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w14:paraId="26B4D43B" w14:textId="023EA398" w:rsidR="005D655A" w:rsidRPr="00017F65" w:rsidRDefault="005D655A" w:rsidP="005D655A"><w:pPr><w:jc w:val="center"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="3816AEA0" w14:textId="0BEA536B" w:rsidR="005D655A" w:rsidRPr="00017F65" w:rsidRDefault="00017F65" w:rsidP="005D655A"><w:pPr><w:jc w:val="center"/><w:rPr><w:b/><w:i/><w:iCs/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:iCs/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>Opinion mining in social media as a tool to measure consumer (in)satisfaction</w:t></w:r></w:p><w:p w14:paraId="4087DB9A" w14:textId="02BCBC17" w:rsidR="005D655A" w:rsidRDefault="005D655A" w:rsidP="005D655A"><w:pPr><w:jc w:val="center"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr></w:pPr></w:p><w:p w14:paraId="1D88713C" 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w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>en</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> los </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>medios</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>sociales</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>como</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>herramienta</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> para </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>medir</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> la (in)</w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>satisfacción</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> del </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>consumidor</w:t></w:r><w:proofErr w:type="spellEnd"/></w:p><w:p w14:paraId="6B88BE5D" w14:textId="77777777" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:jc w:val="right"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="62B4D8B7" w14:textId="77777777" w:rsidR="00017F65" w:rsidRDefault="00017F65" w:rsidP="005D655A"><w:pPr><w:jc w:val="right"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Luis</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Sancliment</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> Iglesias</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="13759226" w14:textId="68292079" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00017F65" w:rsidP="005D655A"><w:pPr><w:jc w:val="right"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Universidade Federal do Paraná</w:t></w:r></w:p><w:p w14:paraId="2074647E" w14:textId="5745D1D1" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00017F65" w:rsidP="005D655A"><w:pPr><w:jc w:val="right"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Brasil</w:t></w:r></w:p><w:p w14:paraId="2C400174" w14:textId="77777777" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:jc w:val="right"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="2E848427" w14:textId="0B11FC3E" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00017F65" w:rsidP="005D655A"><w:pPr><w:jc w:val="right"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Denise </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Fukumi</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Tsunoda</w:t></w:r><w:proofErr w:type="spellEnd"/></w:p><w:bookmarkEnd w:id="0"/><w:p w14:paraId="13C74C5E" w14:textId="77777777" w:rsidR="00017F65" w:rsidRPr="00017F65" w:rsidRDefault="00017F65" w:rsidP="00017F65"><w:pPr><w:jc w:val="right"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Universidade Federal do Paraná</w:t></w:r></w:p><w:p w14:paraId="5FC97655" w14:textId="77777777" w:rsidR="00017F65" w:rsidRPr="00017F65" w:rsidRDefault="00017F65" w:rsidP="00017F65"><w:pPr><w:jc w:val="right"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Brasil</w:t></w:r></w:p><w:p w14:paraId="2FE4367C" w14:textId="3CB2B51E" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="006744CD" w:rsidP="005D655A"><w:pPr><w:jc w:val="center"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs 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w:rsidRPr="00B33A40"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>26/03/2021</w:t></w:r></w:p><w:p w14:paraId="36561117" w14:textId="19EFD706" w:rsidR="005D655A" w:rsidRPr="00B33A40" w:rsidRDefault="005D655A" w:rsidP="005D655A"><w:pPr><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Aceito</w:t></w:r><w:r w:rsidR="00F41510" w:rsidRPr="00B33A40"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> em</w:t></w:r><w:r w:rsidRPr="00B33A40"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>:</w:t></w:r><w:r w:rsidR="00630728" w:rsidRPr="00B33A40"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:r w:rsidR="00B33A40" w:rsidRPr="00B33A40"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>14/06/2021</w:t></w:r></w:p><w:p w14:paraId="2EA13D35" w14:textId="2D490189" w:rsidR="005D655A" w:rsidRPr="00017F65" w:rsidRDefault="005D655A" w:rsidP="005D655A"><w:pPr><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Publicado</w:t></w:r><w:r w:rsidR="00F41510" w:rsidRPr="00B33A40"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> em</w:t></w:r><w:r w:rsidRPr="00B33A40"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>:</w:t></w:r><w:r w:rsidR="00630728" w:rsidRPr="00B33A40"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:r w:rsidR="00B33A40" w:rsidRPr="00B33A40"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>28/10/2021</w:t></w:r></w:p><w:p w14:paraId="1CDF8110" w14:textId="4566FD2E" w:rsidR="005D655A" w:rsidRPr="00017F65" w:rsidRDefault="005D655A" w:rsidP="005D655A"><w:pPr><w:rPr><w:b/><w:sz w:val="28"/><w:szCs 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wp14:editId="73F46878"><wp:simplePos x="0" y="0"/><wp:positionH relativeFrom="margin"><wp:align>left</wp:align></wp:positionH><wp:positionV relativeFrom="paragraph"><wp:posOffset>5715</wp:posOffset></wp:positionV><wp:extent cx="838200" cy="298450"/><wp:effectExtent l="0" t="0" r="0" b="6350"/><wp:wrapSquare wrapText="bothSides"/><wp:docPr id="2" name="Imagem 2"/><wp:cNvGraphicFramePr><a:graphicFrameLocks xmlns:a="http://schemas.openxmlformats.org/drawingml/2006/main" noChangeAspect="1"/></wp:cNvGraphicFramePr><a:graphic xmlns:a="http://schemas.openxmlformats.org/drawingml/2006/main"><a:graphicData uri="http://schemas.openxmlformats.org/drawingml/2006/picture"><pic:pic xmlns:pic="http://schemas.openxmlformats.org/drawingml/2006/picture"><pic:nvPicPr><pic:cNvPr id="0" name="Imagem 1"/><pic:cNvPicPr><a:picLocks noChangeAspect="1" noChangeArrowheads="1"/></pic:cNvPicPr></pic:nvPicPr><pic:blipFill><a:blip r:embed="rId7"><a:extLst><a:ext uri="{28A0092B-C50C-407E-A947-70E740481C1C}"><a14:useLocalDpi xmlns:a14="http://schemas.microsoft.com/office/drawing/2010/main" val="0"/></a:ext></a:extLst></a:blip><a:srcRect/><a:stretch><a:fillRect/></a:stretch></pic:blipFill><pic:spPr bwMode="auto"><a:xfrm><a:off x="0" y="0"/><a:ext cx="838200" cy="298450"/></a:xfrm><a:prstGeom prst="rect"><a:avLst/></a:prstGeom><a:noFill/><a:ln><a:noFill/></a:ln></pic:spPr></pic:pic></a:graphicData></a:graphic></wp:anchor></w:drawing></w:r></w:p><w:p w14:paraId="7FB12795" w14:textId="77777777" w:rsidR="00F41510" w:rsidRPr="00017F65" w:rsidRDefault="00F41510" w:rsidP="00F41510"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:contextualSpacing/><w:mirrorIndents/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="5B74A42D" w14:textId="77777777" w:rsidR="00F41510" w:rsidRPr="00017F65" w:rsidRDefault="00F41510" w:rsidP="00F41510"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:contextualSpacing/><w:mirrorIndents/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="21681F3E" w14:textId="66B9D3F4" w:rsidR="00F41510" w:rsidRPr="00017F65" w:rsidRDefault="006A094F" w:rsidP="00F41510"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:contextualSpacing/><w:mirrorIndents/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Autor para correspondência:</w:t></w:r><w:r w:rsidR="00630728" w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00017F65" w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Luis</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00017F65" w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00017F65" w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Sancliment</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00017F65" w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> Iglesias</w:t></w:r></w:p><w:p w14:paraId="1D3E458E" w14:textId="3648AFC9" w:rsidR="00017F65" w:rsidRDefault="006A094F" w:rsidP="00F41510"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:contextualSpacing/><w:mirrorIndents/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Email</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>:</w:t></w:r><w:r w:rsidR="00630728" w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:hyperlink r:id="rId8" w:history="1"><w:r w:rsidR="00017F65" w:rsidRPr="00FE6BA5"><w:rPr><w:rStyle w:val="Hyperlink"/><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>luissiglesias@hotmail.com</w:t></w:r></w:hyperlink></w:p><w:p w14:paraId="614546A3" w14:textId="26E6BDB3" w:rsidR="006A094F" w:rsidRPr="00017F65" w:rsidRDefault="006A094F" w:rsidP="00F41510"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:contextualSpacing/><w:mirrorIndents/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>ORCID:</w:t></w:r><w:r w:rsidR="00630728" w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:r w:rsidR="00017F65" w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>https://orcid.org/0000-0002-0256-8869</w:t></w:r></w:p><w:p w14:paraId="70EE4855" w14:textId="77777777" w:rsidR="00F41510" w:rsidRPr="00017F65" w:rsidRDefault="00F41510" w:rsidP="00F41510"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:contextualSpacing/><w:mirrorIndents/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="342D960A" w14:textId="77777777" w:rsidR="00F41510" w:rsidRPr="00017F65" w:rsidRDefault="00F41510" w:rsidP="00F41510"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:contextualSpacing/><w:mirrorIndents/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="783AB08F" w14:textId="25BF419C" w:rsidR="00CD22E6" w:rsidRPr="00017F65" w:rsidRDefault="00F41510" w:rsidP="00CD22E6"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:contextualSpacing/><w:mirrorIndents/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Como citar este artigo</w:t></w:r><w:r w:rsidR="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>:</w:t></w:r></w:p><w:p w14:paraId="0759F1E1" w14:textId="7E94583B" w:rsidR="00F41510" w:rsidRPr="00017F65" w:rsidRDefault="00F41510" w:rsidP="00F41510"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:contextualSpacing/><w:mirrorIndents/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="47D03722" w14:textId="77777777" w:rsidR="00182DE9" w:rsidRPr="00182DE9" w:rsidRDefault="00017F65" w:rsidP="00182DE9"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:shd w:val="clear" w:color="auto" w:fill="FFFFFF"/></w:rPr></w:pPr><w:r w:rsidRPr="000F2BD8"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">IGLESIAS, </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="000F2BD8"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Luis</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="000F2BD8"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="000F2BD8"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Sancliment</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="000F2BD8"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">; TSUNODA, Denise </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="000F2BD8"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Fukumi</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="000F2BD8"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">. A mineração de </w:t></w:r><w:r w:rsidRPr="00182DE9"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>opinião em mídias sociais como ferramenta para medir a (in)satisfação do consumidor</w:t></w:r><w:r w:rsidR="00F41510" w:rsidRPr="00182DE9"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">. </w:t></w:r><w:r w:rsidR="00F41510" w:rsidRPr="00182DE9"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>REBECIN</w:t></w:r><w:r