=
=3DES
style=3D'font-size:4.5pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span=
></i></p>

<table class=3DTableNormal border=3D1 cellspacing=3D0 cellpadding=3D0 style=
=3D'margin-left:
 99.2pt;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:37.75pt'>
  <td width=3D124 valign=3Dtop style=3D'width:93.05pt;border:solid black 1.=
0pt;
  padding:0cm 0cm 0cm 0cm;height:37.75pt'>
  <p class=3DTableParagraph style=3D'margin-top:4.5pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:1.05pt;margin-bottom:.0001pt;line-height:103%'><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%'>COSTO<span style=3D'letter-sp=
acing:
  -.05pt'> </span>DE<span style=3D'letter-spacing:2.0pt'> </span><span
  style=3D'letter-spacing:-.1pt'>IMPORTACI&Oacute;N</span><span style=3D'le=
tter-spacing:
  -.4pt'> </span><span style=3D'letter-spacing:-.1pt'>POR</span><span
  style=3D'letter-spacing:2.0pt'> </span><span style=3D'letter-spacing:-.1p=
t'>TONELADA</span><o:p></o:p></span></b></p>
  </td>
  <td width=3D106 valign=3Dtop style=3D'width:79.4pt;border:solid black 1.0=
pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:37.75pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:.1pt;text-alig=
n:left'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size: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:15.55pt;
  margin-bottom:0cm;margin-left:17.3pt;margin-bottom:.0001pt;text-align:lef=
t;
  text-indent:4.7pt;line-height:103%'><b style=3D'mso-bidi-font-weight:norm=
al'><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%'>FOB<span
  style=3D'letter-spacing:-.05pt'> </span>POR<span style=3D'letter-spacing:=
2.0pt'> </span><span
  style=3D'letter-spacing:-.1pt'>TONELADA</span><o:p></o:p></span></b></p>
  </td>
  <td width=3D92 valign=3Dtop style=3D'width:68.65pt;border:solid black 1.0=
pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:37.75pt'>
  <p class=3DTableParagraph style=3D'margin-top:4.5pt;margin-right:8.55pt;
  margin-bottom:0cm;margin-left:9.5pt;margin-bottom:.0001pt;line-height:103=
%'><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>NOMBRE</=
span></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:2.0pt'> </span>=
</b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>DEL</spa=
n></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.45pt'> </span=
></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>PA&Iacut=
e;S</span></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.4pt'> </span>=
</b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>DE</span=
></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%'><o:p></o:p></span></b></p>
  <p class=3DTableParagraph style=3D'margin-top:.1pt;margin-right:0cm;margi=
n-bottom:
  0cm;margin-left:.85pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>IMPORTACI&Oacute;N</span></b><b style=3D'mso-bidi-f=
ont-weight:
  normal'><span lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0p=
t'><o:p></o:p></span></b></p>
  </td>
  <td width=3D60 valign=3Dtop style=3D'width:44.9pt;border:solid black 1.0p=
t;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:37.75pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:4.9pt;text-ali=
gn:left'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size: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:0cm;margin=
-bottom:
  0cm;margin-left:.75pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>GRUPO</span></b><b style=3D'mso-bidi-font-weight:no=
rmal'><span
  lang=3DES 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:18.7pt'>
  <td width=3D124 valign=3Dtop style=3D'width:93.05pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-top:4.65pt;margin-right:.05pt;
  margin-bottom:0cm;margin-left:1.05pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
28,808.81</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D106 valign=3Dtop style=3D'width:79.4pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-left:.95pt'><span lang=3DES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
1,295,847.76</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D92 valign=3Dtop style=3D'width:68.65pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-top:4.65pt;margin-right:8.6pt;
  margin-bottom:0cm;margin-left:9.5pt;margin-bottom:.0001pt'><span
  class=3DSpellE><span lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-siz=
e:11.0pt;
  letter-spacing:-.1pt'>Canada</span></span><span lang=3DES style=3D'font-s=
ize:
  8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  </td>
  <td width=3D60 valign=3Dtop style=3D'width:44.9pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-left:.75pt'><span lang=3DES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.5pt'>=
0</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:2;mso-yfti-lastrow:yes;height:18.7pt'>
  <td width=3D124 valign=3Dtop style=3D'width:93.05pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-top:4.65pt;margin-right:.05pt;
  margin-bottom:0cm;margin-left:1.05pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
16,425.13</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D106 valign=3Dtop style=3D'width:79.4pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-left:.95pt'><span lang=3DES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
783,938.49</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D92 valign=3Dtop style=3D'width:68.65pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-top:4.65pt;margin-right:8.6pt;
  margin-bottom:0cm;margin-left:9.5pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
Colombia</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D60 valign=3Dtop style=3D'width:44.9pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-left:.75pt'><span lang=3DES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.5pt'>=
0</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
</table>

</div>

<span lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;font-fam=
ily:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
ES;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'><br clear=3Dall
style=3D'page-break-before:always;mso-break-type:section-break'>
</span>

<div class=3DWordSection11>

<p class=3DMsoBodyText style=3D'margin-top:9.85pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DES 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:
 99.2pt;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:37.75pt'>
  <td width=3D124 valign=3Dtop style=3D'width:93.05pt;border:solid black 1.=
0pt;
  padding:0cm 0cm 0cm 0cm;height:37.75pt'>
  <p class=3DTableParagraph style=3D'margin-top:4.5pt;margin-right:0cm;marg=
in-bottom:
  0cm;margin-left:1.05pt;margin-bottom:.0001pt;line-height:103%'><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%'>COSTO<span style=3D'letter-sp=
acing:
  -.05pt'> </span>DE<span style=3D'letter-spacing:2.0pt'> </span><span
  style=3D'letter-spacing:-.1pt'>IMPORTACI&Oacute;N</span><span style=3D'le=
tter-spacing:
  -.4pt'> </span><span style=3D'letter-spacing:-.1pt'>POR</span><span
  style=3D'letter-spacing:2.0pt'> </span><span style=3D'letter-spacing:-.1p=
t'>TONELADA</span><o:p></o:p></span></b></p>
  </td>
  <td width=3D106 valign=3Dtop style=3D'width:79.4pt;border:solid black 1.0=
pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:37.75pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:.1pt;text-alig=
n:left'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size: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:15.55pt;
  margin-bottom:0cm;margin-left:17.3pt;margin-bottom:.0001pt;text-align:lef=
t;
  text-indent:4.7pt;line-height:103%'><b style=3D'mso-bidi-font-weight:norm=
al'><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;line-height:=
103%'>FOB<span
  style=3D'letter-spacing:-.05pt'> </span>POR<span style=3D'letter-spacing:=
2.0pt'> </span><span
  style=3D'letter-spacing:-.1pt'>TONELADA</span><o:p></o:p></span></b></p>
  </td>
  <td width=3D92 valign=3Dtop style=3D'width:68.65pt;border:solid black 1.0=
pt;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:37.75pt'>
  <p class=3DTableParagraph style=3D'margin-top:4.5pt;margin-right:8.55pt;
  margin-bottom:0cm;margin-left:9.5pt;margin-bottom:.0001pt;line-height:103=
%'><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>NOMBRE</=
span></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:2.0pt'> </span>=
</b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>DEL</spa=
n></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.45pt'> </span=
></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>PA&Iacut=
e;S</span></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.4pt'> </span>=
</b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%;letter-spacing:-.1pt'>DE</span=
></b><b
  style=3D'mso-bidi-font-weight:normal'><span lang=3DES style=3D'font-size:=
8.0pt;
  mso-bidi-font-size:11.0pt;line-height:103%'><o:p></o:p></span></b></p>
  <p class=3DTableParagraph style=3D'margin-top:.1pt;margin-right:0cm;margi=
n-bottom:
  0cm;margin-left:.85pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>IMPORTACI&Oacute;N</span></b><b style=3D'mso-bidi-f=
ont-weight:
  normal'><span lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0p=
t'><o:p></o:p></span></b></p>
  </td>
  <td width=3D60 valign=3Dtop style=3D'width:44.9pt;border:solid black 1.0p=
t;
  border-left:none;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0c=
m 0cm;
  height:37.75pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:4.9pt;text-ali=
gn:left'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size: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:0cm;margin=
-bottom:
  0cm;margin-left:.75pt;margin-bottom:.0001pt'><b style=3D'mso-bidi-font-we=
ight:
  normal'><span lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0p=
t;
  letter-spacing:-.1pt'>GRUPO</span></b><b style=3D'mso-bidi-font-weight:no=
rmal'><span
  lang=3DES 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:18.7pt'>
  <td width=3D124 valign=3Dtop style=3D'width:93.05pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-top:4.65pt;margin-right:.05pt;
  margin-bottom:0cm;margin-left:1.05pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
58,716.67</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D106 valign=3Dtop style=3D'width:79.4pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-left:.95pt'><span lang=3DES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
799,096.67</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D92 valign=3Dtop style=3D'width:68.65pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-top:4.65pt;margin-right:8.65pt;
  margin-bottom:0cm;margin-left:9.5pt;margin-bottom:.0001pt'><span
  class=3DSpellE><span lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-siz=
e:11.0pt;
  letter-spacing:-.1pt'>Denmark</span></span><span lang=3DES style=3D'font-=
size:
  8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  </td>
  <td width=3D60 valign=3Dtop style=3D'width:44.9pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-left:.75pt'><span lang=3DES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.5pt'>=
0</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:2;height:28.3pt'>
  <td width=3D124 valign=3Dtop style=3D'width:93.05pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:28.3pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:.25pt;text-ali=
gn:left'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size: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:.05pt;marg=
in-bottom:
  0cm;margin-left:1.05pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fo=
nt-size:
  8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>5,293.19</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D106 valign=3Dtop style=3D'width:79.4pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:28.3pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:.25pt;text-ali=
gn:left'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size: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:0cm;margin=
-bottom:
  0cm;margin-left:.95pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>369,255.89</span><s=
pan
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D92 valign=3Dtop style=3D'width:68.65pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:28.3pt'>
  <p class=3DTableParagraph style=3D'margin-left:.85pt'><span class=3DSpell=
E><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'>United</spa=
n></span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spaci=
ng:-.15pt'>
  </span><span class=3DSpellE><span lang=3DES style=3D'font-size:8.0pt;mso-=
bidi-font-size:
  11.0pt'>States</span></span><span lang=3DES style=3D'font-size:8.0pt;mso-=
bidi-font-size:
  11.0pt;letter-spacing:-.15pt'> </span><span class=3DSpellE><span lang=3DES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.25pt'=
>of</span></span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  <p class=3DTableParagraph style=3D'margin-top:.4pt;margin-right:8.65pt;
  margin-bottom:0cm;margin-left:9.5pt;margin-bottom:.0001pt'><span
  class=3DSpellE><span lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-siz=
e:11.0pt;
  letter-spacing:-.1pt'>America</span></span><span lang=3DES style=3D'font-=
size:
  8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  </td>
  <td width=3D60 valign=3Dtop style=3D'width:44.9pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:28.3pt'>
  <p class=3DTableParagraph align=3Dleft style=3D'margin-top:.25pt;text-ali=
gn:left'><i
  style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size: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:0cm;margin=
-bottom:
  0cm;margin-left:.75pt;margin-bottom:.0001pt'><span lang=3DES style=3D'fon=
t-size:
  8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.5pt'>2</span><span lang=
=3DES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style=3D'mso-yfti-irow:3;mso-yfti-lastrow:yes;height:18.7pt'>
  <td width=3D124 valign=3Dtop style=3D'width:93.05pt;border:solid black 1.=
0pt;
  border-top:none;mso-border-top-alt:solid black 1.0pt;padding:0cm 0cm 0cm =
0cm;
  height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-top:4.65pt;margin-right:.1pt;
  margin-bottom:0cm;margin-left:1.05pt;margin-bottom:.0001pt'><span lang=3D=
ES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
6,652.95</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D106 valign=3Dtop style=3D'width:79.4pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-left:.95pt'><span lang=3DES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
532,318,35</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D92 valign=3Dtop style=3D'width:68.65pt;border-top:none;border=
-left:
  none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
  mso-border-top-alt:solid black 1.0pt;mso-border-left-alt:solid black 1.0p=
t;
  padding:0cm 0cm 0cm 0cm;height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-top:4.65pt;margin-right:8.65pt;
  margin-bottom:0cm;margin-left:9.5pt;margin-bottom:.0001pt'><span lang=3DES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'>=
Vietnam</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
  <td width=3D60 valign=3Dtop style=3D'width:44.9pt;border-top:none;border-=
left:none;
  border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;mso-border=
-top-alt:
  solid black 1.0pt;mso-border-left-alt:solid black 1.0pt;padding:0cm 0cm 0=
cm 0cm;
  height:18.7pt'>
  <p class=3DTableParagraph style=3D'margin-left:.75pt'><span lang=3DES
  style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.5pt'>=
2</span><span
  lang=3DES style=3D'font-size:8.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p>=
</span></p>
  </td>
 </tr>
</table>

<p class=3DMsoBodyText style=3D'margin-top:12.9pt;margin-right:5.4pt;margin=
-bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:100%'><span lang=3DES>En la Tabla 1 se observa que cada
pa&iacute;s presente en el campo &#8220;Nombre del Pa&iacute;s de
Importaci&oacute;n&#8221;<span style=3D'letter-spacing:-.5pt'> </span>perte=
nece<span
style=3D'letter-spacing:-.5pt'> </span>a<span style=3D'letter-spacing:-.5pt=
'> </span>un<span
style=3D'letter-spacing:-.5pt'> </span>cl&uacute;ster<span style=3D'letter-=
spacing:
-.5pt'> </span>asignado<span style=3D'letter-spacing:-.5pt'> </span>en<span
style=3D'letter-spacing:-.5pt'> </span>el<span style=3D'letter-spacing:-.5p=
t'> </span>campo<span
style=3D'letter-spacing:-.5pt'> </span>&#8220;Grupo&#8221;<span style=3D'le=
tter-spacing:
-.5pt'> </span>identificado<span style=3D'letter-spacing:-.5pt'> </span>por=
<span
style=3D'letter-spacing:-.5pt'> </span>los<span style=3D'letter-spacing:-.5=
pt'> </span>valores
0,<span style=3D'letter-spacing:-.75pt'> </span>1<span style=3D'letter-spac=
ing:
-.75pt'> </span>y<span style=3D'letter-spacing:-.75pt'> </span>2<span
style=3D'letter-spacing:-.75pt'> </span>(3<span style=3D'letter-spacing:-.7=
5pt'> </span>cl&uacute;steres)<span
style=3D'letter-spacing:-.75pt'> </span>en<span style=3D'letter-spacing:-.7=
5pt'> </span>base<span
style=3D'letter-spacing:-.75pt'> </span>a<span style=3D'letter-spacing:-.75=
pt'> </span>las<span
style=3D'letter-spacing:-.75pt'> </span>variables<span style=3D'letter-spac=
ing:
-.75pt'> </span>planteadas<span style=3D'letter-spacing:-.75pt'> </span>ini=
cialmente.<span
style=3D'letter-spacing:-.75pt'> </span>Para<span style=3D'letter-spacing:-=
.75pt'> </span>el<span
style=3D'letter-spacing:-.75pt'> </span>ejemplo<span style=3D'letter-spacin=
g:-.75pt'>
</span>presentado, la interpretaci&oacute;n puede ser la siguiente:</span><=
/p>

