<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1646-9895</journal-id>
<journal-title><![CDATA[RISTI - Revista Ibérica de Sistemas e Tecnologias de Informação]]></journal-title>
<abbrev-journal-title><![CDATA[RISTI]]></abbrev-journal-title>
<issn>1646-9895</issn>
<publisher>
<publisher-name><![CDATA[AISTI - Associação Ibérica de Sistemas e Tecnologias de Informação]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1646-98952020000500112</article-id>
<article-id pub-id-type="doi">10.17013/risti.40.112-127</article-id>
<title-group>
<article-title xml:lang="pt"><![CDATA[Garantia de Privacidade Versus Utilidade dos Dados em Anonimização: um estudo no ensino superior]]></article-title>
<article-title xml:lang="en"><![CDATA[Privacy Preserving Versus Utility Preserving in Data Anonymization: a study in higher education]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Prata]]></surname>
<given-names><![CDATA[Paula]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
<xref ref-type="aff" rid="Aaf"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ferrão]]></surname>
<given-names><![CDATA[Maria Eugénia]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
<xref ref-type="aff" rid="Aaf"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Santos]]></surname>
<given-names><![CDATA[Wilson]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
<xref ref-type="aff" rid="Aaf"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Sousa]]></surname>
<given-names><![CDATA[Gonçalo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidade da Beira Interior  ]]></institution>
<addr-line><![CDATA[Covilhã ]]></addr-line>
<country>Portugal</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidade da Beira Interior Instituto de Telecomunicações (IT-UBI) ]]></institution>
<addr-line><![CDATA[Covilhã ]]></addr-line>
<country>Portugal</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,CEMAPRE REM - Research in Economics and Mathematics ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Portugal</country>
</aff>
<pub-date pub-type="pub">
<day>31</day>
<month>12</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="epub">
<day>31</day>
<month>12</month>
<year>2020</year>
</pub-date>
<numero>40</numero>
<fpage>112</fpage>
<lpage>127</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.pt/scielo.php?script=sci_arttext&amp;pid=S1646-98952020000500112&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.pt/scielo.php?script=sci_abstract&amp;pid=S1646-98952020000500112&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.pt/scielo.php?script=sci_pdf&amp;pid=S1646-98952020000500112&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="pt"><p><![CDATA[Resumo No mundo digital, toda a atividade humana deixa um rasto de dados que constitui um recurso cada vez mais valioso, para avaliação e definição de estratégias nos mais variados domínios. A partilha desses dados, sendo socialmente importante, implica o respeito pela privacidade individual e portanto a sua anonimização. As atuais leis e regulamentos sobre privacidade oferecem orientações limitadas para lidar com um vasto leque de tipos de dados, ou com técnicas de reidentificação. Este trabalho pretende ilustrar um processo de anonimização, comparando para vários modelos de privacidade a perda de informação e a utilidade do conjunto de dados resultante. Encontrar o equilíbrio entre privacidade e utilidade é um desafio que pode ser mais facilmente alcançado por quem melhor conhece o significado dos dados e dos objetivos que se pretendem alcançar com eles.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract In the digital world, all human activity leaves a trace of data that is growingly valued for the evaluation and definition of strategies in varied domains. The sharing of those data, being socially relevant, implies the respect for individual privacy and so, its anonymization. The current laws and regulations about privacy offer limited guidance to deal with the vast range of datatypes or with techniques of re-identification. This work aims at illustrating a process of anonymization, comparing to several models of privacy, the loss of information and the usefulness of that dataset resulting from the anonymization. Finding a balance between privacy and utility is a challenge that can be more easily found by those who know better the meaning of the data and objectives aimed at.]]></p></abstract>
<kwd-group>
<kwd lng="pt"><![CDATA[Anonimização de dados, k-anonimato]]></kwd>
<kwd lng="pt"><![CDATA[&#8467;-diversidade]]></kwd>
<kwd lng="pt"><![CDATA[t-proximidade]]></kwd>
<kwd lng="pt"><![CDATA[ENADE]]></kwd>
<kwd lng="en"><![CDATA[Data anonymization]]></kwd>
<kwd lng="en"><![CDATA[k-anonymity]]></kwd>
<kwd lng="en"><![CDATA[&#8467;-diversity]]></kwd>
<kwd lng="en"><![CDATA[t-closeness]]></kwd>
<kwd lng="en"><![CDATA[ENADE]]></kwd>
</kwd-group>
</article-meta>
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