w:rsidR="00F41510" w:rsidRPr="00182DE9"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">, São Paulo, v. </w:t></w:r><w:r w:rsidRPr="00182DE9"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>8</w:t></w:r><w:r w:rsidR="00F41510" w:rsidRPr="00182DE9"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">, </w:t></w:r><w:r w:rsidRPr="00182DE9"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">edição especial, </w:t></w:r><w:r w:rsidR="00F41510" w:rsidRPr="00182DE9"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">p. </w:t></w:r><w:r w:rsidRPr="00182DE9"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>01-13</w:t></w:r><w:r w:rsidR="00F41510" w:rsidRPr="00182DE9"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>, 20</w:t></w:r><w:r w:rsidRPr="00182DE9"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>21</w:t></w:r><w:r w:rsidR="00F41510" w:rsidRPr="00182DE9"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">. </w:t></w:r><w:bookmarkStart w:id="1" w:name="_GoBack"/><w:r w:rsidR="00F41510" w:rsidRPr="00182DE9"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">DOI:  </w:t></w:r><w:r w:rsidR="00182DE9" w:rsidRPr="00182DE9"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:shd w:val="clear" w:color="auto" w:fill="FFFFFF"/></w:rPr><w:t>10.24208/rebecin.v8i.235</w:t></w:r></w:p><w:bookmarkEnd w:id="1"/><w:p w14:paraId="7CE79BD3" w14:textId="77777777" w:rsidR="00182DE9" w:rsidRDefault="00182DE9"><w:pPr><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:br w:type="page"/></w:r></w:p><w:p w14:paraId="610B0312" w14:textId="0FF31E8C" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:lastRenderedPageBreak/><w:t>RESUMO</w:t></w:r></w:p><w:p w14:paraId="7E81A313" w14:textId="77777777" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:jc w:val="center"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="4E5A126D" w14:textId="3486330C" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="007C5B71" w:rsidP="00B96404"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Estudo de natureza quantitativa que objetiva explorar a contribuição da mineração de opinião em bases de dados extraídas do Facebook para a medição da (in)satisfação dos consumidores. Visa propor </w:t></w:r><w:r w:rsidR="00D47849" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>um fluxo</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> que auxilie nas etapas do processo de descoberta de conhecimento em texto e selecionar </w:t></w:r><w:r w:rsidR="00D47849" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>ferramentas</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> para a mineração de opinião a nível de sentença, onde se analisa o sentimento positivo, negativo e neutro. Submete-se </w:t></w:r><w:r w:rsidR="00D47849" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">ao proposto fluxo </w:t></w:r><w:r w:rsidR="007B1E86" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>um</w:t></w:r><w:r w:rsidR="00D47849" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>a b</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>ase de dados</w:t></w:r><w:r w:rsidR="007B1E86" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>,</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:r w:rsidR="007B1E86" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">de marca de carros, </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">extraída </w:t></w:r><w:r w:rsidR="007B1E86" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">do Facebook </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">com quatro tratamentos de pré-processamento. Utilizam-se os algoritmos </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Naïve</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Bayes</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">, SMO e J48 na ferramenta </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Weka</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> para a etapa de processamento. Apresenta resultados satisfatórios na mineração de opinião com melhor taxa de acerto obtida usando o algoritmo SMO. Propõe trabalhos futuros em bases de dados SAC</w:t></w:r><w:r w:rsidR="009C290F" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> (Serviço de Atendimento ao Consumidor)</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> com a aplicação desta metodologia desenvolvida e estudos de descobrimento das causas de (in)satisfação dos consumidores encontradas em bases de dados SAC e SAC 2.0</w:t></w:r><w:r w:rsidR="00AD2E9D" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r></w:p><w:p w14:paraId="38AF9BD9" w14:textId="77777777" w:rsidR="00B96404" w:rsidRPr="00017F65" w:rsidRDefault="00B96404" w:rsidP="00B96404"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="both"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="3E20B36D" w14:textId="2C205FBF" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="00B96404"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Palavras-Chave</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">: </w:t></w:r><w:r w:rsidR="007B1E86" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Árvore de decisão</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">; </w:t></w:r><w:r w:rsidR="007B1E86" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Análise de sentimento</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">; </w:t></w:r><w:r w:rsidR="00C74D45" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Mineração de Texto; Mineração de dados</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r></w:p><w:p w14:paraId="07902E59" w14:textId="77777777" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="414EC654" w14:textId="77777777" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>ABSTRACT</w:t></w:r></w:p><w:p w14:paraId="3F6D1632" w14:textId="77777777" w:rsidR="00B96404" w:rsidRPr="00017F65" w:rsidRDefault="00B96404" w:rsidP="005D655A"><w:pPr><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr></w:pPr></w:p><w:p w14:paraId="7B00A873" w14:textId="77777777" w:rsidR="009C290F" w:rsidRPr="00017F65" w:rsidRDefault="009C290F" w:rsidP="00017F65"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve">A quantitative study that aims to explore the contribution of opinion mining in databases extracted from Facebook for the measurement of consumer (in)satisfaction. It aims to propose a flow that assists in the steps of the process of knowledge discovery in text and select tools for opinion mining at the sentence level, where the positive, negative and neutral sentiment is analyzed. A car brand database extracted from Facebook with four pre-processing treatments is submitted to the proposed flow. The Naïve Bayes, SMO and J48 algorithms in the Weka tool are used for the processing stage. It presents satisfactory results in opinion mining with the best hit rate obtained using the SMO </w:t></w:r><w:proofErr w:type="spellStart"/><w:proofErr w:type="gramStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>algorithm.It</w:t></w:r><w:proofErr w:type="spellEnd"/><w:proofErr w:type="gramEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> proposes future work in CSC (Consumer Care Service) databases with the application of this developed methodology and studies to discover the causes of consumer (in)satisfaction found in CSC and CSC 2.0 databases.</w:t></w:r></w:p><w:p w14:paraId="634B4314" w14:textId="77777777" w:rsidR="009C290F" w:rsidRPr="00017F65" w:rsidRDefault="009C290F" w:rsidP="009C290F"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr></w:pPr></w:p><w:p w14:paraId="2AD460CC" w14:textId="2FEF17CA" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="00017F65"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>Keywords</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve">: </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="009C290F" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>Desicion</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="009C290F" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> tree; Sentiment analysis; Text mining; Data mining.</w:t></w:r></w:p><w:p w14:paraId="30924881" w14:textId="77777777" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="00017F65"><w:pPr><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="56D3E836" w14:textId="77777777" w:rsidR="00017F65" w:rsidRPr="00017F65" w:rsidRDefault="00017F65" w:rsidP="00017F65"><w:pPr><w:pStyle w:val="Ttulo1"/><w:spacing w:before="0" w:after="0"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:bookmarkStart w:id="2" w:name="_o90h719z5ky7" w:colFirst="0" w:colLast="0"/><w:bookmarkEnd w:id="2"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:lastRenderedPageBreak/><w:t>RESUMEN</w:t></w:r></w:p><w:p w14:paraId="6B2E833D" w14:textId="77777777" w:rsidR="00B33A40" w:rsidRDefault="00B33A40" w:rsidP="00017F65"><w:pPr><w:pStyle w:val="Ttulo1"/><w:spacing w:before="0" w:after="0" w:line="240" w:lineRule="auto"/><w:contextualSpacing/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="44542D3C" w14:textId="2B54B19C" w:rsidR="00017F65" w:rsidRPr="00017F65" w:rsidRDefault="00017F65" w:rsidP="00017F65"><w:pPr><w:pStyle w:val="Ttulo1"/><w:spacing w:before="0" w:after="0" w:line="240" w:lineRule="auto"/><w:contextualSpacing/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Estudio</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de carácter </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>cuantitativo</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> que pretende explorar </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>la</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>contribución</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>la</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>minería</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>opinión</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>en</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> bases de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>datos</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> extraídas de Facebook para </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>la</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>medición</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>la</w:t></w:r><w:proofErr 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xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>del</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>proceso</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>descubrimiento</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs 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w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>opinión</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> a </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>nivel</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de frase, donde se </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>analiza</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>el</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>sentimiento</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> positivo, negativo y neutro. Se somete al </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>flujo</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>propuesto</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> una base de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>datos</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">, de marca de coches, extraída de Facebook </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>con</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>cuatro</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>tratamientos</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>preprocesamiento</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">. Los algoritmos </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Naïve</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Bayes</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">, SMO y J48 se </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>utilizan</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>en</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>la</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>herramienta</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Weka</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> para </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>la</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> etapa de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>procesamiento</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">. Presenta resultados </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>satisfactorios</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>en</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>la</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>minería</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>opinión</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">, </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>con</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>la</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>mejor</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>tasa</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>aciertos</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>obtenida</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>con</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>el</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> algoritmo SMO. </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Propone</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>trabajos</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> futuros </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>en</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> bases de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>datos</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> SAC (</w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Servicio</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Atención</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> al Consumidor) </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>con</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>la</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>aplicación</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de esta </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>metodología</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>desarrollada</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> y </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>estudios</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> para </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>descubrir</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>las</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> causas de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>la</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> (in)</w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>satisfacción</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>del</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> consumidor encontradas </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>en</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>las</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> bases de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>datos</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> SAC y SAC 2.0.</w:t></w:r></w:p><w:p w14:paraId="21ABD5DC" w14:textId="77777777" w:rsidR="00017F65" w:rsidRDefault="00017F65" w:rsidP="00017F65"><w:pPr><w:pStyle w:val="Ttulo1"/><w:spacing w:before="0" w:after="0" w:line="240" w:lineRule="auto"/><w:contextualSpacing/><w:jc w:val="both"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="107975EE" w14:textId="122146F5" w:rsidR="00017F65" w:rsidRPr="00017F65" w:rsidRDefault="00017F65" w:rsidP="00017F65"><w:pPr><w:pStyle w:val="Ttulo1"/><w:spacing w:before="0" w:after="0" w:line="240" w:lineRule="auto"/><w:contextualSpacing/><w:jc w:val="both"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Palabras</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> clave: </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Árbol</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>decisión</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">; </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Análisis</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>sentimientos</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">; </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Minería</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de textos; </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Minería</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>datos</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r></w:p><w:p w14:paraId="7B4C718C" w14:textId="77777777" w:rsidR="00017F65" w:rsidRDefault="00017F65" w:rsidP="005D655A"><w:pPr><w:pStyle w:val="Ttulo1"/><w:keepNext w:val="0"/><w:keepLines w:val="0"/><w:spacing w:before="0" w:after="0"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="136A8EB3" w14:textId="54EBF615" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:pStyle w:val="Ttulo1"/><w:keepNext w:val="0"/><w:keepLines w:val="0"/><w:spacing w:before="0" w:after="0"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>1 INTRODUÇÃO</w:t></w:r></w:p><w:p w14:paraId="79F12617" w14:textId="77777777" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="679F91F5" w14:textId="361D9828" w:rsidR="00571249" w:rsidRPr="00017F65" w:rsidRDefault="00571249" w:rsidP="00571249"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Com o avanço das tecnologias de comunicação e a globalização mundial em proporções cada vez maiores, as mídias sociais são ferramentas </w:t></w:r><w:r w:rsidR="006D147C" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">de descentralização e veiculação de dados e informações. Dentro destas, as redes sociais </w:t></w:r><w:r w:rsidR="0056798B" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>digitais têm o objetivo de aproximar pessoas com interesses comuns e permitem que estas expressem suas opiniões e sentimentos a respeito dos mais diversos assuntos: política, religião, livros,</w:t></w:r><w:r w:rsidR="006D147C" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:r w:rsidR="0056798B" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">gastronomia, educação e outros. </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Estas opiniões podem por exemplo, expressar (in)satisfação sobre os produtos ou serviços consumidos e até mesmo questionar ou buscar informações para a tomada de decisão na aquisição (ou não) de produtos e serviços ainda não conhecidos. </w:t></w:r></w:p><w:p w14:paraId="4C237654" w14:textId="38F128C1" w:rsidR="00571249" w:rsidRPr="00017F65" w:rsidRDefault="0056798B" w:rsidP="00571249"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:lastRenderedPageBreak/><w:t>O conjunto de opiniões</w:t></w:r><w:r w:rsidR="00070893" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> viabiliza criação de bases de dados </w:t></w:r><w:r w:rsidR="00571249" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>advindos d</w:t></w:r><w:r w:rsidR="00070893" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>estas</w:t></w:r><w:r w:rsidR="00571249" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> mídias sociais </w:t></w:r><w:r w:rsidR="002009C4" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>pode ser transformado em valor</w:t></w:r><w:r w:rsidR="00571249" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> para as organizações. Com isso, forma-se um canal direto para que as empresas que estão atentas e presentes nas diferentes mídias sociais se beneficiem </w:t></w:r><w:r w:rsidR="002009C4" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>destas opiniões</w:t></w:r><w:r w:rsidR="00571249" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:r w:rsidR="002009C4" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>para</w:t></w:r><w:r w:rsidR="00571249" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> aproximar-se de seus consumidores</w:t></w:r><w:r w:rsidR="002009C4" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">. As opiniões permitem </w:t></w:r><w:r w:rsidR="007E16DF" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">além de </w:t></w:r><w:r w:rsidR="00571249" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">medir o grau de (in)satisfação dos mesmos, responder mais rapidamente às solicitações, questionamentos e reclamações, bem como </w:t></w:r><w:r w:rsidR="007E16DF" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>aumentar a competitividade das organizações</w:t></w:r><w:r w:rsidR="00571249" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r></w:p><w:p w14:paraId="334F41FC" w14:textId="616C9372" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="0008586B" w:rsidP="00571249"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">No dia 25 de março de 2021 foi realizada uma busca na base </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Dimensions</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="007E16DF" w:rsidRPr="00017F65"><w:rPr><w:rStyle w:val="Refdenotaderodap"/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:footnoteReference w:id="1"/></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> com os descritores “mineração de opini</w:t></w:r><w:r w:rsidR="00E07EE9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>ão</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">” e “mídias sociais”. Foram recuperados 23 trabalhos, dos quais 19 artigos em periódicos e 4 em anais de eventos. Destes 23, 10 (43,48%) são de 2019 e 2020, </w:t></w:r><w:r w:rsidR="00D2361B" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">mas todos </w:t></w:r><w:r w:rsidR="000724DB" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>estão no período de</w:t></w:r><w:r w:rsidR="00D2361B" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> 2015 até 2020</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">. </w:t></w:r><w:r w:rsidR="00E90154" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>No mesmo dia e ainda</w:t></w:r><w:r w:rsidR="00E07EE9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> na </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00E07EE9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Dimensions</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00E90154" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>,</w:t></w:r><w:r w:rsidR="00E07EE9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> com os descritores “mineração de opinião” e “mídia social” foram recuperados 8 </w:t></w:r><w:proofErr w:type="gramStart"/><w:r w:rsidR="00E07EE9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>artigos</w:t></w:r><w:proofErr w:type="gramEnd"/><w:r w:rsidR="00E07EE9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:r w:rsidR="006E49B8" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>mas</w:t></w:r><w:r w:rsidR="00E07EE9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">, todos eles, já </w:t></w:r><w:r w:rsidR="00E90154" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">haviam sido </w:t></w:r><w:r w:rsidR="00E07EE9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>recuperados anteriormente.