<p class=3DMsoBodyText style=3D'margin-top:.45pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-right:5.8pt;line-height:100%;
mso-list:l0 level1 lfo1;tab-stops:70.0pt'><![if !supportLists]><span lang=
=3DES
style=3D'font-size:12.0pt;line-height:100%'><span style=3D'mso-list:Ignore'=
>&#8226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>Cl&uacute;=
ster</span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.75pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>0:</span><=
span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>Se</span><=
span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>encuentran=
</span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>los</span>=
<span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>pa&iacute;=
ses</span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>desde</spa=
n><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>los</span>=
<span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>cuales</sp=
an><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>el</span><=
span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>costo</spa=
n><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>promedio</=
span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>de</span><=
span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>importaci&=
oacute;n
</span><span lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;
line-height:100%'>es 30,383.00 d&oacute;lares por tonelada y el valor FOB
promedio de la importaci&oacute;n es 1,078,415.29 d&oacute;lares por tonela=
da.<o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.2pt;margin-right:5.55pt;
margin-bottom:0cm;margin-left:70.0pt;margin-bottom:.0001pt;line-height:100%;
mso-list:l0 level1 lfo1;tab-stops:70.0pt'><![if !supportLists]><span lang=
=3DES
style=3D'font-size:12.0pt;line-height:100%'><span style=3D'mso-list:Ignore'=
>&#8226;<span
style=3D'font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=
&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>Cl&uacute;=
ster</span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>1:</span><=
span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>Se</span><=
span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>encuentran=
</span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>los</span>=
<span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>pa&iacute;=
ses</span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>desde</spa=
n><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>los</span>=
<span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>cuales</sp=
an><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>el</span><=
span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>costo</spa=
n><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>promedio</=
span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>de</span><=
span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>importaci&=
oacute;n
</span><span lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;
line-height:100%'>es 56.411,34 d&oacute;lares por tonelada y el valor FOB
promedio de la importaci&oacute;n es 6,644,241.87 d&oacute;lares por tonela=
da.<o:p></o:p></span></p>

<p class=3DMsoListParagraph style=3D'margin-top:.2pt;margin-right:5.8pt;mar=
gin-bottom:
0cm;margin-left:70.0pt;margin-bottom:.0001pt;line-height:100%;mso-list:l0 l=
evel1 lfo1;
tab-stops:70.0pt'><![if !supportLists]><span lang=3DES style=3D'font-size:1=
2.0pt;
line-height:100%'><span style=3D'mso-list:Ignore'>&#8226;<span style=3D'fon=
t:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>Cl&uacute;=
ster</span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.75pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>2:</span><=
span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>Se</span><=
span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>encuentran=
</span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>los</span>=
<span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>pa&iacute;=
ses</span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>desde</spa=
n><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>los</span>=
<span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>cuales</sp=
an><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>el</span><=
span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>costo</spa=
n><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>promedio</=
span><span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>de</span><=
span
lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;line-height:1=
00%;
letter-spacing:-.65pt'> </span><span lang=3DES style=3D'font-size:12.0pt;
mso-bidi-font-size:11.0pt;line-height:100%;letter-spacing:-.1pt'>importaci&=
oacute;n
</span><span lang=3DES style=3D'font-size:12.0pt;mso-bidi-font-size:11.0pt;
line-height:100%'>es 26,975.34 d&oacute;lares por tonelada y el valor FOB
promedio de la importaci&oacute;n es 361,856.33 d&oacute;lares por tonelada=
.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.4pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.25pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:100%'><span lang=3DES>De<span style=3D'letter-spacing:-.=
3pt'> </span>acuerdo<span
style=3D'letter-spacing:-.35pt'> </span>con<span style=3D'letter-spacing:-.=
3pt'> </span>las<span
style=3D'letter-spacing:-.35pt'> </span>necesidades<span style=3D'letter-sp=
acing:
-.35pt'> </span>del<span style=3D'letter-spacing:-.35pt'> </span>negocio,<s=
pan
style=3D'letter-spacing:-.35pt'> </span>es<span style=3D'letter-spacing:-.3=
5pt'> </span>posible<span
style=3D'letter-spacing:-.3pt'> </span>identificar<span style=3D'letter-spa=
cing:
-.35pt'> </span>cu&aacute;les<span style=3D'letter-spacing:-.35pt'> </span>=
son<span
style=3D'letter-spacing:-.3pt'> </span>los<span style=3D'letter-spacing:-.3=
5pt'> </span>pa&iacute;ses
desde<span style=3D'letter-spacing:-.1pt'> </span>los<span style=3D'letter-=
spacing:
-.1pt'> </span>que<span style=3D'letter-spacing:-.1pt'> </span>resulta<span
style=3D'letter-spacing:-.1pt'> </span>m&aacute;s<span style=3D'letter-spac=
ing:
-.1pt'> </span>conveniente<span style=3D'letter-spacing:-.1pt'> </span>impo=
rtar<span
style=3D'letter-spacing:-.1pt'> </span>una<span style=3D'letter-spacing:-.1=
pt'> </span>partida<span
style=3D'letter-spacing:-.1pt'> </span>&#8220;NANDINA&#8221;<span
style=3D'letter-spacing:-.1pt'> </span>espec&iacute;fica<span style=3D'lett=
er-spacing:
-.1pt'> </span>en<span style=3D'letter-spacing:-.1pt'> </span>base<span
style=3D'letter-spacing:-.1pt'> </span>a los<span style=3D'letter-spacing:-=
.1pt'> </span>costos<span
style=3D'letter-spacing:-.1pt'> </span>y<span style=3D'letter-spacing:-.1pt=
'> </span>valor<span
style=3D'letter-spacing:-.1pt'> </span>FOB<span style=3D'letter-spacing:-.1=
pt'> </span>en<span
style=3D'letter-spacing:-.1pt'> </span>los<span style=3D'letter-spacing:-.1=
pt'> </span>que<span
style=3D'letter-spacing:-.1pt'> </span>se<span style=3D'letter-spacing:-.1p=
t'> </span>incurre<span
style=3D'letter-spacing:-.1pt'> </span>para<span style=3D'letter-spacing:-.=
1pt'> </span>adquirir<span
style=3D'letter-spacing:-.1pt'> </span>el<span style=3D'letter-spacing:-.1p=
t'> </span>bien<span
style=3D'letter-spacing:-.1pt'> </span>descrito<span style=3D'letter-spacin=
g:-.1pt'>
</span>desde<span style=3D'letter-spacing:-.1pt'> </span>el<span
style=3D'letter-spacing:-.1pt'> </span>Ecuador.<span style=3D'letter-spacin=
g:-.75pt'>
</span>A su vez, estos resultados fueron representados en un informe visual=
 (<span
class=3DSpellE>dashboard</span>), cuya interfaz se<span style=3D'letter-spa=
cing:
-.05pt'> </span>dise&ntilde;&oacute;<span style=3D'letter-spacing:-.05pt'> =
</span>para<span
style=3D'letter-spacing:-.05pt'> </span>facilitar<span style=3D'letter-spac=
ing:
-.1pt'> </span>el<span style=3D'letter-spacing:-.05pt'> </span>acceso<span
style=3D'letter-spacing:-.05pt'> </span>a<span style=3D'letter-spacing:-.05=
pt'> </span>la<span
style=3D'letter-spacing:-.05pt'> </span>informaci&oacute;n<span style=3D'le=
tter-spacing:
-.05pt'> </span>disponible<span style=3D'letter-spacing:-.05pt'> </span>de<=
span
style=3D'letter-spacing:-.05pt'> </span>todas<span style=3D'letter-spacing:=
-.1pt'> </span>las<span
style=3D'letter-spacing:-.1pt'> </span>partidas<span style=3D'letter-spacin=
g:-.1pt'>
</span>y<span style=3D'letter-spacing:-.05pt'> </span>pa&iacute;ses<span
style=3D'letter-spacing:-.1pt'> </span>con interacciones sencillas e intuit=
ivas
por parte del usuario, como se representa en la Figura 2.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1><span lang=3DES>Figura <span style=3D'letter-spacing:-.5pt'>2</span></s=
pan></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
1pt;
margin-bottom:0cm;margin-left:10.0pt;margin-bottom:.0001pt;text-align:cente=
r'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Interfaz<span style=3D'letter-spacing:-.2pt'> </=
span>de<span
style=3D'letter-spacing:-.15pt'> </span>visualizaci&oacute;n<span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
5pt'> </span>datos<span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
5pt'> </span>costos<span
style=3D'letter-spacing:-.2pt'> </span>de<span style=3D'letter-spacing:-.15=
pt'> </span>importaciones<span
style=3D'letter-spacing:-.2pt'> </span>al<span style=3D'letter-spacing:-.1p=
t'>
Ecuador</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:.5pt'><!--[if gte vml 1]><o:wrap=
block><v:shape
  id=3D"Image_x0020_22" o:spid=3D"_x0000_s1030" type=3D"#_x0000_t75" style=
=3D'position:absolute;
  margin-left:72.25pt;margin-top:4pt;width:447pt;height:247.5pt;z-index:-15=
727104;
  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"1209-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=3D96 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D596 height=3D330 src=3D"1209-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=3DES style=3D'font-size:=
2.0pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

</div>

<span lang=3DES style=3D'font-size:2.0pt;mso-bidi-font-size:11.0pt;font-fam=
ily:
"Times New Roman",serif;mso-fareast-font-family:"Times New Roman";mso-ansi-=
language:
ES;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'><br clear=3Dall
style=3D'page-break-before:always;mso-break-type:section-break'>
</span>

<div class=3DWordSection12>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>En el informe visual presentado, c=
ada
cuadro permite el acceso a la informaci&oacute;n que requiera<span
style=3D'letter-spacing:-.45pt'> </span>el<span style=3D'letter-spacing:-.4=
5pt'> </span>usuario<span
style=3D'letter-spacing:-.45pt'> </span>de<span style=3D'letter-spacing:-.4=
5pt'> </span>acuerdo<span
style=3D'letter-spacing:-.45pt'> </span>con<span style=3D'letter-spacing:-.=
45pt'> </span>el<span
style=3D'letter-spacing:-.45pt'> </span>tipo<span style=3D'letter-spacing:-=
.45pt'> </span>de<span
style=3D'letter-spacing:-.45pt'> </span>bien<span style=3D'letter-spacing:-=
.45pt'> </span>que<span
style=3D'letter-spacing:-.45pt'> </span>desea<span style=3D'letter-spacing:=
-.45pt'>
</span>importar.<span style=3D'letter-spacing:-.45pt'> </span>Para<span
style=3D'letter-spacing:-.45pt'> </span>esto,<span style=3D'letter-spacing:=
-.45pt'>
</span>los<span style=3D'letter-spacing:-.45pt'> </span>filtros<span
style=3D'letter-spacing:-.45pt'> </span>y<span style=3D'letter-spacing:-.45=
pt'> </span>los
<span style=3D'letter-spacing:-.1pt'>gr&aacute;ficos</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>din&aacute;micos</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>facilitan</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>la</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>comparaci&oacute;n</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>entre</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>los</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>costos</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>importaci&oacute;n</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>y</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>FOB</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>cada</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>pa&iacute;s.
</span>Los campos de la secci&oacute;n superior izquierda de la Figura 2
muestran todos los posibles filtros <span style=3D'letter-spacing:-.1pt'>de=
l</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>informe</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>visual,</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>desde</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>lo</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>m&aacute;s</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>general</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>(Nivel</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Partida</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>1)</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>a</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>lo</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>m&aacute;s</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>espec&iacute;fico</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>(Cl&uacute;ster),</span><span
style=3D'letter-spacing:-.45pt'> </span><span style=3D'letter-spacing:-.1pt=
'>como </span>se
puede observar en la Figura 3.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.9pt'><span lang=3DES><o:p>&nbsp=
;</o:p></span></p>

<h1><span lang=3DES>Figura <span style=3D'letter-spacing:-.5pt'>3</span></s=
pan></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
05pt;
margin-bottom:0cm;margin-left:10.0pt;margin-bottom:.0001pt;text-align:cente=
r'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Filtros<span style=3D'letter-spacing:-.45pt'> </=
span>utilizados<span
style=3D'letter-spacing:-.45pt'> </span>del<span style=3D'letter-spacing:-.=
4pt'> </span><span
style=3D'letter-spacing:-.1pt'>informe</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText><!--[if gte vml 1]><o:wrapblock><v:shape id=3D"Image=
_x0020_23"
  o:spid=3D"_x0000_s1029" type=3D"#_x0000_t75" style=3D'position:absolute;
  margin-left:166.4pt;margin-top:4.1pt;width:267.05pt;height:144.2pt;z-inde=
x:-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"1209-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=3D222 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D356 height=3D192 src=3D"1209-RTE-36-e1_archivos/image01=
4.jpg"
   v:shapes=3D"Image_x0020_23"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
2.5pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:2.9pt'><i style=3D'mso-bidi-font=
-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.8pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Los<span style=3D'letter-spacing:-=
.5pt'> </span>valores<span
style=3D'letter-spacing:-.5pt'> </span>de<span style=3D'letter-spacing:-.5p=
t'> </span>la<span
style=3D'letter-spacing:-.5pt'> </span>secci&oacute;n<span style=3D'letter-=
spacing:
-.5pt'> </span>media<span style=3D'letter-spacing:-.5pt'> </span>izquierda<=
span
style=3D'letter-spacing:-.5pt'> </span>muestran<span style=3D'letter-spacin=
g:-.5pt'>
</span>el<span style=3D'letter-spacing:-.5pt'> </span>promedio<span
style=3D'letter-spacing:-.5pt'> </span>de<span style=3D'letter-spacing:-.5p=
t'> </span>las<span
style=3D'letter-spacing:-.5pt'> </span>variables<span style=3D'letter-spaci=
ng:-.5pt'>
</span>FOB<span style=3D'letter-spacing:-.5pt'> </span>y <span style=3D'let=
ter-spacing:
-.1pt'>&#8220;Costo</span><span style=3D'letter-spacing:-.75pt'> </span><sp=
an
style=3D'letter-spacing:-.1pt'>de</span><span style=3D'letter-spacing:-.65p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>importaci&oacute;n&#8221;.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Se</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>colocaron</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>como</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>elementos</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>separados</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>por</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>su</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>relevancia</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>en</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>an&aacute;lisis,
</span>como se observa en la Figura 4.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.75pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1><span lang=3DES>Figura <span style=3D'letter-spacing:-.5pt'>4</span></s=
pan></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
05pt;
margin-bottom:0cm;margin-left:10.0pt;margin-bottom:.0001pt;text-align:cente=
r'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Valores<span style=3D'letter-spacing:-.35pt'> </=
span>visualizados<span
style=3D'letter-spacing:-.35pt'> </span>en<span style=3D'letter-spacing:-.3=
pt'> </span>el<span
style=3D'letter-spacing:-.3pt'> </span>informe<span style=3D'letter-spacing=
:-.25pt'>
</span>y<span style=3D'letter-spacing:-.3pt'> </span>unidades<span
style=3D'letter-spacing:-.35pt'> </span>de<span style=3D'letter-spacing:-.3=
pt'> </span>la<span
style=3D'letter-spacing:-.3pt'> </span>partida<span style=3D'letter-spacing=
:-.25pt'>
</span><span style=3D'letter-spacing:-.1pt'>arancelaria</span><o:p></o:p></=
span></i></p>

