<?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>1516-7313</journal-id>
<journal-title><![CDATA[Ciência & Educação]]></journal-title>
<abbrev-journal-title><![CDATA[Ciênc. educ. (Bauru)]]></abbrev-journal-title>
<issn>1516-7313</issn>
<publisher>
<publisher-name><![CDATA[Universidade Estadual Paulista (UNESP)]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1516-73132017000100071</article-id>
<article-id pub-id-type="doi">10.1590/1516-731320170010005</article-id>
<title-group>
<article-title xml:lang="pt"><![CDATA[Avaliação da proficiência em mapeamento conceitual a partir da análise estrutural da rede proposicional]]></article-title>
<article-title xml:lang="en"><![CDATA[Proficiency assessment in concept mapping from the structural analysis of the propositional network]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Correia]]></surname>
<given-names><![CDATA[Paulo Rogério Miranda]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Aguiar]]></surname>
<given-names><![CDATA[Joana Guilares de]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidade de São Paulo Escola de Artes, Ciências e Humanidades ]]></institution>
<addr-line><![CDATA[São Paulo SP]]></addr-line>
<country>Brazil</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidade de São Paulo Programa de Pós-graduação Interunidades em Ensino de Ciências ]]></institution>
<addr-line><![CDATA[São Paulo SP]]></addr-line>
<country>Brazil</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>03</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>03</month>
<year>2017</year>
</pub-date>
<volume>23</volume>
<numero>1</numero>
<fpage>71</fpage>
<lpage>90</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://educa.fcc.org.br/scielo.php?script=sci_arttext&amp;pid=S1516-73132017000100071&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://educa.fcc.org.br/scielo.php?script=sci_abstract&amp;pid=S1516-73132017000100071&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://educa.fcc.org.br/scielo.php?script=sci_pdf&amp;pid=S1516-73132017000100071&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="pt"><p><![CDATA[Resumo: Os mapas conceituais (MCs) s&#227;o organizadores gr&#225;ficos que permitem representar o conhecimento e promover a aprendizagem significativa. A utiliza&#231;&#227;o adequada da t&#233;cnica em sala de aula depende do treinamento dos alunos. Este trabalho teve como objetivo avaliar e acompanhar a profici&#234;ncia dos alunos a partir da an&#225;lise da estrutura da rede proposicional dos MCs. Para isso foi proposto o uso da An&#225;lise Estrutural de 434 MCs produzidos pelos alunos durante a disciplina Ci&#234;ncias da Natureza na Escola de Artes, Ci&#234;ncias e Humanidades (EACH/USP) nas 1&#170;, 5&#170; e 15&#170; aulas. A partir de an&#225;lises estat&#237;sticas univariada e multivariada dos dados foi poss&#237;vel inferir que a densidade proposicional e a quantidade de conceitos m&#250;ltiplos iniciais e finais s&#227;o par&#226;metros suficientes para determinar a profici&#234;ncia dos alunos na t&#233;cnica de mapeamento, a qual foi estabelecida &#224; medida que as tarefas de treinamento e elabora&#231;&#227;o dos MCs foram acontecendo durante as 15 aulas da disciplina.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract: Concept maps (Cmaps) are graphic organizers that represent knowledge and foster meaningful learning. The proper use of the technique in the classroom depends on training students. This study aimed to assess and track students' proficiency from the structural analysis of the Cmap propositional network. We proposed the use of Structural Analysis of 434 Cmaps collected during the Natural Science Course (NSC) at the School of Arts, Sciences and Humanities during 1st, 5th and 15th classes. Statistical univariate and multivariate data analysis let us infer that the propositional density and the quantity of initial and final multiple concepts are both useful parameters to assess the students' proficiency in the mapping technique, which was established throughout training, and Cmap elaboration tasks during the fifteen classes.]]></p></abstract>
<kwd-group>
<kwd lng="pt"><![CDATA[Mapa conceitual]]></kwd>
<kwd lng="pt"><![CDATA[Análise estrutural]]></kwd>
<kwd lng="pt"><![CDATA[Ensino superior]]></kwd>
<kwd lng="pt"><![CDATA[Ensino de ciências]]></kwd>
<kwd lng="pt"><![CDATA[Aprendizagem significativa]]></kwd>
<kwd lng="en"><![CDATA[Concept maps]]></kwd>
<kwd lng="en"><![CDATA[Structural analysis]]></kwd>
<kwd lng="en"><![CDATA[Higher education]]></kwd>
<kwd lng="en"><![CDATA[Science education]]></kwd>
<kwd lng="en"><![CDATA[Meaningful learning]]></kwd>
</kwd-group>
</article-meta>
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