</w:t></w:r><w:r w:rsidR="00605EA2" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> Com os termos em inglês “</w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00605EA2" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>opinion</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00605EA2" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> mining” e “social media” foram recuperados </w:t></w:r><w:r w:rsidR="00176F0F" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>19.053 artigos</w:t></w:r><w:r w:rsidR="00D359A4" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">, dos quais 108 trabalhos do professor </w:t></w:r><w:r w:rsidR="00605EA2" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Erik </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00605EA2" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Cambria</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00605EA2" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> da </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00605EA2" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Nanyang</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00605EA2" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00605EA2" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Technological</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00605EA2" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00605EA2" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>University</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00605EA2" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de Singap</w:t></w:r><w:r w:rsidR="00D359A4" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">ura. De todos os artigos, </w:t></w:r><w:r w:rsidR="00176F0F" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">10.203 são da </w:t></w:r><w:r w:rsidR="00095E23" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">grande </w:t></w:r><w:r w:rsidR="00176F0F" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">área </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00095E23" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Information</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00095E23" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00095E23" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>and</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00095E23" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00095E23" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Computing</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00095E23" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00095E23" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Sciences</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00095E23" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> e </w:t></w:r><w:r w:rsidR="00176F0F" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">1.631 </w:t></w:r><w:r w:rsidR="00D359A4" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">foram publicados na </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00D359A4" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Lecture</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00D359A4" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> Notes in Computer Science</w:t></w:r><w:r w:rsidR="00176F0F" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r><w:r w:rsidR="00095E23" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="366D773C" w14:textId="50F18B1C" w:rsidR="00DE042B" w:rsidRPr="00017F65" w:rsidRDefault="00DE042B" w:rsidP="00571249"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Este artigo sumariza uma pesquisa realizada para investigar a eficácia da utilização da mineração de opinião como ferramenta para medir a satisfação consumidores manifestadas em redes sociais. Foi escolhido Facebook por ter o maior número de usuários ativos (2,74 </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:lastRenderedPageBreak/><w:t>bilhões), seguido pelo YouTube (2,29 bilhões) e WhatsApp (2,00 bilhões)</w:t></w:r><w:r w:rsidR="00E3251C" w:rsidRPr="00017F65"><w:rPr><w:rStyle w:val="Refdenotaderodap"/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:footnoteReference w:id="2"/></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r></w:p><w:p w14:paraId="02A31D51" w14:textId="77777777" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="46A86BD1" w14:textId="77777777" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:jc w:val="both"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>2 REFERENCIAL TEÓRICO</w:t></w:r></w:p><w:p w14:paraId="73781609" w14:textId="77777777" w:rsidR="00B33A40" w:rsidRDefault="00B33A40" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="2CEA3FDD" w14:textId="482FFB73" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00DA5E73" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Lima </w:t></w:r><w:r w:rsidRPr="00B33A40"><w:rPr><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>et al</w:t></w:r><w:r w:rsidR="00B33A40"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> (2019) afirmam que as mídias sociais mudaram a forma de comunicação </w:t></w:r><w:r w:rsidR="00251ED1" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>tanto entre as pessoas quanto com as empresas, uma vez que a comunicação online passou a ser utilizada e, inclusive, novos papéis como os dos influenciadores digitais foram popularizados.</w:t></w:r></w:p><w:p w14:paraId="322AA7DF" w14:textId="7A3BE718" w:rsidR="00251ED1" w:rsidRPr="00017F65" w:rsidRDefault="00895C3E" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Recuero</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00251ED1" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> (2009) afirma que o advento da comunicação mediada pelo computador e congêneres influencia </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>não apenas na sociedade, mas também na vida cotidiana por meio das novas formas de conexões, estabelecer relações e formar comunidades. Principalmente com o advento da COVID-19, as pessoas passaram a utilizar cada vez mais estes espaços de interação e re</w:t></w:r><w:r w:rsidR="00FB5201" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>lacionamento online para se comunicar, buscar informações, formar opiniões, negociar (inúmeras empresas atuam principalmente pelas mídias sociais) e muito mais.</w:t></w:r></w:p><w:p w14:paraId="671D8D49" w14:textId="73CE5193" w:rsidR="008767D1" w:rsidRPr="00017F65" w:rsidRDefault="008767D1" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Segundo Lima </w:t></w:r><w:r w:rsidRPr="00B33A40"><w:rPr><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>et al</w:t></w:r><w:r w:rsidR="00B33A40"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> (2019), satisfação é um conceito multidimensional pois é pessoal, complexo e sujeito a diversas variáveis. Uma simples pergunta tal como: você prefere verão ou inverno? </w:t></w:r><w:r w:rsidR="003505F9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Pode admitir diversas respostas, com suas diversas justificativas. Por este motivo, </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="003505F9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Merlo</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="003505F9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> e </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="003505F9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Ceribeli</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="003505F9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> (2014) apresentam um constructo multidimensional que envolve </w:t></w:r><w:r w:rsidR="00333DA3" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">atendimento às </w:t></w:r><w:r w:rsidR="003505F9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">expectativas, ausência de arrependimento, emoções </w:t></w:r><w:r w:rsidR="00333DA3" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">positivas </w:t></w:r><w:r w:rsidR="003505F9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>percebidas, desempenho do produto</w:t></w:r><w:r w:rsidR="00B52C25" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> e equidade percebida</w:t></w:r><w:r w:rsidR="00333DA3" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> quando o consumidor percebe que realizou um bom negócio ao comparar sua experiência com outros indivíduos.</w:t></w:r><w:r w:rsidR="003505F9" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="0235A027" w14:textId="250E794A" w:rsidR="00B52C25" w:rsidRPr="00017F65" w:rsidRDefault="00B52C25" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:lastRenderedPageBreak/><w:t xml:space="preserve">A satisfação das pessoas está diretamente relacionada às expectativas sobre este “algo” que pode ser produto, serviço, pessoa e outros. </w:t></w:r><w:r w:rsidR="00FE6945" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Uma empresa com foco no consumidor, mantém preocupação com a identificação das expectativas dos seus clientes e estabelece estas expectativas como objetivos para a definição de estratégias de atuação, dos produtos e serviços a serem ofertados,</w:t></w:r><w:r w:rsidR="00333DA3" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> experiência de compra, troca, devolução e diversos outros aspectos relacionados ao planejamento estratégico de marketing.</w:t></w:r><w:r w:rsidR="000A007C" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="374FE499" w14:textId="424B1F86" w:rsidR="00E214D6" w:rsidRPr="00017F65" w:rsidRDefault="00E214D6" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Segundo Kotler (2012), a satisfação tanto pode consistir em um sentimento de prazer como de desapontamento, este sentimento resulta da comparação entre o desempenho de um produto e as expectativas existentes no consumidor. Quando o desempenho do produto vai além das expectativas o consumidor ficará altamente satisfeito. A fidelidade dos consumidores para com uma marca fica diretamente ligada às percepções a respeito de um produto de uma marca à qual eles constroem sentimentos favoráveis.</w:t></w:r></w:p><w:p w14:paraId="2E076D43" w14:textId="2F1DE258" w:rsidR="00863DAB" w:rsidRPr="00017F65" w:rsidRDefault="00863DAB" w:rsidP="00863DAB"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>As mídias sociais podem representar diferencial competitivo com informações, notícias, imagens, vídeos e em alguns casos mais específicos como o Facebook, conteúdo significativo em texto, tanto de pessoas como de organizações que escrevem mensagens contendo opiniões, comentários e reclamações dos mais variados assuntos. A análise d</w:t></w:r><w:r w:rsidR="00567372" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>e</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> sentimento</w:t></w:r><w:r w:rsidR="00567372" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>s</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> se usa com frequência na mineração de opinião para poder identificar sentimentos, afetos, subjetividade e demais estados emocionais destes textos online. Uma dificuldade é que estes textos se encontram em linguagem natural, isto é, na linguagem razoavelmente inteligível para o ser humano, mas não para as máquinas. Para </w:t></w:r><w:bookmarkStart w:id="3" w:name="_Hlk67569499"/><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Schiessl</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> e </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Bräscher</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:bookmarkEnd w:id="3"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">(2011), devido à complexidade da linguagem natural para a interpretação direta das máquinas, é necessário fazer uma extração de </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:lastRenderedPageBreak/><w:t xml:space="preserve">conhecimento das bases textuais e criar agrupamentos e modelos de classificação automatizados para que possam ser interpretados por computadores.  </w:t></w:r></w:p><w:p w14:paraId="7A7D2528" w14:textId="6A4F0B40" w:rsidR="00863DAB" w:rsidRPr="00017F65" w:rsidRDefault="00567372" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Conforme Liu (2015), a análise de sentimentos se conduz em três níveis. O primeiro nível </w:t></w:r><w:r w:rsidR="00E214D6" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>é o</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de documento, onde se classifica primeiramente todo o documento para saber se está expressando um sentimento positivo ou negativo. O segundo nível é </w:t></w:r><w:r w:rsidR="00E214D6" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>o</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de sentença, onde se analisa se cada frase expressa uma opinião positiva, negativa ou neutra.