<p class=3DMsoBodyText><!--[if gte vml 1]><o:wrapblock><v:shape id=3D"Image=
_x0020_24"
  o:spid=3D"_x0000_s1028" type=3D"#_x0000_t75" style=3D'position:absolute;
  margin-left:174.6pt;margin-top:4.1pt;width:286.1pt;height:35.15pt;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-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"1209-RTE-36-e1_archivos/image015.jpg" o:title=3D""/>
  <o:lock v:ext=3D"edit" aspectratio=3D"f"/>
  <w:wrap type=3D"topAndBottom" anchorx=3D"page"/>
 </v:shape><![endif]--><![if !vml]><span style=3D'mso-ignore:vglayout'>
 <table cellpadding=3D0 cellspacing=3D0 align=3Dleft>
  <tr>
   <td width=3D233 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D381 height=3D47 src=3D"1209-RTE-36-e1_archivos/image016=
.jpg"
   v:shapes=3D"Image_x0020_24"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
2.5pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:3.65pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.85pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>En<span style=3D'letter-spacing:-.=
15pt'> </span>la<span
style=3D'letter-spacing:-.15pt'> </span>secci&oacute;n<span style=3D'letter=
-spacing:
-.15pt'> </span>inferior<span style=3D'letter-spacing:-.15pt'> </span>izqui=
erda,<span
style=3D'letter-spacing:-.15pt'> </span>se<span style=3D'letter-spacing:-.1=
5pt'> </span>muestra<span
style=3D'letter-spacing:-.15pt'> </span>la<span style=3D'letter-spacing:-.1=
5pt'> </span>gr&aacute;fica<span
style=3D'letter-spacing:-.15pt'> </span>de<span style=3D'letter-spacing:-.1=
5pt'> </span>barras<span
style=3D'letter-spacing:-.15pt'> </span>que<span style=3D'letter-spacing:-.=
15pt'> </span>puede<span
style=3D'letter-spacing:-.15pt'> </span>ser<span style=3D'letter-spacing:-.=
15pt'> </span>utilizada
para<span style=3D'letter-spacing:-.75pt'> </span>comparar<span style=3D'le=
tter-spacing:
-.75pt'> </span>la<span style=3D'letter-spacing:-.75pt'> </span>diferencia<=
span
style=3D'letter-spacing:-.75pt'> </span>entre<span style=3D'letter-spacing:=
-.75pt'>
</span>los<span style=3D'letter-spacing:-.75pt'> </span>valores<span
style=3D'letter-spacing:-.75pt'> </span>promedio<span style=3D'letter-spaci=
ng:-.75pt'>
</span>que<span style=3D'letter-spacing:-.75pt'> </span>tomaron<span
style=3D'letter-spacing:-.75pt'> </span>las<span style=3D'letter-spacing:-.=
75pt'> </span>variables<span
style=3D'letter-spacing:-.75pt'> </span>FOB<span style=3D'letter-spacing:-.=
75pt'> </span>y<span
style=3D'letter-spacing:-.75pt'> </span>&#8220;Costo de importaci&oacute;n&=
#8221;
para cada cl&uacute;ster, como se muestra en la Figura 5.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.75pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<h1><span lang=3DES>Figura <span style=3D'letter-spacing:-.5pt'>5</span></s=
pan></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
05pt;
margin-bottom:0cm;margin-left:10.0pt;margin-bottom:.0001pt;text-align:cente=
r'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Comparaci&oacute;n<span style=3D'letter-spacing:=
-.3pt'>
</span>de<span style=3D'letter-spacing:-.3pt'> </span>valores<span
style=3D'letter-spacing:-.35pt'> </span>entre<span style=3D'letter-spacing:=
-.3pt'> </span>los<span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>cl&uacute;steres</span><o:p></o:p></span></i></p>

<p class=3DMsoBodyText><!--[if gte vml 1]><o:wrapblock><v:shape id=3D"Image=
_x0020_25"
  o:spid=3D"_x0000_s1027" type=3D"#_x0000_t75" style=3D'position:absolute;
  margin-left:156.45pt;margin-top:4.1pt;width:287.1pt;height:114.55pt;
  z-index:-15725568;visibility:visible;mso-wrap-style:square;
  mso-wrap-distance-left:0;mso-wrap-distance-top:0;mso-wrap-distance-right:=
0;
  mso-wrap-distance-bottom:0;mso-position-horizontal:absolute;
  mso-position-horizontal-relative:page;mso-position-vertical:absolute;
  mso-position-vertical-relative:text'>
  <v:imagedata src=3D"1209-RTE-36-e1_archivos/image017.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=3D209 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D383 height=3D153 src=3D"1209-RTE-36-e1_archivos/image01=
8.jpg"
   v:shapes=3D"Image_x0020_25"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
2.5pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:3.1pt'><i style=3D'mso-bidi-font=
-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.95pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Finalmente,<span style=3D'letter-s=
pacing:
-.75pt'> </span>en<span style=3D'letter-spacing:-.75pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span>Figura<span style=3D'letter-spacing=
:-.75pt'>
</span>6<span style=3D'letter-spacing:-.75pt'> </span>se<span style=3D'lett=
er-spacing:
-.75pt'> </span>aprecia<span style=3D'letter-spacing:-.75pt'> </span>la<span
style=3D'letter-spacing:-.75pt'> </span>representaci&oacute;n<span
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>las<span
style=3D'letter-spacing:-.75pt'> </span>variables<span style=3D'letter-spac=
ing:
-.75pt'> </span>FOB<span style=3D'letter-spacing:-.75pt'> </span>y<span
style=3D'letter-spacing:-.75pt'> </span>&#8220;Costo<span style=3D'letter-s=
pacing:
-.75pt'> </span>de importaci&oacute;n&#8221;<span style=3D'letter-spacing:-=
.1pt'>
</span>en<span style=3D'letter-spacing:-.1pt'> </span>dos<span style=3D'let=
ter-spacing:
-.1pt'> </span>visualizaciones<span style=3D'letter-spacing:-.1pt'> </span>=
de<span
style=3D'letter-spacing:-.1pt'> </span>grafos<span style=3D'letter-spacing:=
-.1pt'> </span>para<span
style=3D'letter-spacing:-.1pt'> </span>facilitar<span style=3D'letter-spaci=
ng:-.1pt'>
</span>la<span style=3D'letter-spacing:-.1pt'> </span>comparaci&oacute;n<sp=
an
style=3D'letter-spacing:-.1pt'> </span>de<span style=3D'letter-spacing:-.1p=
t'> </span>los<span
style=3D'letter-spacing:-.1pt'> </span>valores<span style=3D'letter-spacing=
:-.1pt'>
</span>que adquieren en base al pa&iacute;s de origen, as&iacute; como el
cl&uacute;ster al que pertenece cada naci&oacute;n.</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:103%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection13>

<p class=3DMsoBodyText style=3D'margin-top:4.45pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-right:.05pt'><span lang=3DES>Figura <span style=3D'lett=
er-spacing:
-.5pt'>6</span></span></h1>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-top:.6pt;margin-right:.=
05pt;
margin-bottom:0cm;margin-left:10.0pt;margin-bottom:.0001pt;text-align:cente=
r'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:12.=
0pt;
mso-bidi-font-size:11.0pt'>Valores<span style=3D'letter-spacing:-.35pt'> </=
span>visualizados<span
style=3D'letter-spacing:-.35pt'> </span>en<span style=3D'letter-spacing:-.3=
pt'> </span>el<span
style=3D'letter-spacing:-.3pt'> </span>informe<span style=3D'letter-spacing=
:-.25pt'>
</span>y<span style=3D'letter-spacing:-.3pt'> </span>unidades<span
style=3D'letter-spacing:-.35pt'> </span>de<span style=3D'letter-spacing:-.3=
pt'> </span>la<span
style=3D'letter-spacing:-.3pt'> </span>partida<span style=3D'letter-spacing=
:-.25pt'>
</span><span style=3D'letter-spacing:-.1pt'>arancelaria</span><o:p></o:p></=
span></i></p>

<p class=3DMsoBodyText><!--[if gte vml 1]><o:wrapblock><v:shape id=3D"Image=
_x0020_26"
  o:spid=3D"_x0000_s1026" type=3D"#_x0000_t75" style=3D'position:absolute;
  margin-left:149.4pt;margin-top:4.1pt;width:301.3pt;height:318.1pt;z-index=
:-15725056;
  visibility:visible;mso-wrap-style:square;mso-wrap-distance-left:0;
  mso-wrap-distance-top:0;mso-wrap-distance-right:0;mso-wrap-distance-botto=
m:0;
  mso-position-horizontal:absolute;mso-position-horizontal-relative:page;
  mso-position-vertical:absolute;mso-position-vertical-relative:text'>
  <v:imagedata src=3D"1209-RTE-36-e1_archivos/image019.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=3D199 height=3D0></td>
  </tr>
  <tr>
   <td></td>
   <td><img width=3D402 height=3D424 src=3D"1209-RTE-36-e1_archivos/image02=
0.jpg"
   v:shapes=3D"Image_x0020_26"></td>
  </tr>
 </table>
 </span><![endif]><!--[if gte vml 1]></o:wrapblock><![endif]--><br
style=3D'mso-ignore:vglayout' clear=3DALL>
<i style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:=
2.5pt;
mso-bidi-font-size:12.0pt'><o:p></o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:1.85pt'><i style=3D'mso-bidi-fon=
t-style:
normal'><span lang=3DES><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.35pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>El modelo obtenido fue validado, de
manera cualitativa, por un equipo de expertos conformado por profesores de =
las
escuelas de Estudios Internacionales y Administraci&oacute;n. Asimismo, par=
a la
validaci&oacute;n se compararon los resultados obtenidos con la
informaci&oacute;n provenientes de otras fuentes, como las bases de datos
oficiales, estudios previos e informes de mercado. El resultado de esta fase
indica que, si bien hay aspectos en los que se podr&iacute;a profundizar pa=
ra
determinar cu&aacute;l es el mejor socio comercial, el modelo es un buen pu=
nto
de partida para identificar cu&aacute;les son los mejores pa&iacute;ses para
importar cada partida arancelaria.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:12.95pt'><span lang=3DES><o:p>&n=
bsp;</o:p></span></p>