</w:t></w:r><w:r w:rsidR="00E214D6" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">O terceiro nível </w:t></w:r><w:r w:rsidR="00A351F6" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>é o</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> de aspecto, onde diferentemente dos níveis um e dois, que em nenhum caso as análises denotam se as pessoas gostam precisamente ou não, no nível três a análise </w:t></w:r><w:r w:rsidR="00A351F6" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>realiza esta diferenciação</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r></w:p><w:p w14:paraId="0E2170CC" w14:textId="77777777" w:rsidR="000A007C" w:rsidRPr="00017F65" w:rsidRDefault="000A007C" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="03174B65" w14:textId="27C7772A" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:jc w:val="both"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>3 RESULTADOS</w:t></w:r><w:r w:rsidR="005D655A" w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> E DISCUSSÃO</w:t></w:r></w:p><w:p w14:paraId="2FB41E3C" w14:textId="77777777" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="2BF8B4A6" w14:textId="03B49AA7" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00567372" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Seguindo a classificação de Liu (2015), o nível de análise de sentimento que foi adotado neste trabalho é o segundo nível denominado nível de sentença, que visa a análise das frases de consumidores com opiniões de subjetividade positiva, negativa e neutra</w:t></w:r><w:r w:rsidR="00381A16" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">. </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Para as opiniões em que os consumidores não expressam claramente uma opinião, serão consideradas como opiniões neutras.</w:t></w:r></w:p><w:p w14:paraId="19D9654B" w14:textId="77777777" w:rsidR="00315F35" w:rsidRPr="00017F65" w:rsidRDefault="00381A16" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">A base de dados utilizada para este trabalho foi retirada da página oficial da empresa Ford Brasil no Facebook, especificamente dos comentários da postagem de 30 de julho de 2018, sobre a nova linha Ford Ka 2018 que contava quando foi capturada a base com 8 mil visualizações, 64 mil curtidas, 1.169 compartilhamentos e 1.114 comentários. </w:t></w:r></w:p><w:p w14:paraId="35C07230" w14:textId="58E8A216" w:rsidR="0032645E" w:rsidRPr="00017F65" w:rsidRDefault="00B7417B" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:lastRenderedPageBreak/><w:t xml:space="preserve">Desta base original foram extraídas quatro bases, conforme </w:t></w:r><w:r w:rsidR="004B292E" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>T</w:t></w:r><w:r w:rsidR="00B33A40" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">abela </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>1.</w:t></w:r><w:r w:rsidR="00315F35" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> Todas as bases contêm dois atributos, sendo o primeiro do tipo </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00315F35" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>string</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00315F35" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> (texto a analisar) e o segundo do tipo </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00315F35" w:rsidRPr="00017F65"><w:rPr><w:i/><w:iCs/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>phrasesentiment</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="00315F35" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> (positivo, neutro ou negativo).</w:t></w:r></w:p><w:p w14:paraId="069D7F2F" w14:textId="31FF353D" w:rsidR="00315F35" w:rsidRPr="00017F65" w:rsidRDefault="00315F35" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Os algoritmos escolhidos para a mineração da base selecionada dentro do software </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Weka</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> foram o </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Naïve</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Bayes</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> que usa o modelo de classificação probabilístico, o SMO (</w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Sequential</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Mininal</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Optimization</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>) que utiliza o modelo baseado em função e o J48 que é um algoritmo baseado em árvores de decisão. Estes algoritmos foram selecionados devido a serem mais comumente utilizados e mais adequados ao tipo de base de dados que está sendo analisada. Os experimentos em todas as bases analisadas foram realizados com validação cruzada de 10 partições, com a utilização dos filtros “</w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>FilteredClassifier</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>” e “</w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>StringToWordVector</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>” e com o uso de “</w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>tokenizer</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>”.</w:t></w:r></w:p><w:p w14:paraId="760BF89E" w14:textId="450DDA6B" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B332F8" w:rsidP="00B332F8"><w:pPr><w:pStyle w:val="Legenda"/><w:rPr><w:sz w:val="24"/></w:rPr></w:pPr><w:bookmarkStart w:id="4" w:name="_Toc10125546"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:b/><w:bCs/><w:sz w:val="24"/></w:rPr><w:t>T</w:t></w:r><w:r w:rsidR="00B33A40" w:rsidRPr="00B33A40"><w:rPr><w:b/><w:bCs/><w:caps w:val="0"/><w:sz w:val="24"/></w:rPr><w:t>abela</w:t></w:r><w:r w:rsidRPr="00B33A40"><w:rPr><w:b/><w:bCs/><w:sz w:val="24"/></w:rPr><w:t xml:space="preserve"> 1</w:t></w:r><w:r w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/></w:rPr><w:t>:</w:t></w:r><w:r w:rsidR="00B7417B" w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:r w:rsidRPr="00B33A40"><w:rPr><w:caps w:val="0"/><w:sz w:val="24"/></w:rPr><w:t>características das bases de dados analisadas</w:t></w:r><w:bookmarkEnd w:id="4"/></w:p><w:tbl><w:tblPr><w:tblStyle w:val="TableNormal"/><w:tblW w:w="9048" w:type="dxa"/><w:tblInd w:w="0" w:type="dxa"/><w:tblLook w:val="04A0" w:firstRow="1" w:lastRow="0" w:firstColumn="1" w:lastColumn="0" w:noHBand="0" w:noVBand="1"/></w:tblPr><w:tblGrid><w:gridCol w:w="2455"/><w:gridCol w:w="4317"/><w:gridCol w:w="1183"/><w:gridCol w:w="1093"/></w:tblGrid><w:tr w:rsidR="00B7417B" w:rsidRPr="00B33A40" w14:paraId="056376B4" w14:textId="77777777" w:rsidTr="00AD4EB0"><w:trPr><w:trHeight w:val="364"/></w:trPr><w:tc><w:tcPr><w:tcW w:w="2406" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="75DC1FB0" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00B332F8"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:b/><w:bCs/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:bookmarkStart w:id="5" w:name="RANGE!A1:C5"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:b/><w:bCs/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>Base de Dados</w:t></w:r><w:bookmarkEnd w:id="5"/></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="4398" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="18B89A14" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00B332F8"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:b/><w:bCs/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:b/><w:bCs/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>Descrição da Base de Dados</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1167" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="7CFB9D8B" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00B332F8"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:b/><w:bCs/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:b/><w:bCs/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>Nº de Instâncias</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1077" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="5BD7EB1C" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00B332F8"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:b/><w:bCs/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:b/><w:bCs/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>Nº de Atributos</w:t></w:r></w:p></w:tc></w:tr><w:tr w:rsidR="00B7417B" w:rsidRPr="00B33A40" w14:paraId="7A570042" w14:textId="77777777" w:rsidTr="00AD4EB0"><w:trPr><w:trHeight w:val="227"/></w:trPr><w:tc><w:tcPr><w:tcW w:w="2406" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="53CD8F96" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00256325"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>Ford_Dados</w:t></w:r><w:proofErr w:type="gramStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>_Brutos</w:t></w:r><w:proofErr w:type="spellEnd"/><w:proofErr w:type="gramEnd"/></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="4398" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="100A502D" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00256325"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>Base de dados sem nenhum tratamento dos dados.</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1167" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders><w:noWrap/><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="76B28A4A" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00B332F8"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>430</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1077" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders><w:noWrap/><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="3A701EB6" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00B332F8"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>2</w:t></w:r></w:p></w:tc></w:tr><w:tr w:rsidR="00B7417B" w:rsidRPr="00B33A40" w14:paraId="4055923A" w14:textId="77777777" w:rsidTr="00AD4EB0"><w:trPr><w:trHeight w:val="582"/></w:trPr><w:tc><w:tcPr><w:tcW w:w="2406" w:type="dxa"/><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="76B1E380" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00256325"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>Ford</w:t></w:r><w:proofErr w:type="gramStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>_Com</w:t></w:r><w:proofErr w:type="gramEnd"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>_StopWords</w:t></w:r><w:proofErr w:type="spellEnd"/></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="4398" w:type="dxa"/><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="2171ABB3" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00256325"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t xml:space="preserve">Base de dados com padronização de minúsculas, abreviações, </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>emoticons</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t xml:space="preserve">, retirada de caracteres especiais e de acentuação. Mantendo-se os </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>StopWords</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>.</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1167" w:type="dxa"/><w:noWrap/><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="20D4B1CB" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00B332F8"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>1241</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1077" w:type="dxa"/><w:noWrap/><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="1AB58254" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00B332F8"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>2</w:t></w:r></w:p></w:tc></w:tr><w:tr w:rsidR="00B7417B" w:rsidRPr="00B33A40" w14:paraId="29FF5761" w14:textId="77777777" w:rsidTr="00AD4EB0"><w:trPr><w:trHeight w:val="582"/></w:trPr><w:tc><w:tcPr><w:tcW w:w="2406" w:type="dxa"/><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="745B5F4E" w14:textId="77777777" w:rsidR="00AD4EB0" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00256325"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr><w:t>Ford_Sem_StopWords</w:t></w:r><w:proofErr w:type="spellEnd"/></w:p><w:p w14:paraId="2DD7A060" w14:textId="7F121923" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00256325"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr><w:t>_</w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr><w:t>sem_nao</w:t></w:r><w:proofErr w:type="spellEnd"/></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="4398" w:type="dxa"/><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="44304C88" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00256325"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t xml:space="preserve">Base de dados com padronização de minúsculas, abreviações, </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>emoticons</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t xml:space="preserve">, retirada de caracteres especiais e de acentuação. Retirando-se os </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>StopWords</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>, inclusive o "</w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>nao</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>".</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1167" w:type="dxa"/><w:noWrap/><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="0BF4C617" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00B332F8"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>806</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1077" w:type="dxa"/><w:noWrap/><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="48601B2D" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00B332F8"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>2</w:t></w:r></w:p></w:tc></w:tr><w:tr w:rsidR="00B7417B" w:rsidRPr="00B33A40" w14:paraId="74EC972E" w14:textId="77777777" w:rsidTr="00AD4EB0"><w:trPr><w:trHeight w:val="594"/></w:trPr><w:tc><w:tcPr><w:tcW w:w="2406" w:type="dxa"/><w:tcBorders><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="4BA4AEB6" w14:textId="77777777" w:rsidR="00AD4EB0" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00256325"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr><w:t>Ford_Sem_StopWords</w:t></w:r><w:proofErr w:type="spellEnd"/></w:p><w:p w14:paraId="43C7E966" w14:textId="70641C75" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00256325"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr><w:t>_</w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr><w:t>com_nao</w:t></w:r><w:proofErr w:type="spellEnd"/></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="4398" w:type="dxa"/><w:tcBorders><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="6751BAA1" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00256325"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t xml:space="preserve">Base de dados com padronização de minúsculas, abreviações, </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>emoticons</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t xml:space="preserve">, retirada de caracteres especiais e de acentuação. 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w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="4571A4C1" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00B332F8"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>843</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1077" w:type="dxa"/><w:tcBorders><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders><w:noWrap/><w:vAlign w:val="center"/><w:hideMark/></w:tcPr><w:p w14:paraId="33CA5A07" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00B33A40" w:rsidRDefault="00B7417B" w:rsidP="00B332F8"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:rFonts w:eastAsia="Times New 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w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> autor</w:t></w:r><w:r w:rsidR="00C07B81" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>es</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> (2018).</w:t></w:r></w:p><w:p w14:paraId="0903FCD6" w14:textId="77777777" w:rsidR="00B7417B" w:rsidRPr="00017F65" w:rsidRDefault="00B7417B" w:rsidP="00B7417B"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="1668385B" w14:textId="4F83BD78" w:rsidR="000A6F86" w:rsidRPr="00017F65" w:rsidRDefault="00381A16" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:lastRenderedPageBreak/><w:t>O fluxo do trabalho</w:t></w:r><w:r w:rsidR="00CE06DD" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> explicitando etapas, ferramentas e as funcionalidades destes está apresentado n</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">a </w:t></w:r><w:r w:rsidR="00C049BF" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>F</w:t></w:r><w:r w:rsidR="00B33A40" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>igura</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> 1.</w:t></w:r></w:p><w:p w14:paraId="35EEE8F0" w14:textId="3721E0AD" w:rsidR="00C07B81" w:rsidRPr="00017F65" w:rsidRDefault="00C07B81" w:rsidP="00C07B81"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:bCs/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Figura 1:</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> Fluxo adotado na pesquisa: etapas e ferramentas</w:t></w:r></w:p><w:p w14:paraId="177F553E" w14:textId="24666D73" w:rsidR="00381A16" w:rsidRPr="00017F65" w:rsidRDefault="00381A16" w:rsidP="00C07B81"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:noProof/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:drawing><wp:inline distT="0" distB="0" distL="0" distR="0" wp14:anchorId="36BC38FF" wp14:editId="38E5A87E"><wp:extent cx="3865532" cy="2347950"/><wp:effectExtent l="0" t="0" r="1905" b="0"/><wp:docPr id="3" name="Imagem 3"/><wp:cNvGraphicFramePr><a:graphicFrameLocks xmlns:a="http://schemas.openxmlformats.org/drawingml/2006/main" noChangeAspect="1"/></wp:cNvGraphicFramePr><a:graphic xmlns:a="http://schemas.openxmlformats.org/drawingml/2006/main"><a:graphicData uri="http://schemas.openxmlformats.org/drawingml/2006/picture"><pic:pic xmlns:pic="http://schemas.openxmlformats.org/drawingml/2006/picture"><pic:nvPicPr><pic:cNvPr id="0" name="Picture 2"/><pic:cNvPicPr><a:picLocks noChangeAspect="1" noChangeArrowheads="1"/></pic:cNvPicPr></pic:nvPicPr><pic:blipFill><a:blip r:embed="rId9" cstate="print"><a:extLst><a:ext uri="{28A0092B-C50C-407E-A947-70E740481C1C}"><a14:useLocalDpi xmlns:a14="http://schemas.microsoft.com/office/drawing/2010/main" val="0"/></a:ext></a:extLst></a:blip><a:srcRect/><a:stretch><a:fillRect/></a:stretch></pic:blipFill><pic:spPr bwMode="auto"><a:xfrm><a:off x="0" y="0"/><a:ext cx="3884364" cy="2359389"/></a:xfrm><a:prstGeom prst="rect"><a:avLst/></a:prstGeom><a:noFill/></pic:spPr></pic:pic></a:graphicData></a:graphic></wp:inline></w:drawing></w:r></w:p><w:p w14:paraId="78008CE6" w14:textId="5CE733C0" w:rsidR="00B33A40" w:rsidRPr="00017F65" w:rsidRDefault="00B33A40" w:rsidP="00B33A40"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">                </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Fonte: Os autores (2018).</w:t></w:r></w:p><w:p w14:paraId="08819AC4" w14:textId="77777777" w:rsidR="00C07B81" w:rsidRPr="00017F65" w:rsidRDefault="00C07B81" w:rsidP="00381A16"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="5A04AD4B" w14:textId="5688BAD6" w:rsidR="0032645E" w:rsidRPr="00017F65" w:rsidRDefault="0032645E" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">A </w:t></w:r><w:r w:rsidR="004B292E" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>T</w:t></w:r><w:r w:rsidR="00B33A40" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>abela</w:t></w:r><w:r w:rsidR="004B292E" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:r w:rsidR="00B7417B" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>2</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> apresenta as taxas de acertos de cada um dos métodos utilizados</w:t></w:r><w:r w:rsidR="0010697C" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> e percebe-se o algoritmo SMO obteve melhores resultados de taxas de acertos nas 4 bases submetidas para análise. Para a base bruta o percentual de taxa de acerto de instâncias classificadas corretamente foi de 73,3% utilizando o algoritmo SMO, 68,4% com o algoritmo J48 e 67,4% com o algoritmo </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="0010697C" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Naïve</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="0010697C" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="0010697C" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Bayes</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="0010697C" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r></w:p><w:p w14:paraId="52F89CA5" w14:textId="3D43D45E" w:rsidR="00C07B81" w:rsidRPr="00017F65" w:rsidRDefault="00C07B81" w:rsidP="00C07B81"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:bCs/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Tabela </w:t></w:r><w:r w:rsidR="00B332F8" w:rsidRPr="00017F65"><w:rPr><w:b/><w:bCs/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>2</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:bCs/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>:</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:r w:rsidR="00D37A58" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Taxas de acertos dos três métodos utilizados</w:t></w:r></w:p><w:tbl><w:tblPr><w:tblStyle w:val="Tabelacomgrade"/><w:tblW w:w="0" w:type="auto"/><w:tblBorders><w:top w:val="none" w:sz="0" w:space="0" w:color="auto"/><w:left w:val="none" w:sz="0" w:space="0" w:color="auto"/><w:bottom w:val="none" w:sz="0" w:space="0" w:color="auto"/><w:right w:val="none" w:sz="0" w:space="0" w:color="auto"/><w:insideH w:val="none" w:sz="0" w:space="0" w:color="auto"/><w:insideV w:val="none" w:sz="0" w:space="0" w:color="auto"/></w:tblBorders><w:tblLook w:val="04A0" w:firstRow="1" w:lastRow="0" w:firstColumn="1" w:lastColumn="0" w:noHBand="0" w:noVBand="1"/></w:tblPr><w:tblGrid><w:gridCol w:w="3778"/><w:gridCol w:w="1771"/><w:gridCol w:w="1762"/><w:gridCol w:w="1762"/></w:tblGrid><w:tr w:rsidR="00710321" w:rsidRPr="00B33A40" w14:paraId="11100402" w14:textId="77777777" w:rsidTr="00710321"><w:tc><w:tcPr><w:tcW w:w="3185" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders></w:tcPr><w:p w14:paraId="4BB4D29D" w14:textId="73CB1863" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:b/><w:bCs/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:b/><w:bCs/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>Bases de Dados</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1966" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders></w:tcPr><w:p w14:paraId="7300A5C7" w14:textId="372FE6EB" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:b/><w:bCs/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:b/><w:bCs/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>Naïve</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:b/><w:bCs/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:b/><w:bCs/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>Bayes</w:t></w:r><w:proofErr w:type="spellEnd"/></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1961" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders></w:tcPr><w:p w14:paraId="7AE4ADD6" w14:textId="4D16921D" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:b/><w:bCs/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:b/><w:bCs/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>SMO</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1961" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders></w:tcPr><w:p w14:paraId="31EDF656" w14:textId="7617D0C1" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:b/><w:bCs/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:b/><w:bCs/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>J48</w:t></w:r></w:p></w:tc></w:tr><w:tr w:rsidR="00710321" w:rsidRPr="00B33A40" w14:paraId="1F65F444" w14:textId="77777777" w:rsidTr="00710321"><w:tc><w:tcPr><w:tcW w:w="3185" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders><w:vAlign w:val="center"/></w:tcPr><w:p w14:paraId="2E766E22" w14:textId="6CD44591" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>Ford_Dados</w:t></w:r><w:proofErr w:type="gramStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>_Brutos</w:t></w:r><w:proofErr w:type="spellEnd"/><w:proofErr w:type="gramEnd"/></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1966" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders></w:tcPr><w:p