<h1 style=3D'margin-right:.05pt'><span lang=3DES style=3D'letter-spacing:-.=
1pt'>Discusi&oacute;n</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.7pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Este trabajo revisa la literatura
existente sobre la visualizaci&oacute;n y el procesamiento de datos en estu=
dios
sobre importaciones internacionales. Si bien estudios previos han analizado
datos de importaciones de pa&iacute;ses, este trabajo se distingue por su
enfoque pr&aacute;ctico, dirigido a <span style=3D'letter-spacing:-.1pt'>fa=
cilitar</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>toma</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>decisiones</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>por</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>parte</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>empresarios</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>que</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>buscan</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>identificar</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>los</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>pa&iacute;ses</span><span
style=3D'letter-spacing:-.5pt'> </span><span style=3D'letter-spacing:-.1pt'=
>&oacute;ptimos
</span>para importar determinados bienes.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.5pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>El estudio de <span class=3DSpellE=
>Simi&#263;</span>
et al. (2016) ha analizado datos de importaciones para agrupar pa&iacute;ses
mediante la t&eacute;cnica de <span class=3DSpellE>clusterizaci&oacute;n</s=
pan>.
Sin embargo, su enfoque se limita a un solo tipo de producto, lo que restri=
nge
su aplicaci&oacute;n a empresas de un sector espec&iacute;fico. En contrast=
e,
este<span style=3D'letter-spacing:-.65pt'> </span>trabajo<span style=3D'let=
ter-spacing:
-.65pt'> </span>presenta<span style=3D'letter-spacing:-.65pt'> </span>un<sp=
an
style=3D'letter-spacing:-.65pt'> </span>modelo<span style=3D'letter-spacing=
:-.65pt'>
</span>de<span style=3D'letter-spacing:-.65pt'> </span>an&aacute;lisis<span
style=3D'letter-spacing:-.65pt'> </span>generalizable<span style=3D'letter-=
spacing:
-.65pt'> </span>a<span style=3D'letter-spacing:-.65pt'> </span>todos<span
style=3D'letter-spacing:-.65pt'> </span>los<span style=3D'letter-spacing:-.=
65pt'> </span>tipos<span
style=3D'letter-spacing:-.65pt'> </span>de<span style=3D'letter-spacing:-.6=
5pt'> </span>productos<span
style=3D'letter-spacing:-.65pt'> </span>(Partida NANDINA)<span style=3D'let=
ter-spacing:
-.55pt'> </span>importados<span style=3D'letter-spacing:-.55pt'> </span>a<s=
pan
style=3D'letter-spacing:-.55pt'> </span>Ecuador.<span style=3D'letter-spaci=
ng:-.55pt'>
</span>Esta<span style=3D'letter-spacing:-.55pt'> </span>amplitud<span
style=3D'letter-spacing:-.55pt'> </span>lo<span style=3D'letter-spacing:-.5=
5pt'> </span>convierte<span
style=3D'letter-spacing:-.55pt'> </span>en<span style=3D'letter-spacing:-.5=
5pt'> </span>una<span
style=3D'letter-spacing:-.55pt'> </span>herramienta<span style=3D'letter-sp=
acing:
-.55pt'> </span>valiosa<span style=3D'letter-spacing:-.55pt'> </span>para u=
na<span
style=3D'letter-spacing:-.25pt'> </span>gran<span style=3D'letter-spacing:-=
.25pt'> </span>variedad<span
style=3D'letter-spacing:-.25pt'> </span>de<span style=3D'letter-spacing:-.2=
5pt'> </span>empresas,<span
style=3D'letter-spacing:-.25pt'> </span>ya<span style=3D'letter-spacing:-.2=
5pt'> </span>que<span
style=3D'letter-spacing:-.25pt'> </span>les<span style=3D'letter-spacing:-.=
25pt'> </span>permite<span
style=3D'letter-spacing:-.25pt'> </span>identificar<span style=3D'letter-sp=
acing:
-.25pt'> </span>los<span style=3D'letter-spacing:-.25pt'> </span>pa&iacute;=
ses<span
style=3D'letter-spacing:-.25pt'> </span>&oacute;ptimos<span style=3D'letter=
-spacing:
-.25pt'> </span>para<span style=3D'letter-spacing:-.25pt'> </span>importar
cualquier<span style=3D'letter-spacing:-.65pt'> </span>tipo<span
style=3D'letter-spacing:-.6pt'> </span>de<span style=3D'letter-spacing:-.6p=
t'> </span>bien<span
style=3D'letter-spacing:-.6pt'> </span>seg&uacute;n<span style=3D'letter-sp=
acing:
-.6pt'> </span>sus<span style=3D'letter-spacing:-.6pt'> </span>necesidades<=
span
style=3D'letter-spacing:-.6pt'> </span>espec&iacute;ficas.<span style=3D'le=
tter-spacing:
-.75pt'> </span><span class=3DSpellE>Windarto</span><span style=3D'letter-s=
pacing:
-.6pt'> </span>(2017),<span style=3D'letter-spacing:-.6pt'> </span>quien<sp=
an
style=3D'letter-spacing:-.6pt'> </span>agrup&oacute;<span style=3D'letter-s=
pacing:
-.6pt'> </span>pa&iacute;ses importadores<span style=3D'letter-spacing:-.55=
pt'> </span>de<span
style=3D'letter-spacing:-.55pt'> </span>un<span style=3D'letter-spacing:-.5=
5pt'> </span>solo<span
style=3D'letter-spacing:-.55pt'> </span>producto,<span style=3D'letter-spac=
ing:
-.55pt'> </span>observ&oacute;<span style=3D'letter-spacing:-.55pt'> </span=
>una<span
style=3D'letter-spacing:-.55pt'> </span>tendencia<span style=3D'letter-spac=
ing:
-.55pt'> </span>a<span style=3D'letter-spacing:-.55pt'> </span>clasificarlo=
s<span
style=3D'letter-spacing:-.55pt'> </span>en<span style=3D'letter-spacing:-.5=
5pt'> </span>3<span
style=3D'letter-spacing:-.55pt'> </span>cl&uacute;steres,<span style=3D'let=
ter-spacing:
-.55pt'> </span>enfoque</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:103%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection14>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-left:16.0pt'><span lang=3DES>tambi&e=
acute;n<span
style=3D'letter-spacing:-.65pt'> </span>utilizado<span style=3D'letter-spac=
ing:
-.6pt'> </span>por<span style=3D'letter-spacing:-.6pt'> </span><span
class=3DSpellE>Dankevych</span><span style=3D'letter-spacing:-.65pt'> </spa=
n>et<span
style=3D'letter-spacing:-.6pt'> </span>al.<span style=3D'letter-spacing:-.6=
pt'> </span>(2018)<span
style=3D'letter-spacing:-.6pt'> </span>y<span style=3D'letter-spacing:-.65p=
t'> </span><span
class=3DSpellE>Batarseh</span><span style=3D'letter-spacing:-.6pt'> </span>=
et<span
style=3D'letter-spacing:-.6pt'> </span>al.<span style=3D'letter-spacing:-.6=
5pt'> </span>(2019).<span
style=3D'letter-spacing:-.6pt'> </span>Considerando<span style=3D'letter-sp=
acing:
-.6pt'> </span>la<span style=3D'letter-spacing:-.6pt'> </span><span
style=3D'letter-spacing:-.1pt'>validez</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:0cm;margin-bot=
tom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt'><span lang=3DES>de<span
style=3D'letter-spacing:-.1pt'> </span>este<span style=3D'letter-spacing:-.=
05pt'> </span>enfoque,<span
style=3D'letter-spacing:-.1pt'> </span>se<span style=3D'letter-spacing:-.05=
pt'> </span>replic&oacute;<span
style=3D'letter-spacing:-.1pt'> </span>para<span style=3D'letter-spacing:-.=
05pt'> </span>agrupar<span
style=3D'letter-spacing:-.05pt'> </span>a<span style=3D'letter-spacing:-.1p=
t'> </span>los<span
style=3D'letter-spacing:-.1pt'> </span>pa&iacute;ses<span style=3D'letter-s=
pacing:
-.15pt'> </span>proveedores<span style=3D'letter-spacing:-.1pt'> </span>de<=
span
style=3D'letter-spacing:-.05pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Ecuador.</span></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.2pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.5pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>El an&aacute;lisis de los resultad=
os
evidenci&oacute; la robustez del algoritmo K-<span class=3DSpellE>means</sp=
an>
para la <span style=3D'letter-spacing:-.2pt'>agrupaci&oacute;n de pa&iacute=
;ses,
corroborando su efectividad, como lo mencionan (<span class=3DSpellE>Wuland=
ari</span>
&amp;</span><span style=3D'letter-spacing:-.55pt'> </span><span class=3DSpe=
llE><span
style=3D'letter-spacing:-.2pt'>Yogantara</span></span><span style=3D'letter=
-spacing:
-.2pt'>, </span>2022).<span style=3D'letter-spacing:-.5pt'> </span>En<span
style=3D'letter-spacing:-.5pt'> </span>cuanto<span style=3D'letter-spacing:=
-.5pt'> </span>a<span
style=3D'letter-spacing:-.5pt'> </span>la<span style=3D'letter-spacing:-.5p=
t'> </span>visualizaci&oacute;n,<span
style=3D'letter-spacing:-.5pt'> </span>se<span style=3D'letter-spacing:-.5p=
t'> </span>opt&oacute;<span
style=3D'letter-spacing:-.5pt'> </span>por<span style=3D'letter-spacing:-.5=
pt'> </span>m&eacute;todos<span
style=3D'letter-spacing:-.5pt'> </span>tradicionales<span style=3D'letter-s=
pacing:
-.5pt'> </span>como<span style=3D'letter-spacing:-.5pt'> </span>los<span
style=3D'letter-spacing:-.5pt'> </span>propuestos<span style=3D'letter-spac=
ing:
-.5pt'> </span>por <span style=3D'letter-spacing:-.1pt'>SIKOS</span><span
style=3D'letter-spacing:-.75pt'> </span><span style=3D'letter-spacing:-.1pt=
'>T</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>&amp;</span><span
style=3D'letter-spacing:-.65pt'> </span><span class=3DSpellE><span
style=3D'letter-spacing:-.1pt'>Meirmanova</span></span><span style=3D'lette=
r-spacing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>(2020)</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>y</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Dar</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>et</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>al.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>(2020).</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Si</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>bien</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>estos</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>trabajos</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>se</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>enfocan</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=
'>variables
</span>como el nivel de importaciones y exportaciones, el presente trabajo
mantiene el foco en el <span style=3D'letter-spacing:-.1pt'>usuario</span><=
span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>final,</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>permitiendo</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>identificar</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>diferencias</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>en</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>las</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>variables</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>de</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>inter&eacute;s,</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>en</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>este</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>caso,</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.35pt'> </span><span style=3D'letter-spacing:-.1pt=
'>FOB </span>y
&#8220;Costo de importaci&oacute;n&#8221;.<span style=3D'letter-spacing:2.0=
pt'> </span><span
class=3DSpellE>Bornal</span> et al. (2021) y Pacini et al. (2021), quienes
exploraron con &eacute;xito<span style=3D'letter-spacing:-.75pt'> </span>la=
<span
style=3D'letter-spacing:-.75pt'> </span>representaci&oacute;n<span
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>datos<span
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>comercio<span
style=3D'letter-spacing:-.75pt'> </span>internacional<span style=3D'letter-=
spacing:
-.75pt'> </span>mediante<span style=3D'letter-spacing:-.75pt'> </span>grafo=
s.<span
style=3D'letter-spacing:-.75pt'> </span>Este<span style=3D'letter-spacing:-=
.75pt'> </span>estudio<span
style=3D'letter-spacing:-.75pt'> </span>adopt&oacute; <span style=3D'letter=
-spacing:
-.1pt'>este</span><span style=3D'letter-spacing:-.4pt'> </span><span
style=3D'letter-spacing:-.1pt'>enfoque.</span><span style=3D'letter-spacing=
:-.4pt'>
</span><span style=3D'letter-spacing:-.1pt'>Cada</span><span style=3D'lette=
r-spacing:
-.4pt'> </span><span style=3D'letter-spacing:-.1pt'>pa&iacute;s</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>se</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>representa</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>como</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>un</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>nodo,</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>cuyo</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>tama&ntilde;o</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>se</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>relaciona</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>directamente</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>con </span>el
costo total (bien e importaci&oacute;n) y cuyo color indica el cl&uacute;st=
er
al que pertenece, facilitando una identificaci&oacute;n r&aacute;pida y
sencilla.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.15pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.75pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>En consonancia con el trabajo de L=
iu et
al. (2021) sobre la utilidad de los an&aacute;lisis de datos de comercio pa=
ra
la gesti&oacute;n de rutas comerciales enfocadas en el transporte de bienes,
este estudio se presenta como un punto de partida para identificar potencia=
les
nuevas rutas comerciales o potenciar las existentes entre Ecuador y los
pa&iacute;ses con los que resulta m&aacute;s conveniente comerciar desde una
perspectiva econ&oacute;mica.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:12.85pt'><span lang=3DES><o:p>&n=
bsp;</o:p></span></p>

<h1 style=3D'margin-right:.05pt'><span lang=3DES style=3D'letter-spacing:-.=
1pt'>Conclusiones</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.6pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES style=3D'letter-spacing:-.1pt'>Ele=
gir</span><span
lang=3DES style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>el</span><span lang=3DES style=3D'letter-spacing:-.65pt'> </span><sp=
an
lang=3DES style=3D'letter-spacing:-.1pt'>pa&iacute;s</span><span lang=3DES
style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>adecuado</span><span
lang=3DES style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>para</span><span lang=3DES style=3D'letter-spacing:-.65pt'> </span><=
span
lang=3DES style=3D'letter-spacing:-.1pt'>importar</span><span lang=3DES
style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'letter-spa=
cing:-.1pt'>productos</span><span
lang=3DES style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>puede</span><span lang=3DES style=3D'letter-spacing:-.65pt'> </span>=
<span
lang=3DES style=3D'letter-spacing:-.1pt'>ser</span><span lang=3DES style=3D=
'letter-spacing:
-.65pt'> </span><span lang=3DES style=3D'letter-spacing:-.1pt'>un</span><sp=
an
lang=3DES style=3D'letter-spacing:-.65pt'> </span><span lang=3DES style=3D'=
letter-spacing:
-.1pt'>desaf&iacute;o</span><span lang=3DES style=3D'letter-spacing:-.65pt'=
> </span><span
lang=3DES style=3D'letter-spacing:-.1pt'>sin</span><span lang=3DES style=3D=
'letter-spacing:
-.65pt'> </span><a name=3D"_Hlk86590003"></a><span lang=3DES style=3D'lette=
r-spacing:
-.1pt'>las</span><span lang=3DES style=3D'letter-spacing:-.65pt'> </span><s=
pan
lang=3DES style=3D'letter-spacing:-.1pt'>herramientas </span><span lang=3DE=
S>de<span
style=3D'letter-spacing:1.5pt'> </span>an&aacute;lisis<span style=3D'letter=
-spacing:
1.5pt'> </span>correctas.<span style=3D'letter-spacing:1.5pt'> </span>Para<=
span
style=3D'letter-spacing:1.5pt'> </span>abordar<span style=3D'letter-spacing=
:1.5pt'>
</span>esto,<span style=3D'letter-spacing:1.5pt'> </span>se<span
style=3D'letter-spacing:1.5pt'> </span>desarroll&oacute;<span style=3D'lett=
er-spacing:
1.5pt'> </span>un<span style=3D'letter-spacing:1.5pt'> </span>modelo<span
style=3D'letter-spacing:1.5pt'> </span>para<span style=3D'letter-spacing:1.=
5pt'> </span>analizar<span
style=3D'letter-spacing:1.5pt'> </span>y<span style=3D'letter-spacing:1.5pt=
'> </span>visualizar
los costos de importaci&oacute;n de bienes a Ecuador entre 2008 y 2018. Este
modelo facilita la <span style=3D'letter-spacing:-.1pt'>identificaci&oacute=
;n</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>los</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>mejores</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>pa&iacute;ses</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>para</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>importar</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>cada</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>producto,</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>lo</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>que</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>reduce</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.3pt'> </span><span style=3D'letter-spacing:-.1pt'=
>incertidumbre
</span>en la toma de decisiones comerciales internacionales.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:.85pt'><span lang=3DES><o:p>&nbs=
p;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.55pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Tras revisar la literatura sobre
visualizaci&oacute;n y procesamiento de datos de comercio <span
style=3D'letter-spacing:-.1pt'>internacional,</span><span style=3D'letter-s=
pacing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>se</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>encontr&oacute;</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>que</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>algoritmo</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>K-<span
class=3DSpellE>means</span></span><span style=3D'letter-spacing:-.65pt'> </=
span><span
style=3D'letter-spacing:-.1pt'>es</span><span style=3D'letter-spacing:-.65p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>el</span><span style=3D'letter-spacing:-.65p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>modelo</span><span style=3D'letter-spacing:-=
.65pt'> </span><span
style=3D'letter-spacing:-.1pt'>de</span><span style=3D'letter-spacing:-.65p=
t'> </span><span
class=3DSpellE><span style=3D'letter-spacing:-.1pt'>clusterizaci&oacute;n</=
span></span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>m&aacute;s</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>utilizado
debido</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'>su</span><span style=3D'letter-spacing:-.65p=
t'> </span><span
style=3D'letter-spacing:-.1pt'>facilidad</span><span style=3D'letter-spacin=
g:-.65pt'>
</span><span style=3D'letter-spacing:-.1pt'>de</span><span style=3D'letter-=
spacing:
-.65pt'> </span><span style=3D'letter-spacing:-.1pt'>uso</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>y</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>efectividad.</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>Adem&aacute;s,</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>la</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>representaci&oacute;n</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>datos</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>en</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>forma</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.6pt'> </span><span style=3D'letter-spacing:-.1pt'=
>grafos </span>se<span
style=3D'letter-spacing:-.65pt'> </span>ha<span style=3D'letter-spacing:-.6=
5pt'> </span>vuelto<span
style=3D'letter-spacing:-.65pt'> </span>popular<span style=3D'letter-spacin=
g:-.65pt'>
</span>para<span style=3D'letter-spacing:-.65pt'> </span>mostrar<span
style=3D'letter-spacing:-.65pt'> </span>relaciones<span style=3D'letter-spa=
cing:
-.65pt'> </span>entre<span style=3D'letter-spacing:-.65pt'> </span>entidade=
s,<span
style=3D'letter-spacing:-.65pt'> </span>ya<span style=3D'letter-spacing:-.6=
5pt'> </span>que<span
style=3D'letter-spacing:-.65pt'> </span>permite<span style=3D'letter-spacin=
g:-.65pt'>
</span>transmitir<span style=3D'letter-spacing:-.65pt'> </span>una<span
style=3D'letter-spacing:-.65pt'> </span>gran cantidad de informaci&oacute;n=
 a
trav&eacute;s de recursos visuales como el color y el tama&ntilde;o de los
nodos. La <span class=3DSpellE>clusterizaci&oacute;n</span>, utilizando el
algoritmo K-<span class=3DSpellE>means</span>, demostr&oacute; que para enc=
ontrar
patrones de comportamiento<span style=3D'letter-spacing:-.3pt'> </span>y<sp=
an
style=3D'letter-spacing:-.3pt'> </span>obtener<span style=3D'letter-spacing=
:-.3pt'>
</span>informaci&oacute;n<span style=3D'letter-spacing:-.3pt'> </span>relev=
ante<span
style=3D'letter-spacing:-.3pt'> </span>de<span style=3D'letter-spacing:-.3p=
t'> </span>una<span
style=3D'letter-spacing:-.3pt'> </span>base<span style=3D'letter-spacing:-.=
3pt'> </span>de<span
style=3D'letter-spacing:-.3pt'> </span>datos,<span style=3D'letter-spacing:=
-.3pt'> </span>era<span
style=3D'letter-spacing:-.3pt'> </span>crucial<span style=3D'letter-spacing=
:-.3pt'>
</span>comprender las necesidades del usuario y seleccionar las variables
correctas antes de realizar cualquier <span style=3D'letter-spacing:-.1pt'>=
procesamiento</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>tecnol&oacute;gico.</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>La</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>creaci&oacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>del</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>modelo</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>de</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>visualizaci&oacute;n</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>basado</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>en</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>representaciones
</span>gr&aacute;ficas<span style=3D'letter-spacing:-.2pt'> </span>revel&oa=
cute;<span
style=3D'letter-spacing:-.2pt'> </span>una<span style=3D'letter-spacing:-.2=
pt'> </span>amplia<span
style=3D'letter-spacing:-.2pt'> </span>gama<span style=3D'letter-spacing:-.=
2pt'> </span>de<span
style=3D'letter-spacing:-.2pt'> </span>posibilidades<span style=3D'letter-s=
pacing:
-.2pt'> </span>para<span style=3D'letter-spacing:-.2pt'> </span>transmitir<=
span
style=3D'letter-spacing:-.2pt'> </span>informaci&oacute;n<span style=3D'let=
ter-spacing:
-.2pt'> </span>de<span style=3D'letter-spacing:-.2pt'> </span>forma<span
style=3D'letter-spacing:-.2pt'> </span>visual. Esto<span style=3D'letter-sp=
acing:
-.55pt'> </span>lleva<span style=3D'letter-spacing:-.55pt'> </span>a<span
style=3D'letter-spacing:-.55pt'> </span>la<span style=3D'letter-spacing:-.5=
5pt'> </span>conclusi&oacute;n<span
style=3D'letter-spacing:-.55pt'> </span>que<span style=3D'letter-spacing:-.=
55pt'> </span>enfocarse<span
style=3D'letter-spacing:-.55pt'> </span>en<span style=3D'letter-spacing:-.5=
5pt'> </span>la<span
style=3D'letter-spacing:-.55pt'> </span>funcionalidad<span style=3D'letter-=
spacing:
-.55pt'> </span>del<span style=3D'letter-spacing:-.55pt'> </span>modelo<span
style=3D'letter-spacing:-.55pt'> </span>y<span style=3D'letter-spacing:-.55=
pt'> </span>en<span
style=3D'letter-spacing:-.55pt'> </span>la<span style=3D'letter-spacing:-.5=
5pt'> </span>creatividad<span
style=3D'letter-spacing:-.55pt'> </span>para simplificarlo sin sacrificar la
calidad de la informaci&oacute;n transmitida son aspectos esenciales en la
visualizaci&oacute;n de datos.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.25pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.65pt;margin-b=
ottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>La evaluaci&oacute;n de expertos
confirm&oacute; la validez y aplicabilidad del modelo en diversos <span
style=3D'letter-spacing:-.1pt'>escenarios.</span><span style=3D'letter-spac=
ing:
-.75pt'> </span><span style=3D'letter-spacing:-.1pt'>Un</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>ejemplo</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>es</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>su</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>uso</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>por</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>parte</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=
'>empresarios</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>que</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>buscan</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>el</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>mejor</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>pa&iacute;s</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>para</span><span
style=3D'letter-spacing:-.65pt'> </span><span style=3D'letter-spacing:-.1pt=
'>importar
</span>productos espec&iacute;ficos de manera m&aacute;s econ&oacute;mica, =
lo
que se traduce en una mayor rentabilidad para sus empresas. Este
an&aacute;lisis tambi&eacute;n es &uacute;til para que los funcionarios
p&uacute;blicos formulen y <span style=3D'letter-spacing:-.2pt'>establezcan=
</span><span
style=3D'letter-spacing:-.55pt'> </span><span style=3D'letter-spacing:-.2pt=
'>pol&iacute;ticas</span><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.2pt=
'>comerciales
que mejoren la competitividad de Ecuador.</span><span style=3D'letter-spaci=
ng:
-.55pt'> </span><span style=3D'letter-spacing:-.2pt'>Adem&aacute;s, el pers=
onal </span>que<span
style=3D'letter-spacing:-.35pt'> </span>establece<span style=3D'letter-spac=
ing:
-.35pt'> </span>rutas<span style=3D'letter-spacing:-.35pt'> </span>comercia=
les<span
style=3D'letter-spacing:-.35pt'> </span>hacia<span style=3D'letter-spacing:=
-.35pt'>
</span>Ecuador<span style=3D'letter-spacing:-.35pt'> </span>puede<span
style=3D'letter-spacing:-.35pt'> </span>utilizar<span style=3D'letter-spaci=
ng:-.35pt'>
</span>el<span style=3D'letter-spacing:-.35pt'> </span>modelo<span
style=3D'letter-spacing:-.35pt'> </span>para<span style=3D'letter-spacing:-=
.35pt'> </span>identificar<span
style=3D'letter-spacing:-.35pt'> </span>nuevas conexiones potenciales en
funci&oacute;n de los costos de importaci&oacute;n.</span></p>

</div>

<span lang=3DES style=3D'font-size:11.0pt;line-height:103%;font-family:"Tim=
es New Roman",serif;
mso-fareast-font-family:"Times New Roman";mso-ansi-language:ES;mso-fareast-=
language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'page-break-before:a=
lways;
mso-break-type:section-break'>
</span>

<div class=3DWordSection15>

<p class=3DMsoBodyText style=3D'margin-top:4.65pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:0cm;margin-right:5.2pt;margin-bo=
ttom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Entre las recomendaciones para fut=
uros
trabajos est&aacute; la incorporaci&oacute;n de otras herramientas<span
style=3D'letter-spacing:-.75pt'> </span>visuales<span style=3D'letter-spaci=
ng:-.75pt'>
</span>que<span style=3D'letter-spacing:-.75pt'> </span>permitan<span
style=3D'letter-spacing:-.75pt'> </span>la<span style=3D'letter-spacing:-.7=
5pt'> </span>observaci&oacute;n<span
style=3D'letter-spacing:-.75pt'> </span>de<span style=3D'letter-spacing:-.7=
5pt'> </span>los<span
style=3D'letter-spacing:-.75pt'> </span>datos<span style=3D'letter-spacing:=
-.75pt'>
</span>de<span style=3D'letter-spacing:-.75pt'> </span>importaciones<span
style=3D'letter-spacing:-.75pt'> </span>por<span style=3D'letter-spacing:-.=
75pt'> </span>un<span
style=3D'letter-spacing:-.75pt'> </span>periodo mayor<span style=3D'letter-=
spacing:
-.25pt'> </span>al<span style=3D'letter-spacing:-.25pt'> </span>2018,<span
style=3D'letter-spacing:-.25pt'> </span>con<span style=3D'letter-spacing:-.=
25pt'> </span>la<span
style=3D'letter-spacing:-.25pt'> </span>finalidad<span style=3D'letter-spac=
ing:
-.25pt'> </span>de<span style=3D'letter-spacing:-.25pt'> </span>conglomerar=
<span
style=3D'letter-spacing:-.25pt'> </span>m&aacute;s<span style=3D'letter-spa=
cing:
-.25pt'> </span>datos<span style=3D'letter-spacing:-.25pt'> </span>y<span
style=3D'letter-spacing:-.25pt'> </span>que<span style=3D'letter-spacing:-.=
25pt'> </span>se<span
style=3D'letter-spacing:-.25pt'> </span>presente<span style=3D'letter-spaci=
ng:-.25pt'>
</span>de<span style=3D'letter-spacing:-.25pt'> </span>forma<span
style=3D'letter-spacing:-.25pt'> </span>simple<span style=3D'letter-spacing=
:-.25pt'>
</span>y estructurada.<span style=3D'letter-spacing:-.75pt'> </span>Asimism=
o,<span
style=3D'letter-spacing:-.1pt'> </span>con<span style=3D'letter-spacing:-.1=
pt'> </span>respecto<span
style=3D'letter-spacing:-.1pt'> </span>al<span style=3D'letter-spacing:-.1p=
t'> </span>an&aacute;lisis<span
style=3D'letter-spacing:-.15pt'> </span>temporal,<span style=3D'letter-spac=
ing:
-.1pt'> </span>ser&iacute;a<span style=3D'letter-spacing:-.1pt'> </span>fac=
tible<span
style=3D'letter-spacing:-.1pt'> </span>comparar<span style=3D'letter-spacin=
g:-.1pt'>
</span>la<span style=3D'letter-spacing:-.1pt'> </span>variaci&oacute;n de l=
os
costos entre un per&iacute;odo y otro.</span></p>

<p class=3DMsoBodyText style=3D'margin-top:12.85pt'><span lang=3DES><o:p>&n=
bsp;</o:p></span></p>

<h1 style=3D'margin-right:.05pt'><span lang=3DES style=3D'letter-spacing:-.=
1pt'>Reconocimientos</span></h1>

<p class=3DMsoBodyText style=3D'margin-top:.6pt;margin-right:5.65pt;margin-=
bottom:
0cm;margin-left:16.0pt;margin-bottom:.0001pt;text-align:justify;text-indent:
36.0pt;line-height:103%'><span lang=3DES>Los autores desean agradecer al
Vicerrectorado de Investigaciones de la Universidad del<span style=3D'lette=
r-spacing:
-.25pt'> </span>Azuay por el apoyo financiero y acad&eacute;mico, as&iacute;
como a todo el personal de la escuela de Ingenier&iacute;a de Ciencias de la
Computaci&oacute;n y el Laboratorio de Investigaci&oacute;n y Desarrollo en
Inform&aacute;tica (LIDI).</span></p>

<p class=3DMsoBodyText style=3D'margin-top:12.8pt'><span lang=3DES><o:p>&nb=
sp;</o:p></span></p>

<h1 style=3D'margin-right:.05pt'><span lang=3DES style=3D'letter-spacing:-.=
1pt'>Referencias</span></h1>