w14:paraId="106BEB0B" w14:textId="05796395" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>67,4%</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1961" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders></w:tcPr><w:p w14:paraId="1724AC90" w14:textId="3E383727" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>73,3%</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1961" w:type="dxa"/><w:tcBorders><w:top w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders></w:tcPr><w:p w14:paraId="74FCC030" w14:textId="00EEFB3E" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>68,4%</w:t></w:r></w:p></w:tc></w:tr><w:tr w:rsidR="00710321" w:rsidRPr="00B33A40" w14:paraId="20E5EE4C" w14:textId="77777777" w:rsidTr="00710321"><w:tc><w:tcPr><w:tcW w:w="3185" w:type="dxa"/><w:vAlign w:val="center"/></w:tcPr><w:p w14:paraId="25588DE0" w14:textId="267DB27B" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>Ford</w:t></w:r><w:proofErr w:type="gramStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>_Com</w:t></w:r><w:proofErr w:type="gramEnd"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>_StopWords</w:t></w:r><w:proofErr w:type="spellEnd"/></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1966" w:type="dxa"/></w:tcPr><w:p w14:paraId="5147948E" w14:textId="7A41AE25" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>76,2%</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1961" w:type="dxa"/></w:tcPr><w:p w14:paraId="421ADEAE" w14:textId="1E1B32F3" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>93,4%</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1961" w:type="dxa"/></w:tcPr><w:p w14:paraId="1BDDA3E9" w14:textId="082233C8" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>86,7%</w:t></w:r></w:p></w:tc></w:tr><w:tr w:rsidR="00710321" w:rsidRPr="00B33A40" w14:paraId="5AEED757" w14:textId="77777777" w:rsidTr="00710321"><w:tc><w:tcPr><w:tcW w:w="3185" w:type="dxa"/><w:vAlign w:val="center"/></w:tcPr><w:p w14:paraId="2FF3AC7B" w14:textId="3F34D441" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr><w:t>Ford_Sem_StopWords_sem_nao</w:t></w:r><w:proofErr w:type="spellEnd"/></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1966" w:type="dxa"/></w:tcPr><w:p w14:paraId="322CC07A" w14:textId="314E6276" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>69,9%</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1961" w:type="dxa"/></w:tcPr><w:p w14:paraId="79E0E155" w14:textId="19BD1D15" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>83,9%</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1961" w:type="dxa"/></w:tcPr><w:p w14:paraId="433171FD" w14:textId="3BC49361" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>77,9%</w:t></w:r></w:p></w:tc></w:tr><w:tr w:rsidR="00710321" w:rsidRPr="00B33A40" w14:paraId="73673685" w14:textId="77777777" w:rsidTr="00710321"><w:tc><w:tcPr><w:tcW w:w="3185" w:type="dxa"/><w:tcBorders><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders><w:vAlign w:val="center"/></w:tcPr><w:p w14:paraId="17C81C0B" w14:textId="68BF8499" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00B33A40"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="24"/><w:szCs w:val="24"/><w:lang w:val="en-US"/></w:rPr><w:t>Ford_Sem_StopWords_com_nao</w:t></w:r><w:proofErr w:type="spellEnd"/></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1966" w:type="dxa"/><w:tcBorders><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders></w:tcPr><w:p w14:paraId="72E89A00" w14:textId="337430F1" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>68,6%</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1961" w:type="dxa"/><w:tcBorders><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders></w:tcPr><w:p w14:paraId="6068E131" w14:textId="7255CA17" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>87,3%</w:t></w:r></w:p></w:tc><w:tc><w:tcPr><w:tcW w:w="1961" w:type="dxa"/><w:tcBorders><w:bottom w:val="single" w:sz="4" w:space="0" w:color="auto"/></w:tcBorders></w:tcPr><w:p w14:paraId="329403EC" w14:textId="3EEE4057" w:rsidR="00710321" w:rsidRPr="00B33A40" w:rsidRDefault="00710321" w:rsidP="00C049BF"><w:pPr><w:spacing w:before="120" w:after="120"/><w:jc w:val="center"/><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr></w:pPr><w:r w:rsidRPr="00B33A40"><w:rPr><w:sz w:val="24"/><w:szCs w:val="24"/></w:rPr><w:t>76,6%</w:t></w:r></w:p></w:tc></w:tr></w:tbl><w:p w14:paraId="1CF70F2F" w14:textId="47FC5DA6" w:rsidR="0032645E" w:rsidRPr="00017F65" w:rsidRDefault="00C07B81" w:rsidP="00C07B81"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Fonte: Os autores (2018)</w:t></w:r></w:p><w:p w14:paraId="7740A9D0" w14:textId="7CE3DA31" w:rsidR="0010697C" w:rsidRPr="00017F65" w:rsidRDefault="0010697C" w:rsidP="0010697C"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:tab/><w:t xml:space="preserve">A respeito dos resultados de grau de confiabilidade intermediária atribuído pela estatística </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Kappa</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">, para a base de dados bruta o grau encontrado foi “moderado” para os 3 algoritmos. Para a base em que se </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:lastRenderedPageBreak/><w:t xml:space="preserve">manteve os </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:i/><w:iCs/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>stopwords</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> o grau foi “muito bom” para o algoritmo SMO, “bom” para o algoritmo J48 e “moderado para o algoritmo </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Naïve</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Bayes</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">. Para a base que teve a retirada de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>stopwords</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> inclusive o “</w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>nao</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">” o grau encontrado foi “bom” para os algoritmos SMO e J48 e “moderado” para o algoritmo </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Naïve</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Bayes</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">. Para a base que teve a retirada de </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>stopwords</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> excetuando o “não”, o grau foi “bom” unicamente para o algoritmo SMO e “moderado” para os algoritmos J48 e </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Naïve</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Bayes</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r></w:p><w:p w14:paraId="156FC83A" w14:textId="4A87E3D3" w:rsidR="00152D4B" w:rsidRPr="00017F65" w:rsidRDefault="00152D4B" w:rsidP="0010697C"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:tab/><w:t xml:space="preserve">Para verificação dos indicadores de satisfação do consumidor, foram </w:t></w:r><w:r w:rsidR="005773C8" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">avaliados os </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">termos negativos e positivos classificados na análise do </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Semantria</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidR="005773C8" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> por meio </w:t></w:r><w:r w:rsidR="001D38DA" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>da frequência</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> das palavras e a presença de alguns objetivos de desempenh</w:t></w:r><w:r w:rsidR="005773C8" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>o</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r></w:p><w:p w14:paraId="38939261" w14:textId="4EE7F1D5" w:rsidR="00152D4B" w:rsidRPr="00017F65" w:rsidRDefault="00152D4B" w:rsidP="00152D4B"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="720"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Tomando como exemplo a Base </w:t></w:r><w:bookmarkStart w:id="6" w:name="_Hlk67575616"/><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Ford_Dados_Brutos</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:bookmarkEnd w:id="6"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>que gerou 430 instâncias, sendo 137 negativas, 196 neutras e 97 positivas</w:t></w:r><w:r w:rsidR="005773C8" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>, a</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">s maiores </w:t></w:r><w:r w:rsidR="005773C8" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>frequências</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> são encontradas nas palavras: “problema” com 27 ocorrências (19,7%), “problemas” com 7 ocorrências (5%), “defeito” com 6 ocorrências (4%), “reclamações” com 5 ocorrências (3%), “falta” com 4 ocorrências (3%), “péssimo” com 3 ocorrências (2%) e “prejuízo” com 3 ocorrências (2%). Destes 7 (sete) termos com maior frequência, 2 deles denotam relação direta com objetivos de desempenho: “defeito”, atrelado ao objetivo qualidade, que se relaciona com a não conformidade de especificações de produto e “prejuízo”, que pode estar relacionado com custo, que também é um dos cinco objetivos de desempenho nos indicadores de satisfação.</w:t></w:r></w:p><w:p w14:paraId="510126B7" w14:textId="6699D1A2" w:rsidR="001D38DA" w:rsidRPr="00017F65" w:rsidRDefault="001D38DA" w:rsidP="001D38DA"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="720"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Uma vez que a teoria afirma que a qualidade está relacionada às expectativas do consumidor, a constatação dos termos “lindo”, “bom”, “confortável” e “conforto” </w:t></w:r><w:r w:rsidR="00E214D6" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>(</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>quando gerada a nuvem de palavras com os 97 termos positivos</w:t></w:r><w:r w:rsidR="00E214D6" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>)</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> pode indicar a satisfação do consumidor com os produtos e serviços da empresa em questão.</w:t></w:r></w:p><w:p w14:paraId="0BCB9F0E" w14:textId="5B6C007E" w:rsidR="00C049BF" w:rsidRPr="00017F65" w:rsidRDefault="00C049BF" w:rsidP="00C049BF"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:bCs/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:lastRenderedPageBreak/><w:t>Figura 2:</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> Nuvem de palavras </w:t></w:r><w:r w:rsidR="0086034B" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">dos 97 termos positivos da base </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="0086034B" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Ford_Dados</w:t></w:r><w:proofErr w:type="gramStart"/><w:r w:rsidR="0086034B" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>_Brutos</w:t></w:r><w:proofErr w:type="spellEnd"/><w:proofErr w:type="gramEnd"/></w:p><w:p w14:paraId="284F59BA" w14:textId="7B5B09B6" w:rsidR="001D38DA" w:rsidRPr="00017F65" w:rsidRDefault="001D38DA" w:rsidP="00C049BF"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:noProof/><w:color w:val="0000FF"/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:drawing><wp:inline distT="0" distB="0" distL="0" distR="0" wp14:anchorId="21777C55" wp14:editId="2EA65AC2"><wp:extent cx="4389366" cy="2466871"/><wp:effectExtent l="0" t="0" r="0" b="0"/><wp:docPr id="85" name="Imagem 85"/><wp:cNvGraphicFramePr><a:graphicFrameLocks xmlns:a="http://schemas.openxmlformats.org/drawingml/2006/main" noChangeAspect="1"/></wp:cNvGraphicFramePr><a:graphic xmlns:a="http://schemas.openxmlformats.org/drawingml/2006/main"><a:graphicData uri="http://schemas.openxmlformats.org/drawingml/2006/picture"><pic:pic xmlns:pic="http://schemas.openxmlformats.org/drawingml/2006/picture"><pic:nvPicPr><pic:cNvPr id="85" name="positivo.png"/><pic:cNvPicPr/></pic:nvPicPr><pic:blipFill><a:blip r:embed="rId10" cstate="print"><a:extLst><a:ext uri="{28A0092B-C50C-407E-A947-70E740481C1C}"><a14:useLocalDpi xmlns:a14="http://schemas.microsoft.com/office/drawing/2010/main" val="0"/></a:ext></a:extLst></a:blip><a:stretch><a:fillRect/></a:stretch></pic:blipFill><pic:spPr><a:xfrm><a:off x="0" y="0"/><a:ext