<p class=3DMsoNormal style=3D'margin-top:.05pt;margin-right:0cm;margin-bott=
om:0cm;
margin-left:16.0pt;margin-bottom:.0001pt'><span lang=3DES style=3D'font-siz=
e:10.0pt;
mso-bidi-font-size:11.0pt'>Banco<span style=3D'letter-spacing:-.1pt'> </spa=
n>Central<span
style=3D'letter-spacing:-.15pt'> </span>del<span style=3D'letter-spacing:-.=
1pt'> </span>Ecuador.<span
style=3D'letter-spacing:-.1pt'> </span>(2023).<span style=3D'letter-spacing=
:-.1pt'>
</span><i style=3D'mso-bidi-font-style:normal'>Comercio<span style=3D'lette=
r-spacing:
-.1pt'> Exterior</span></i><span style=3D'letter-spacing:-.1pt'>.</span><o:=
p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.05pt;margin-right:0cm;margin-bott=
om:0cm;
margin-left:15.95pt;margin-bottom:.0001pt'><span class=3DSpellE><span lang=
=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Batarseh</span></span>=
<span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>,<span
style=3D'letter-spacing:.45pt'> </span>F.,<span style=3D'letter-spacing:.5p=
t'> </span><span
class=3DSpellE>Gopinath</span>,<span style=3D'letter-spacing:.45pt'> </span=
>M.,<span
style=3D'letter-spacing:.5pt'> </span><span class=3DSpellE>Nalluru</span>,<=
span
style=3D'letter-spacing:.45pt'> </span>G.,<span style=3D'letter-spacing:.5p=
t'> </span>&amp;<span
style=3D'letter-spacing:.45pt'> </span>Beckman,<span style=3D'letter-spacin=
g:.5pt'>
</span>J.<span style=3D'letter-spacing:.45pt'> </span>(2019).<span
style=3D'letter-spacing:.5pt'> </span><span class=3DSpellE>Application</spa=
n><span
style=3D'letter-spacing:.45pt'> </span><span class=3DSpellE>of</span><span
style=3D'letter-spacing:.5pt'> </span>machine<span style=3D'letter-spacing:=
.45pt'> </span><span
class=3DSpellE>learning</span><span style=3D'letter-spacing:.5pt'> </span>i=
n<span
style=3D'letter-spacing:.5pt'> </span><span class=3DSpellE><span style=3D'l=
etter-spacing:
-.1pt'>forecasting</span></span><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.5pt;margin-right:0cm;margin-botto=
m:0cm;
margin-left:51.95pt;margin-bottom:.0001pt'><span class=3DSpellE><span lang=
=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>international</span></=
span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.2pt'>
</span><span class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-b=
idi-font-size:
11.0pt'>trade</span></span><span lang=3DES style=3D'font-size:10.0pt;mso-bi=
di-font-size:
11.0pt;letter-spacing:-.1pt'> </span><span class=3DSpellE><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>trends</span></span><s=
pan
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>.<span
style=3D'letter-spacing:-.15pt'> </span><span class=3DSpellE><i style=3D'ms=
o-bidi-font-style:
normal'>ArXiv</i></span><i style=3D'mso-bidi-font-style:normal'><span
style=3D'letter-spacing:-.15pt'> </span><span class=3DSpellE>Preprint</span=
><span
style=3D'letter-spacing:-.25pt'> </span><span style=3D'letter-spacing:-.1pt=
'>ArXiv:1910.03112</span></i><span
style=3D'letter-spacing:-.1pt'>.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.05pt;margin-right:5.85pt;margin-b=
ottom:
0cm;margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
-36.0pt;line-height:103%'><span class=3DSpellE><span lang=3DES style=3D'fon=
t-size:
10.0pt;mso-bidi-font-size:11.0pt;line-height:103%'>Bonaime</span></span><sp=
an
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%'>,
A., <span class=3DSpellE>Gulen</span>, H., &amp; Ion, M. (2018). <span
class=3DSpellE>Does</span> <span class=3DSpellE>policy</span> <span class=
=3DSpellE>uncertainty</span>
<span class=3DSpellE>affect</span> <span class=3DSpellE>mergers</span> and =
<span
class=3DSpellE>acquisitions</span>? <span class=3DSpellE><i style=3D'mso-bi=
di-font-style:
normal'>Journal</i></span><i style=3D'mso-bidi-font-style:normal'> <span
class=3DSpellE>of</span> <span class=3DSpellE>Financial</span> <span class=
=3DSpellE>Economics</span></i>,
129(3), 531&#8211;558.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.55pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-left:15.95pt'><span class=3DSpellE><sp=
an
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Bornal</span=
></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>,<span
style=3D'letter-spacing:.1pt'> </span>D.<span style=3D'letter-spacing:.1pt'=
> </span>R.,<span
style=3D'letter-spacing:.1pt'> </span><span class=3DSpellE>Silvestrini</spa=
n>,<span
style=3D'letter-spacing:.1pt'> </span>M.<span style=3D'letter-spacing:.1pt'=
> </span>M.,<span
style=3D'letter-spacing:.1pt'> </span>Pio,<span style=3D'letter-spacing:.1p=
t'> </span>L.<span
style=3D'letter-spacing:.1pt'> </span>A.<span style=3D'letter-spacing:.1pt'=
> </span>S.,<span
style=3D'letter-spacing:.1pt'> </span>Costa,<span style=3D'letter-spacing:.=
1pt'> </span>A.<span
style=3D'letter-spacing:.1pt'> </span>C.,<span style=3D'letter-spacing:.1pt=
'> </span>Peche,<span
style=3D'letter-spacing:.1pt'> </span>P.<span style=3D'letter-spacing:.1pt'=
> </span>M.,<span
style=3D'letter-spacing:.1pt'> </span>&amp;<span style=3D'letter-spacing:.1=
pt'> </span>Ramos,<span
style=3D'letter-spacing:.1pt'> </span>M.<span style=3D'letter-spacing:.1pt'=
> </span>C.<span
style=3D'letter-spacing:.1pt'> </span>P.<span style=3D'letter-spacing:.1pt'=
> </span>(2021).<span
style=3D'letter-spacing:.1pt'> </span><span class=3DSpellE><span style=3D'l=
etter-spacing:
-.1pt'>Brazilian</span></span><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.5pt;margin-right:0cm;margin-botto=
m:0cm;
margin-left:51.95pt;margin-bottom:.0001pt'><span lang=3DES style=3D'font-si=
ze:10.0pt;
mso-bidi-font-size:11.0pt'>position<span style=3D'letter-spacing:-.05pt'> <=
/span>in
<span class=3DSpellE>the</span> <span class=3DSpellE>international</span> <=
span
class=3DSpellE>fresh</span> <span class=3DSpellE>fruit</span> <span class=
=3DSpellE>trade</span>
<span class=3DSpellE>network</span>.<span style=3D'letter-spacing:-.05pt'> =
</span><i
style=3D'mso-bidi-font-style:normal'>Revista Brasileira de Fruticultura</i>=
, 43, <span
style=3D'letter-spacing:-.1pt'>e&#8211;021.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-left:15.95pt'><span lang=3DES style=3D=
'font-size:
10.0pt;mso-bidi-font-size:11.0pt'>Chambers,<span style=3D'letter-spacing:-.=
1pt'> </span>J.<span
style=3D'letter-spacing:-.05pt'> </span>M.<span style=3D'letter-spacing:-.1=
pt'> </span>(2018).<span
style=3D'letter-spacing:-.05pt'> </span><span class=3DSpellE><i style=3D'ms=
o-bidi-font-style:
normal'>Graphical</i></span><i style=3D'mso-bidi-font-style:normal'><span
style=3D'letter-spacing:-.05pt'> </span><span class=3DSpellE>methods</span>=
<span
style=3D'letter-spacing:-.15pt'> </span><span class=3DSpellE>for</span><span
style=3D'letter-spacing:-.1pt'> </span>data<span style=3D'letter-spacing:-.=
05pt'> </span><span
class=3DSpellE>analysis</span></i>.<span style=3D'letter-spacing:-.1pt'> </=
span>Chapman<span
style=3D'letter-spacing:-.05pt'> </span>and<span style=3D'letter-spacing:-.=
05pt'> </span><span
style=3D'letter-spacing:-.1pt'>Hall/CRC.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.75pt;margin-bot=
tom:
0cm;margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
-36.0pt;line-height:103%'><span class=3DSpellE><span lang=3DES style=3D'fon=
t-size:
10.0pt;mso-bidi-font-size:11.0pt;line-height:103%'>Dankevych</span></span><=
span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%'>,
V., <span class=3DSpellE>Dankevych</span>, Y., &amp; <span class=3DSpellE>P=
yvovar</span>,
P. (2018). <span class=3DSpellE>Clustering</span> <span class=3DSpellE>of</=
span> <span
class=3DSpellE>the</span> <span class=3DSpellE>international</span> <span
class=3DSpellE>agricultural</span> <span class=3DSpellE>trade</span> <span
class=3DSpellE>between</span> <span class=3DSpellE><span style=3D'letter-sp=
acing:
-.1pt'>Ukraine</span></span><span style=3D'letter-spacing:-.4pt'> </span><s=
pan
style=3D'letter-spacing:-.1pt'>and</span><span style=3D'letter-spacing:-.4p=
t'> </span><span
class=3DSpellE><span style=3D'letter-spacing:-.1pt'>the</span></span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>EU.</span><span
style=3D'letter-spacing:-.4pt'> </span><i style=3D'mso-bidi-font-style:norm=
al'><span
style=3D'letter-spacing:-.1pt'>Management</span><span style=3D'letter-spaci=
ng:-.4pt'>
</span><span class=3DSpellE><span style=3D'letter-spacing:-.1pt'>Theory</sp=
an></span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>and</span><span
style=3D'letter-spacing:-.4pt'> </span><span class=3DSpellE><span style=3D'=
letter-spacing:
-.1pt'>Studies</span></span><span style=3D'letter-spacing:-.4pt'> </span><s=
pan
class=3DSpellE><span style=3D'letter-spacing:-.1pt'>for</span></span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Rural</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>Business</span><span
style=3D'letter-spacing:-.4pt'> </span><span style=3D'letter-spacing:-.1pt'=
>and</span><span
style=3D'letter-spacing:-.4pt'> </span><span class=3DSpellE><span style=3D'=
letter-spacing:
-.1pt'>Infrastructure</span></span><span style=3D'letter-spacing:-.4pt'> </=
span><span
class=3DSpellE><span style=3D'letter-spacing:-.1pt'>Development</span></spa=
n></i><span
style=3D'letter-spacing:-.1pt'>, </span>40(3), 307&#8211;319.<o:p></o:p></s=
pan></p>

<p class=3DMsoBodyText style=3D'margin-top:.65pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.9pt;margin-bott=
om:0cm;
margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-indent:-3=
6.0pt;
line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-s=
ize:
11.0pt;line-height:103%'>Dar,<span style=3D'letter-spacing:-.55pt'> </span>=
Q.,<span
style=3D'letter-spacing:-.55pt'> </span>Dar,<span style=3D'letter-spacing:-=
.55pt'> </span>G.<span
style=3D'letter-spacing:-.55pt'> </span>F.,<span style=3D'letter-spacing:-.=
55pt'> </span>Ma,<span
style=3D'letter-spacing:-.55pt'> </span>J.-H.,<span style=3D'letter-spacing=
:-.55pt'>
</span>&amp;<span style=3D'letter-spacing:-.55pt'> </span><span class=3DSpe=
llE>Ahn</span>,<span
style=3D'letter-spacing:-.55pt'> </span>Y.-H.<span style=3D'letter-spacing:=
-.55pt'>
</span>(2020).<span style=3D'letter-spacing:-.55pt'> </span><span class=3DS=
pellE>Visualization</span>,<span
style=3D'letter-spacing:-.55pt'> </span><span class=3DSpellE>economic</span=
><span
style=3D'letter-spacing:-.55pt'> </span><span class=3DSpellE>complexity</sp=
an><span
style=3D'letter-spacing:-.55pt'> </span><span class=3DSpellE>index</span>,<=
span
style=3D'letter-spacing:-.55pt'> </span>and<span style=3D'letter-spacing:-.=
55pt'> </span><span
class=3DSpellE>forecasting</span><span style=3D'letter-spacing:-.55pt'> </s=
pan><span
class=3DSpellE>of</span> South<span style=3D'letter-spacing:-.3pt'> </span>=
<span
class=3DSpellE>Korea</span><span style=3D'letter-spacing:-.3pt'> </span><sp=
an
class=3DSpellE>international</span><span style=3D'letter-spacing:-.35pt'> <=
/span><span
class=3DSpellE>trade</span><span style=3D'letter-spacing:-.3pt'> </span><sp=
an
class=3DSpellE>profile</span>:<span style=3D'letter-spacing:-.3pt'> </span>=
a<span
style=3D'letter-spacing:-.3pt'> </span>time<span style=3D'letter-spacing:-.=
25pt'> </span>series<span
style=3D'letter-spacing:-.3pt'> </span><span class=3DSpellE>approach</span>=
.<span
style=3D'letter-spacing:-.35pt'> </span><span class=3DSpellE><i style=3D'ms=
o-bidi-font-style:
normal'>Journal</i></span><i style=3D'mso-bidi-font-style:normal'><span
style=3D'letter-spacing:-.3pt'> </span><span class=3DSpellE>of</span><span
style=3D'letter-spacing:-.3pt'> </span><span class=3DSpellE>Korea</span><sp=
an
style=3D'letter-spacing:-.3pt'> </span><span class=3DSpellE>Trade</span></i=
>,<span
style=3D'letter-spacing:-.25pt'> </span>24(1),<span style=3D'letter-spacing=
:-.3pt'>
</span><span style=3D'letter-spacing:-.1pt'>131&#8211;145.</span><o:p></o:p=
></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.55pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.65pt;margin-bot=
tom:
0cm;margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
-36.0pt;line-height:103%'><span class=3DSpellE><span lang=3DES style=3D'fon=
t-size:
10.0pt;mso-bidi-font-size:11.0pt;line-height:103%'>Dubey</span></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%'>,
R., <span class=3DSpellE>Gunasekaran</span>, A., Childe, S. J., <span
class=3DSpellE>Fosso</span> Wamba, S., <span class=3DSpellE>Roubaud</span>,=
 D.,
&amp; <span class=3DSpellE>Foropon</span>, C. (2021). <span class=3DSpellE>=
Empirical</span>
<span class=3DSpellE>investigation</span> <span class=3DSpellE>of</span> da=
ta <span
class=3DSpellE>analytics</span> <span class=3DSpellE>capability</span> and =
<span
class=3DSpellE>organizational</span> <span class=3DSpellE>flexibility</span=
> as <span
class=3DSpellE>complements</span> <span class=3DSpellE>to</span> <span
class=3DSpellE>supply</span> <span class=3DSpellE>chain</span> <span class=
=3DSpellE>resilience</span>.
<i style=3D'mso-bidi-font-style:normal'>International <span class=3DSpellE>=
Journal</span>
<span class=3DSpellE>of</span> <span class=3DSpellE>Production</span> <span
class=3DSpellE>Research</span></i>, 59(1), 110&#8211;128.<o:p></o:p></span>=
</p>

<p class=3DMsoBodyText style=3D'margin-top:.65pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.9pt;margin-bott=
om:0cm;
margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-indent:-3=
6.0pt;
line-height:103%'><span class=3DSpellE><span lang=3DES style=3D'font-size:1=
0.0pt;
mso-bidi-font-size:11.0pt;line-height:103%'>Hsu</span></span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:103%'>, H.-=
H., <span
class=3DSpellE>Hsieh</span>, C.-W., &amp; <span class=3DSpellE>others</span=
>.
(2010). <span class=3DSpellE>Feature</span> <span class=3DSpellE>Selection<=
/span> <span
class=3DSpellE>via</span> <span class=3DSpellE>Correlation</span> <span
class=3DSpellE>Coefficient</span> <span class=3DSpellE>Clustering</span>. <i
style=3D'mso-bidi-font-style:normal'>J. <span class=3DSpellE>Softw</span>.<=
/i>,
5(12), 1371&#8211;1377.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.55pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dright style=3D'margin-top:.05pt;margin-right:5=
.7pt;
margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:right'><=
span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Kim,<span
style=3D'letter-spacing:1.1pt'> </span>J.,<span style=3D'letter-spacing:1.1=
pt'> </span>Jo,<span
style=3D'letter-spacing:1.15pt'> </span>I.-H.,<span style=3D'letter-spacing=
:1.1pt'>
</span>&amp;<span style=3D'letter-spacing:1.15pt'> </span>Park,<span
style=3D'letter-spacing:1.1pt'> </span>Y.<span style=3D'letter-spacing:1.1p=
t'> </span>(2016).<span
style=3D'letter-spacing:1.15pt'> </span><span class=3DSpellE>Effects</span>=
<span
style=3D'letter-spacing:1.1pt'> </span><span class=3DSpellE>of</span><span
style=3D'letter-spacing:1.15pt'> </span><span class=3DSpellE>learning</span=
><span
style=3D'letter-spacing:1.1pt'> </span><span class=3DSpellE>analytics</span=
><span
style=3D'letter-spacing:1.15pt'> </span><span class=3DSpellE>dashboard</spa=
n>:<span
style=3D'letter-spacing:1.1pt'> </span><span class=3DSpellE>analyzing</span=
><span
style=3D'letter-spacing:1.1pt'> </span><span class=3DSpellE>the</span><span
style=3D'letter-spacing:1.15pt'> </span><span class=3DSpellE>relations</spa=
n><span
style=3D'letter-spacing:1.1pt'> </span><span class=3DSpellE><span style=3D'=
letter-spacing:
-.1pt'>among</span></span><o:p></o:p></span></p>