cx="4407412" cy="2477013"/></a:xfrm><a:prstGeom prst="rect"><a:avLst/></a:prstGeom></pic:spPr></pic:pic></a:graphicData></a:graphic></wp:inline></w:drawing></w:r></w:p><w:p w14:paraId="3AFB5200" w14:textId="77777777" w:rsidR="00B332F8" w:rsidRPr="00017F65" w:rsidRDefault="00B332F8" w:rsidP="00B332F8"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:jc w:val="center"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Fonte: Os autores (2018)</w:t></w:r></w:p><w:p w14:paraId="405112AE" w14:textId="77777777" w:rsidR="00B33A40" w:rsidRDefault="00B33A40" w:rsidP="001D38DA"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="720"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="3CFC33A0" w14:textId="0C089537" w:rsidR="00152D4B" w:rsidRPr="00017F65" w:rsidRDefault="00C049BF" w:rsidP="001D38DA"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="720"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Desta forma</w:t></w:r><w:r w:rsidR="001D38DA" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>, a fidelidade dos consumidores para com uma marca, diretamente relacionada às percepções a respeito de um produto de uma marca à qual eles constroem sentimentos favoráveis (KOTLER, 2012) pode ser observada pela presença de termos “bom”, “lindo”, “sonho”, “maravilhoso” e “amo”, entre outros</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> na nuvem de palavras (FIGURA 2)</w:t></w:r><w:r w:rsidR="001D38DA" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r></w:p><w:p w14:paraId="715CCA12" w14:textId="77777777" w:rsidR="001D38DA" w:rsidRPr="00017F65" w:rsidRDefault="001D38DA" w:rsidP="001D38DA"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="720"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="7E309E45" w14:textId="615C5113" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:jc w:val="both"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>4 CONSIDERAÇ</w:t></w:r><w:r w:rsidR="005D655A" w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Õ</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>ES</w:t></w:r><w:r w:rsidR="005D655A" w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> FINAIS</w:t></w:r></w:p><w:p w14:paraId="093AA96A" w14:textId="77777777" w:rsidR="00B33A40" w:rsidRDefault="00AD2E9D" w:rsidP="00AD4EB0"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="61487ED3" w14:textId="014683CB" w:rsidR="00AD4EB0" w:rsidRPr="00017F65" w:rsidRDefault="00470AEF" w:rsidP="00AD4EB0"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Uma vez que a quantidade de informações contidas na Web tem um crescimento constante e diante desse enorme volume de dados a dificuldade de pessoas poderem explorá-las é cada vez maior, a utilização de máquinas e processamento de linguagem natural por meio do uso da mineração de opinião pode ser uma alternativa muito útil para mensurar a (in)satisfação dos consumidores de forma mais ágil e prática. </w:t></w:r><w:r w:rsidR="00AD4EB0" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Percebe-se, pela pesquisa realizada nas bases de periódicos, o interesse </w:t></w:r><w:r w:rsidR="00AD4EB0" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:lastRenderedPageBreak/><w:t xml:space="preserve">crescente de pesquisadores no </w:t></w:r><w:proofErr w:type="gramStart"/><w:r w:rsidR="00AD4EB0" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>tema</w:t></w:r><w:proofErr w:type="gramEnd"/><w:r w:rsidR="00AD4EB0" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> mas a pouca representatividade dos pesquisadores brasileiros no panorama mundial.</w:t></w:r></w:p><w:p w14:paraId="55A50EA3" w14:textId="33DF363E" w:rsidR="00470AEF" w:rsidRPr="00017F65" w:rsidRDefault="00470AEF" w:rsidP="00470AEF"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">Considera-se que, para fins acadêmicos, as bases utilizadas e os diversos procedimentos que envolveram o pré-processamento, a mineração de opinião e a avaliação dos resultados obtidos, poderá destacar a importância do monitoramento do grau de (in) satisfação dos clientes quanto aos produtos e serviços fornecidos pelas organizações. Ao mesmo tempo, com a descoberta de conhecimento em dados pela mineração de opinião e os padrões encontrados nas análises efetuadas, é possível serem geradas informações que podem ser de utilidade e valor para as empresas, tais como: a busca de tendências de mercado, requisitos de clientes, aprimoramentos e melhorias, bem como recomendações e sugestões que os consumidores deixam registrados nas mídias sociais. </w:t></w:r></w:p><w:p w14:paraId="642A1D8D" w14:textId="56D9AC86" w:rsidR="00470AEF" w:rsidRPr="00017F65" w:rsidRDefault="00470AEF" w:rsidP="00470AEF"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Como sugestão para trabalhos futuros, recomenda-se aplicar este estudo utilizando-se uma base de dados SAC</w:t></w:r><w:r w:rsidR="009C290F" w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> (Serviço de Atendimento ao Consumidor)</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>, onde existem algumas características distintas das encontradas em bases SAC 2.0 como linguagens mais padronizadas e especializadas (linguagens documentais) e registros textuais que permitam um menor esforço de pré-processamento por serem efetuados por profissionais especializados e treinados para conduzir este trabalho.</w:t></w:r></w:p><w:p w14:paraId="08A7024A" w14:textId="77777777" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:spacing w:line="360" w:lineRule="auto"/><w:ind w:firstLine="700"/><w:jc w:val="both"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="0A0F90CD" w14:textId="77777777" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:jc w:val="center"/><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>REFERÊNCIAS</w:t></w:r></w:p><w:p w14:paraId="1232B9A1" w14:textId="77777777" w:rsidR="006744CD" w:rsidRPr="00017F65" w:rsidRDefault="00AD2E9D" w:rsidP="005D655A"><w:pPr><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r></w:p><w:p w14:paraId="321DAA4C" w14:textId="1035441E" w:rsidR="0094132A" w:rsidRDefault="0094132A" w:rsidP="00B33A40"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">KOTLER, P. </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:bCs/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Administração de marketing</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>. 10. ed. São Paulo: Afiliada, 2012.</w:t></w:r></w:p><w:p w14:paraId="6682F62F" w14:textId="77777777" w:rsidR="00B33A40" w:rsidRPr="00017F65" w:rsidRDefault="00B33A40" w:rsidP="00B33A40"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="48C194F8" w14:textId="5F654431" w:rsidR="00DA5E73" w:rsidRPr="00017F65" w:rsidRDefault="00DA5E73" w:rsidP="00B33A40"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>LIMA, A</w:t></w:r><w:r w:rsidR="00B33A40"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> P</w:t></w:r><w:r w:rsidR="00B33A40"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> L</w:t></w:r><w:r w:rsidR="00B33A40"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>.</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:r w:rsidRPr="00B33A40"><w:rPr><w:i/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>et al</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">. </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:bCs/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Comportamento do consumidor</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">. </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>Porto Alegre: SAGAH, 2019.</w:t></w:r></w:p><w:p w14:paraId="629E7B30" w14:textId="36EFADE3" w:rsidR="0094132A" w:rsidRPr="00017F65" w:rsidRDefault="0094132A" w:rsidP="00B33A40"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:lastRenderedPageBreak/><w:t xml:space="preserve">LIU, B. </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:bCs/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>Sentiment analysis</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve">: mining opinions, sentiments and emotions. </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">New York: Cambridge </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>University</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>, 2015.</w:t></w:r></w:p><w:p w14:paraId="562CD99D" w14:textId="77777777" w:rsidR="00B33A40" w:rsidRDefault="00B33A40" w:rsidP="00B33A40"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="396F3318" w14:textId="4AF5E3B1" w:rsidR="005C661F" w:rsidRPr="00017F65" w:rsidRDefault="005C661F" w:rsidP="00B33A40"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">MERLO, E.; CERIBELI, H. </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:bCs/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Comportamento do consumidor</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>. Rio de Janeiro: LTC, 2014.</w:t></w:r></w:p><w:p w14:paraId="08CEB289" w14:textId="77777777" w:rsidR="00B33A40" w:rsidRDefault="00B33A40" w:rsidP="00B33A40"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="62330B71" w14:textId="11A52D7C" w:rsidR="00DA5E73" w:rsidRPr="00017F65" w:rsidRDefault="00FB5201" w:rsidP="00B33A40"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">RECUERO, R. </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:b/><w:bCs/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Redes Sociais na Internet</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>. Porto Alegre: Ed. Sulina, 2009.</w:t></w:r></w:p><w:p w14:paraId="36BB3244" w14:textId="77777777" w:rsidR="00B33A40" w:rsidRDefault="00B33A40" w:rsidP="00B33A40"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr></w:pPr></w:p><w:p w14:paraId="317752FF" w14:textId="58620FDB" w:rsidR="0094132A" w:rsidRPr="00017F65" w:rsidRDefault="0094132A" w:rsidP="00B33A40"><w:pPr><w:spacing w:line="240" w:lineRule="auto"/><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr></w:pPr><w:r w:rsidRPr="00017F65"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">SCHIESSL, M.; BRÄSCHER, M. Descoberta de conhecimento em texto aplicada a um sistema de atendimento ao consumidor. </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:b/><w:bCs/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>Revista Ibero-Americana de Ciência da Informação</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:b/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>,</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve"> v. 4, n. 2, 2011. Disponível em: </w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t>http://periodicos.unb.br/ojs311/index.php/RICI/article/view/1682/1481</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/></w:rPr><w:t xml:space="preserve">. </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>Acesso</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidRPr="00017F65"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>em</w:t></w:r><w:proofErr w:type="spellEnd"/><w:r w:rsidRPr="00017F65"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>: 2</w:t></w:r><w:r w:rsidR="00DC12BD" w:rsidRPr="00017F65"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>3</w:t></w:r><w:r w:rsidRPr="00017F65"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t xml:space="preserve"> </w:t></w:r><w:proofErr w:type="spellStart"/><w:r w:rsidR="00DC12BD" w:rsidRPr="00017F65"><w:rPr><w:rFonts w:eastAsia="Times New Roman"/><w:color w:val="000000"/><w:sz w:val="28"/><w:szCs w:val="28"/><w:lang w:val="en-US"/></w:rPr><w:t>fev</w:t></w:r><w:proofErr 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Acesso em: 26 mar. 2021.</w:t></w:r></w:p></w:footnote><w:footnote w:id="2"><w:p w14:paraId="5D7287DD" w14:textId="0FC1C34A" w:rsidR="00E3251C" w:rsidRPr="006E49B8" w:rsidRDefault="00E3251C"><w:pPr><w:pStyle w:val="Textodenotaderodap"/></w:pPr><w:r w:rsidRPr="006E49B8"><w:rPr><w:rStyle w:val="Refdenotaderodap"/></w:rPr><w:footnoteRef/></w:r><w:r w:rsidRPr="006E49B8"><w:t xml:space="preserve"> STATISTA. Disponível em: </w:t></w:r><w:hyperlink r:id="rId2" w:history="1"><w:r w:rsidRPr="006E49B8"><w:rPr><w:rStyle w:val="Hyperlink"/></w:rPr><w:t>https://www.statista.com/statistics/272014/global-social-networks-ranked-by-number-of-users/</w:t></w:r></w:hyperlink><w:r w:rsidRPr="006E49B8"><w:t>. 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