<p class=3DMsoNormal align=3Dright style=3D'margin-top:.5pt;margin-right:5.=
9pt;
margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:right'><=
span
class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size=
:11.0pt'>dashboard</span></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.35pt'>
</span><span class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-b=
idi-font-size:
11.0pt'>utilization</span></span><span lang=3DES style=3D'font-size:10.0pt;
mso-bidi-font-size:11.0pt'>,<span style=3D'letter-spacing:-.3pt'> </span><s=
pan
class=3DSpellE>satisfaction</span>,<span style=3D'letter-spacing:-.3pt'> </=
span>and<span
style=3D'letter-spacing:-.3pt'> </span><span class=3DSpellE>learning</span>=
<span
style=3D'letter-spacing:-.35pt'> </span><span class=3DSpellE>achievement</s=
pan>.<span
style=3D'letter-spacing:-.3pt'> </span><i style=3D'mso-bidi-font-style:norm=
al'>Asia<span
style=3D'letter-spacing:-.3pt'> </span><span class=3DSpellE>Pacific</span><=
span
style=3D'letter-spacing:-.3pt'> </span><span class=3DSpellE>Education</span=
><span
style=3D'letter-spacing:-.3pt'> </span><span class=3DSpellE>Review</span></=
i>,<span
style=3D'letter-spacing:-.35pt'> </span>17,<span style=3D'letter-spacing:-.=
3pt'> </span><span
style=3D'letter-spacing:-.1pt'>13&#8211;24.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.95pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.05pt;margin-right:5.9pt;margin-bo=
ttom:
0cm;margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
-36.0pt;line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bid=
i-font-size:
11.0pt;line-height:103%'>Kim, S., <span class=3DSpellE>Ku</span>, S., Chang=
, W.,
&amp; <span class=3DSpellE>Song</span>, J. W. (2020). <span class=3DSpellE>=
Predicting</span>
<span class=3DSpellE>the</span> <span class=3DSpellE>direction</span> <span
class=3DSpellE>of</span> US stock <span class=3DSpellE>prices</span> <span
class=3DSpellE>using</span> <span class=3DSpellE>effective</span> transfer =
<span
class=3DSpellE>entropy</span> and machine <span class=3DSpellE>learning</sp=
an> <span
class=3DSpellE>techniques</span>. <i style=3D'mso-bidi-font-style:normal'>I=
EEE
Access</i>, 8, 111660&#8211;111682.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.55pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-left:15.95pt'><span class=3DSpellE><sp=
an
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Kodinariya</=
span></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>,<span
style=3D'letter-spacing:.75pt'> </span>T.<span style=3D'letter-spacing:.75p=
t'> </span>M.,<span
style=3D'letter-spacing:.75pt'> </span><span class=3DSpellE>Makwana</span>,=
<span
style=3D'letter-spacing:.8pt'> </span>P.<span style=3D'letter-spacing:.75pt=
'> </span>R.,<span
style=3D'letter-spacing:.75pt'> </span>&amp;<span style=3D'letter-spacing:.=
75pt'> </span><span
class=3DSpellE>others</span>.<span style=3D'letter-spacing:.8pt'> </span>(2=
013).<span
style=3D'letter-spacing:.75pt'> </span><span class=3DSpellE>Review</span><s=
pan
style=3D'letter-spacing:.75pt'> </span><span class=3DSpellE>on</span><span
style=3D'letter-spacing:.75pt'> </span><span class=3DSpellE>determining</sp=
an><span
style=3D'letter-spacing:.8pt'> </span><span class=3DSpellE>number</span><sp=
an
style=3D'letter-spacing:.75pt'> </span><span class=3DSpellE>of</span><span
style=3D'letter-spacing:.75pt'> </span><span class=3DSpellE>Cluster</span><=
span
style=3D'letter-spacing:.75pt'> </span>in<span style=3D'letter-spacing:.8pt=
'> </span>K-<span
class=3DSpellE><span style=3D'letter-spacing:-.1pt'>Means</span></span><o:p=
></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.5pt;margin-right:0cm;margin-botto=
m:0cm;
margin-left:51.95pt;margin-bottom:.0001pt'><span class=3DSpellE><span lang=
=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Clustering</span></spa=
n><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>.<span
style=3D'letter-spacing:-.05pt'> </span><i style=3D'mso-bidi-font-style:nor=
mal'>International
<span class=3DSpellE>Journal</span></i>, 1(6), <span style=3D'letter-spacin=
g:-.1pt'>90&#8211;95.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.9pt;margin-bott=
om:0cm;
margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-indent:-3=
6.0pt;
line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-s=
ize:
11.0pt;line-height:103%'>Liu,<span style=3D'letter-spacing:-.25pt'> </span>=
H.,<span
style=3D'letter-spacing:-.25pt'> </span>Chen,<span style=3D'letter-spacing:=
-.25pt'>
</span>X.,<span style=3D'letter-spacing:-.25pt'> </span>Wang,<span
style=3D'letter-spacing:-.25pt'> </span>Y.,<span style=3D'letter-spacing:-.=
25pt'> </span>Zhang,<span
style=3D'letter-spacing:-.25pt'> </span>B.,<span style=3D'letter-spacing:-.=
25pt'> </span>Chen,<span
style=3D'letter-spacing:-.25pt'> </span>Y.,<span style=3D'letter-spacing:-.=
25pt'> </span>Zhao,<span
style=3D'letter-spacing:-.25pt'> </span>Y.,<span style=3D'letter-spacing:-.=
25pt'> </span>&amp;<span
style=3D'letter-spacing:-.25pt'> </span>Zhou,<span style=3D'letter-spacing:=
-.25pt'>
</span>F.<span style=3D'letter-spacing:-.25pt'> </span>(2021).<span
style=3D'letter-spacing:-.25pt'> </span><span class=3DSpellE>Visualization<=
/span><span
style=3D'letter-spacing:-.25pt'> </span>and<span style=3D'letter-spacing:-.=
25pt'> </span>visual<span
style=3D'letter-spacing:-.25pt'> </span><span class=3DSpellE>analysis</span=
> <span
class=3DSpellE>of</span> <span class=3DSpellE>vessel</span> <span class=3DS=
pellE>trajectory</span>
data: A <span class=3DSpellE>survey</span>. <i style=3D'mso-bidi-font-style=
:normal'>Visual
<span class=3DSpellE>Informatics</span></i>, 5(4), 1&#8211;10.<o:p></o:p></=
span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt'><span lang=3DES style=3D'f=
ont-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.85pt;margin-bot=
tom:
0cm;margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
-36.0pt;line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bid=
i-font-size:
11.0pt;line-height:103%'>Medina <span class=3DSpellE>Lopez</span>, D. S.,
Orellana, M., <span class=3DSpellE>Tonon</span> Ord&oacute;&ntilde;ez, L. B=
.,
&amp; Zambrano-<span class=3DSpellE>Martinez</span>, J. L. (2023). Modelo V=
isual
del Comercio Externo en Exportaciones Ecuatorianas. <i style=3D'mso-bidi-fo=
nt-style:
normal'>Revista Tecnol&oacute;gica - ESPOL</i>, 35(2), 143&#8211;156. <span
style=3D'letter-spacing:-.1pt'>https://doi.org/10.37815/rte.v35n2.1051</spa=
n><o:p></o:p></span></p>

</div>

<span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-he=
ight:
103%;font-family:"Times New Roman",serif;mso-fareast-font-family:"Times New=
 Roman";
mso-ansi-language:ES;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'><br
clear=3Dall style=3D'page-break-before:always;mso-break-type:section-break'>
</span>

<div class=3DWordSection16>

<p class=3DMsoBodyText style=3D'margin-top:7.45pt'><span lang=3DES style=3D=
'font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-left:16.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:11.0pt'>Pacini,<span style=3D'letter-spacing:-.3p=
t'> </span>H.,<span
style=3D'letter-spacing:-.25pt'> </span>Shi,<span style=3D'letter-spacing:-=
.3pt'> </span>G.,<span
style=3D'letter-spacing:-.25pt'> </span>Sanches-Pereira,<span style=3D'lett=
er-spacing:
-.25pt'> </span>A.,<span style=3D'letter-spacing:-.3pt'> </span>&amp;<span
style=3D'letter-spacing:-.25pt'> </span>da<span style=3D'letter-spacing:-.3=
pt'> </span>Silva<span
style=3D'letter-spacing:-.25pt'> </span><span class=3DSpellE>Filho</span>,<=
span
style=3D'letter-spacing:-.25pt'> </span>A.<span style=3D'letter-spacing:-.3=
pt'> </span>C.<span
style=3D'letter-spacing:-.25pt'> </span>(2021).<span style=3D'letter-spacin=
g:-.3pt'>
</span>Network<span style=3D'letter-spacing:-.25pt'> </span><span class=3DS=
pellE>analysis</span><span
style=3D'letter-spacing:-.25pt'> </span><span class=3DSpellE>of</span><span
style=3D'letter-spacing:-.3pt'> </span><span class=3DSpellE>international</=
span><span
style=3D'letter-spacing:-.25pt'> </span><span class=3DSpellE>trade</span><s=
pan
style=3D'letter-spacing:-.25pt'> in</span><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.5pt;margin-right:0cm;margin-botto=
m:0cm;
margin-left:52.0pt;margin-bottom:.0001pt'><span class=3DSpellE><span lang=
=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>plastic</span></span><=
span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.1pt'>
</span><span class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-b=
idi-font-size:
11.0pt'>scrap</span></span><span lang=3DES style=3D'font-size:10.0pt;mso-bi=
di-font-size:
11.0pt'>.<span style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE>=
<i
style=3D'mso-bidi-font-style:normal'>Sustainable</i></span><i style=3D'mso-=
bidi-font-style:
normal'><span style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE>P=
roduction</span><span
style=3D'letter-spacing:-.05pt'> </span>and<span style=3D'letter-spacing:-.=
1pt'> </span><span
class=3DSpellE>Consumption</span></i>,<span style=3D'letter-spacing:-.05pt'=
> </span>27,<span
style=3D'letter-spacing:-.05pt'> </span><span style=3D'letter-spacing:-.1pt=
'>203&#8211;216.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-left:15.95pt'><span class=3DSpellE><sp=
an
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.2pt'>Ponlaem</span></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.2pt'>,</span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.1pt'>
</span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;
letter-spacing:-.2pt'>K.,</span><span lang=3DES style=3D'font-size:10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'> </span><span class=3DSpell=
E><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.2pt'>Kaewsompong</span></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.2pt'>,</span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.1pt'>
</span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;
letter-spacing:-.2pt'>N.,</span><span lang=3DES style=3D'font-size:10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'> </span><span class=3DSpell=
E><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.2pt'>Maneejuk</span></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.2pt'>,</span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.05pt'>
</span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;
letter-spacing:-.2pt'>P.,</span><span lang=3DES style=3D'font-size:10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'> </span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>&=
amp;</span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.1pt'>
</span><span class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-b=
idi-font-size:
11.0pt;letter-spacing:-.2pt'>Sirisrisakulchai</span></span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>,=
</span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.1pt'>
</span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;
letter-spacing:-.2pt'>J.</span><span lang=3DES style=3D'font-size:10.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'> </span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.2pt'>(=
2021).</span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.05pt'>
</span><span class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-b=
idi-font-size:
11.0pt;letter-spacing:-.2pt'>Impact</span></span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'> =
</span><span
class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size=
:11.0pt;
letter-spacing:-.2pt'>of</span></span><span lang=3DES style=3D'font-size:10=
.0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.1pt'> </span><span class=3DSpell=
E><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.2pt'>Economic</span></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.1pt'>
</span><span class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-b=
idi-font-size:
11.0pt;letter-spacing:-.2pt'>Policy</span></span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacing:-.05pt'>=
 </span><span
class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size=
:11.0pt;
letter-spacing:-.2pt'>Uncertainty</span></span><span lang=3DES style=3D'fon=
t-size:
10.0pt;mso-bidi-font-size:11.0pt'><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.5pt;margin-right:0cm;margin-botto=
m:0cm;
margin-left:51.95pt;margin-bottom:.0001pt'><span class=3DSpellE><span lang=
=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>on</span></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.1pt'>
</span><span class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-b=
idi-font-size:
11.0pt'>Thailand</span></span><span lang=3DES style=3D'font-size:10.0pt;mso=
-bidi-font-size:
11.0pt;letter-spacing:-.1pt'> </span><span class=3DSpellE><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Macroeconomic</span></=
span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.15pt'>
</span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'=
>Variables.<span
style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE><i style=3D'mso=
-bidi-font-style:
normal'>Behavioral</i></span><i style=3D'mso-bidi-font-style:normal'><span
style=3D'letter-spacing:-.1pt'> </span>Predictive<span style=3D'letter-spac=
ing:
-.1pt'> </span><span class=3DSpellE>Modeling</span><span style=3D'letter-sp=
acing:
-.1pt'> </span>in<span style=3D'letter-spacing:-.1pt'> </span><span class=
=3DSpellE>Economics</span></i>,<span
style=3D'letter-spacing:-.1pt'> 437&#8211;451.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-left:15.95pt'><span class=3DSpellE><sp=
an
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Rahim</span>=
</span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>,<span
style=3D'letter-spacing:.4pt'> </span>T.,<span style=3D'letter-spacing:.45p=
t'> </span>Ibrahim,<span
style=3D'letter-spacing:.4pt'> </span>M.,<span style=3D'letter-spacing:.45p=
t'> </span><span
class=3DSpellE>Shah</span>,<span style=3D'letter-spacing:.4pt'> </span>T.<s=
pan
style=3D'letter-spacing:.45pt'> </span>A.,<span style=3D'letter-spacing:.45=
pt'> </span>&amp;<span
style=3D'letter-spacing:.4pt'> </span><span class=3DSpellE>Mehmood</span>,<=
span
style=3D'letter-spacing:.45pt'> </span>W.<span style=3D'letter-spacing:.4pt=
'> </span>(2023).<span
style=3D'letter-spacing:.45pt'> </span><span class=3DSpellE>Impact</span><s=
pan
style=3D'letter-spacing:.45pt'> </span><span class=3DSpellE>of</span><span
style=3D'letter-spacing:.4pt'> </span><span class=3DSpellE>Foreign</span><s=
pan
style=3D'letter-spacing:.45pt'> </span><span class=3DSpellE>Trade</span><sp=
an
style=3D'letter-spacing:.4pt'> </span><span class=3DSpellE>on</span><span
style=3D'letter-spacing:.45pt'> </span><span class=3DSpellE>Economic</span>=
<span
style=3D'letter-spacing:.45pt'> </span><span class=3DSpellE><span style=3D'=
letter-spacing:
-.1pt'>Growth</span></span><span style=3D'letter-spacing:-.1pt'>:</span><o:=
p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.5pt;margin-right:0cm;margin-botto=
m:0cm;
margin-left:51.95pt;margin-bottom:.0001pt'><span class=3DSpellE><span lang=
=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Empirical</span></span=
><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.2pt'>
</span><span class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-b=
idi-font-size:
11.0pt'>Evidence</span></span><span lang=3DES style=3D'font-size:10.0pt;mso=
-bidi-font-size:
11.0pt;letter-spacing:-.05pt'> </span><span class=3DSpellE><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>from</span></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.1pt'>
</span><span class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-b=
idi-font-size:
11.0pt'>Pakistan</span></span><span lang=3DES style=3D'font-size:10.0pt;mso=
-bidi-font-size:
11.0pt'>.<span style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE>=
<i
style=3D'mso-bidi-font-style:normal'>Journal</i></span><i style=3D'mso-bidi=
-font-style:
normal'><span style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE>o=
f</span><span
style=3D'letter-spacing:-.05pt'> </span><span class=3DSpellE>Policy</span><=
span
style=3D'letter-spacing:-.1pt'> </span><span class=3DSpellE>Research</span>=
</i>,<span
style=3D'letter-spacing:-.05pt'> </span>9(1),<span style=3D'letter-spacing:=
-.05pt'>
</span><span style=3D'letter-spacing:-.1pt'>188&#8211;195.</span><o:p></o:p=
></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-left:15.95pt'><span class=3DSpellE><sp=
an
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Sehgal</span=
></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>,<span
style=3D'letter-spacing:.2pt'> </span>M.,<span style=3D'letter-spacing:.2pt=
'> </span>&amp;<span
style=3D'letter-spacing:.2pt'> </span><span class=3DSpellE>Bhargava</span>,=
<span
style=3D'letter-spacing:.2pt'> </span>D.<span style=3D'letter-spacing:.2pt'=
> </span>(2018).<span
style=3D'letter-spacing:.2pt'> </span><span class=3DSpellE>Knowledge</span>=
<span
style=3D'letter-spacing:.2pt'> </span><span class=3DSpellE>mining</span>:<s=
pan
style=3D'letter-spacing:.2pt'> </span><span class=3DSpellE>an</span><span
style=3D'letter-spacing:.2pt'> </span><span class=3DSpellE>approach</span><=
span
style=3D'letter-spacing:.2pt'> </span><span class=3DSpellE>using</span><span
style=3D'letter-spacing:.2pt'> </span><span class=3DSpellE>comparison</span=
><span
style=3D'letter-spacing:.2pt'> </span><span class=3DSpellE>of</span><span
style=3D'letter-spacing:.2pt'> </span>data<span style=3D'letter-spacing:.2p=
t'> </span><span
class=3DSpellE>cleansing</span><span style=3D'letter-spacing:.2pt'> </span>=
<span
class=3DSpellE><span style=3D'letter-spacing:-.1pt'>tools</span></span><span
style=3D'letter-spacing:-.1pt'>.</span><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.5pt;margin-right:0cm;margin-botto=
m:0cm;
margin-left:51.95pt;margin-bottom:.0001pt'><span class=3DSpellE><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:10.=
0pt;
mso-bidi-font-size:11.0pt'>Journal</span></i></span><i style=3D'mso-bidi-fo=
nt-style:
normal'><span lang=3DES 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=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt=
'>of</span></i></span><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:10.=
0pt;
mso-bidi-font-size:11.0pt;letter-spacing:-.05pt'> </span></i><span
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Information</span></i>=
</span><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES 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=3DES style=3D'font-size:10.=
0pt;
mso-bidi-font-size:11.0pt'>and<span style=3D'letter-spacing:-.05pt'> </span=
><span
class=3DSpellE>Optimization</span><span style=3D'letter-spacing:-.05pt'> </=
span><span
class=3DSpellE>Sciences</span></span></i><span lang=3DES style=3D'font-size=
:10.0pt;
mso-bidi-font-size:11.0pt'>,<span style=3D'letter-spacing:-.05pt'> </span>3=
9(1),<span
style=3D'letter-spacing:-.05pt'> </span><span style=3D'letter-spacing:-.1pt=
'>337&#8211;343.</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.9pt;margin-bott=
om:0cm;
margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-indent:-3=
6.0pt;
line-height:103%'><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-s=
ize:
11.0pt;line-height:103%'>SIKOS T, T., &amp; <span class=3DSpellE>Meirmanova=
</span>,
A. (2020). <i style=3D'mso-bidi-font-style:normal'>Geo-<span class=3DSpellE=
>based</span>
visual <span class=3DSpellE>network</span> <span class=3DSpellE>analysis</s=
pan> <span
class=3DSpellE>of</span> <span class=3DSpellE>export</span> and <span class=
=3DSpellE>import</span>
<span class=3DSpellE>patterns</span> in <span class=3DSpellE>international<=
/span> <span
class=3DSpellE>wheat</span> <span class=3DSpellE>trade</span></i>.<o:p></o:=
p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.55pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:.05pt;margin-right:5.9pt;margin-bo=
ttom:
0cm;margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
-36.0pt;line-height:103%'><span class=3DSpellE><span lang=3DES style=3D'fon=
t-size:
10.0pt;mso-bidi-font-size:11.0pt;line-height:103%'>Simi&#263;</span></span>=
<span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%'>,<span
style=3D'letter-spacing:-.2pt'> </span>D.,<span style=3D'letter-spacing:-.2=
pt'> </span><span
class=3DSpellE>Svir&#269;evi&#263;</span>,<span style=3D'letter-spacing:-.2=
pt'> </span>V.,<span
style=3D'letter-spacing:-.2pt'> </span><span class=3DSpellE>Sremac</span>,<=
span
style=3D'letter-spacing:-.2pt'> </span>S.,<span style=3D'letter-spacing:-.2=
pt'> </span><span
class=3DSpellE>Ilin</span>,<span style=3D'letter-spacing:-.2pt'> </span>V.,=
<span
style=3D'letter-spacing:-.2pt'> </span>&amp;<span style=3D'letter-spacing:-=
.2pt'> </span><span
class=3DSpellE>Simi&#263;</span>,<span style=3D'letter-spacing:-.2pt'> </sp=
an>S.<span
style=3D'letter-spacing:-.2pt'> </span>(2016).<span style=3D'letter-spacing=
:-.2pt'>
</span><span class=3DSpellE>An</span><span style=3D'letter-spacing:-.2pt'> =
</span><span
class=3DSpellE>efficiency</span><span style=3D'letter-spacing:-.2pt'> </spa=
n>k-<span
class=3DSpellE>means</span><span style=3D'letter-spacing:-.2pt'> </span>dat=
a<span
style=3D'letter-spacing:-.2pt'> </span><span class=3DSpellE>clustering</spa=
n><span
style=3D'letter-spacing:-.2pt'> </span>in<span style=3D'letter-spacing:-.2p=
t'> </span><span
class=3DSpellE>cotton</span> <span class=3DSpellE><span style=3D'letter-spa=
cing:-.2pt'>textile</span></span><span
style=3D'letter-spacing:-.2pt'> <span class=3DSpellE>imports</span>. <span
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>Proceedings</i></spa=
n><i
style=3D'mso-bidi-font-style:normal'> <span class=3DSpellE>of</span> <span
class=3DSpellE>the</span> 9th International <span class=3DSpellE>Conference=
</span> <span
class=3DSpellE>on</span> <span class=3DSpellE>Computer</span> <span class=
=3DSpellE>Recognition</span>
<span class=3DSpellE>Systems</span> CORES </i></span><i style=3D'mso-bidi-f=
ont-style:
normal'>2015</i>, 255&#8211;264.<o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:.6pt'><span lang=3DES style=3D'f=
ont-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-left:15.95pt'><span class=3DSpellE><sp=
an
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>Sinaga</span=
></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>,<span
style=3D'letter-spacing:-.75pt'> </span>K.<span style=3D'letter-spacing:-.5=
5pt'> </span>P.,<span
style=3D'letter-spacing:-.55pt'> </span>&amp;<span style=3D'letter-spacing:=
-.55pt'>
</span>Yang,<span style=3D'letter-spacing:-.55pt'> </span>M.-S.<span
style=3D'letter-spacing:-.55pt'> </span>(2020).<span style=3D'letter-spacin=
g:-.55pt'>
</span><span class=3DSpellE>Unsupervised</span><span style=3D'letter-spacin=
g:-.55pt'>
</span>K-<span class=3DSpellE>means</span><span style=3D'letter-spacing:-.5=
5pt'> </span><span
class=3DSpellE>clustering</span><span style=3D'letter-spacing:-.5pt'> </spa=
n><span
class=3DSpellE>algorithm</span>.<span style=3D'letter-spacing:-.6pt'> </spa=
n><i
style=3D'mso-bidi-font-style:normal'>IEEE<span style=3D'letter-spacing:-.65=
pt'> </span>Access</i>,<span
style=3D'letter-spacing:-.55pt'> </span>8,<span style=3D'letter-spacing:-.5=
pt'> </span><span
style=3D'letter-spacing:-.1pt'>80716&#8211;80727.</span><o:p></o:p></span><=
/p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-left:15.95pt'><span class=3DSpellE><sp=
an
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>T&acirc;u</s=
pan></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>,<span
style=3D'letter-spacing:.45pt'> </span>N.,<span style=3D'letter-spacing:.45=
pt'> </span>&amp;<span
style=3D'letter-spacing:.55pt'> </span><span class=3DSpellE>Sharfeldin</spa=
n>,<span
style=3D'letter-spacing:.45pt'> </span>I.-M.-M.<span style=3D'letter-spacin=
g:.5pt'>
</span>(2021).<span style=3D'letter-spacing:.45pt'> </span><span class=3DSp=
ellE>Abordarea</span><span
style=3D'letter-spacing:.5pt'> </span><span class=3DSpellE>teoretic&#259;</=
span><span
style=3D'letter-spacing:.5pt'> </span>a<span style=3D'letter-spacing:.5pt'>=
 </span><span
class=3DSpellE>mediului</span><span style=3D'letter-spacing:.55pt'> </span>=
<span
class=3DSpellE>interna&#539;ional</span><span style=3D'letter-spacing:.5pt'=
> </span>de<span
style=3D'letter-spacing:.5pt'> </span><span class=3DSpellE>afaceri</span>.<=
span
style=3D'letter-spacing:.7pt'> </span><span class=3DSpellE><i style=3D'mso-=
bidi-font-style:
normal'><span style=3D'letter-spacing:-.1pt'>Administrarea</span></i></span=
><i
style=3D'mso-bidi-font-style:normal'><o:p></o:p></i></span></p>

<p class=3DMsoNormal style=3D'margin-top:.5pt;margin-right:0cm;margin-botto=
m:0cm;
margin-left:51.95pt;margin-bottom:.0001pt'><span class=3DSpellE><i
style=3D'mso-bidi-font-style:normal'><span lang=3DES style=3D'font-size:10.=
0pt;
mso-bidi-font-size:11.0pt'>Public&#259;</span></i></span><span lang=3DES
style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>,<span style=3D'letter=
-spacing:
-.15pt'> </span>109(1), <span style=3D'letter-spacing:-.1pt'>113&#8211;126.=
</span><o:p></o:p></span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dright style=3D'margin-right:6.15pt;text-align:=
right'><span
class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size=
:11.0pt'>Windarto</span></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'>,<span
style=3D'letter-spacing:-.6pt'> </span>A.<span style=3D'letter-spacing:-.55=
pt'> </span>P.<span
style=3D'letter-spacing:-.55pt'> </span>(2017).<span style=3D'letter-spacin=
g:-.55pt'>
</span><span class=3DSpellE>Implementation</span><span style=3D'letter-spac=
ing:
-.55pt'> </span><span class=3DSpellE>of</span><span style=3D'letter-spacing=
:-.55pt'>
</span>data<span style=3D'letter-spacing:-.55pt'> </span><span class=3DSpel=
lE>mining</span><span
style=3D'letter-spacing:-.55pt'> </span><span class=3DSpellE>on</span><span
style=3D'letter-spacing:-.55pt'> </span>rice<span style=3D'letter-spacing:-=
.55pt'> </span><span
class=3DSpellE>imports</span><span style=3D'letter-spacing:-.55pt'> </span>=
by<span
style=3D'letter-spacing:-.55pt'> </span><span class=3DSpellE>major</span><s=
pan
style=3D'letter-spacing:-.55pt'> </span>country<span style=3D'letter-spacin=
g:-.55pt'>
</span><span class=3DSpellE>of</span><span style=3D'letter-spacing:-.55pt'>=
 </span><span
class=3DSpellE>origin</span><span style=3D'letter-spacing:-.55pt'> </span><=
span
class=3DSpellE>using</span><span style=3D'letter-spacing:-.55pt'> </span><s=
pan
class=3DSpellE><span style=3D'letter-spacing:-.1pt'>algorithm</span></span>=
<o:p></o:p></span></p>

<p class=3DMsoNormal align=3Dright style=3D'margin-top:.5pt;margin-right:5.=
9pt;
margin-bottom:0cm;margin-left:0cm;margin-bottom:.0001pt;text-align:right'><=
span
class=3DSpellE><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size=
:11.0pt'>using</span></span><span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;letter-spacin=
g:-.2pt'>
</span><span lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt'=
>k-<span
class=3DSpellE>means</span><span style=3D'letter-spacing:-.2pt'> </span><sp=
an
class=3DSpellE>clustering</span><span style=3D'letter-spacing:-.15pt'> </sp=
an><span
class=3DSpellE>method</span>.<span style=3D'letter-spacing:-.15pt'> </span>=
<i
style=3D'mso-bidi-font-style:normal'>International<span style=3D'letter-spa=
cing:
-.15pt'> </span><span class=3DSpellE>Journal</span><span style=3D'letter-sp=
acing:
-.15pt'> </span><span class=3DSpellE>of</span><span style=3D'letter-spacing=
:-.35pt'>
</span>Artificial<span style=3D'letter-spacing:-.15pt'> </span>Intelligence=
<span
style=3D'letter-spacing:-.15pt'> </span><span class=3DSpellE>Research</span=
></i>,<span
style=3D'letter-spacing:-.15pt'> </span>1(2),<span style=3D'letter-spacing:=
-.15pt'>
</span><span style=3D'letter-spacing:-.1pt'>26&#8211;33.</span><o:p></o:p><=
/span></p>

<p class=3DMsoBodyText style=3D'margin-top:1.0pt'><span lang=3DES style=3D'=
font-size:
10.0pt;mso-bidi-font-size:12.0pt'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:0cm;margin-right:5.65pt;margin-bot=
tom:
0cm;margin-left:51.95pt;margin-bottom:.0001pt;text-align:justify;text-inden=
t:
-36.0pt;line-height:103%'><span class=3DSpellE><span lang=3DES style=3D'fon=
t-size:
10.0pt;mso-bidi-font-size:11.0pt;line-height:103%'>Wulandari</span></span><=
span
lang=3DES style=3D'font-size:10.0pt;mso-bidi-font-size:11.0pt;line-height:1=
03%'>,
L., &amp; <span class=3DSpellE>Yogantara</span>, B. O. (2022). <span
class=3DSpellE>Algorithm</span> <span class=3DSpellE>analysis</span> <span
class=3DSpellE>of</span> K-<span class=3DSpellE>means</span> and <span
class=3DSpellE>fuzzy</span> C-<span class=3DSpellE>means</span> <span class=
=3DSpellE>for</span>
<span class=3DSpellE>clustering</span> <span class=3DSpellE>countries</span=
> <span
class=3DSpellE>based</span> <span class=3DSpellE>on</span> <span class=3DSp=
ellE>economy</span>
and <span class=3DSpellE>health</span>. <span class=3DSpellE><i style=3D'ms=
o-bidi-font-style:
normal'>Faktor</i></span><i style=3D'mso-bidi-font-style:normal'> Exacta</i=
>,
15(2).<o:p></o:p></span></p>

</div>

</body>

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