<?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>1390-6542</journal-id>
<journal-title><![CDATA[Enfoque UTE]]></journal-title>
<abbrev-journal-title><![CDATA[Enfoque UTE]]></abbrev-journal-title>
<issn>1390-6542</issn>
<publisher>
<publisher-name><![CDATA[Universidad UTE]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1390-65422019000100218</article-id>
<article-id pub-id-type="doi">10.29019/enfoqueute.v10n1.455</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[A visual analytics architecture for the analysis and understanding of software systems]]></article-title>
<article-title xml:lang="es"><![CDATA[Una arquitectura de analítica visual para el análisis y la comprensión de los sistemas de software]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[González-Torres]]></surname>
<given-names><![CDATA[Antonio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
<xref ref-type="aff" rid="Aaf"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Navas-Sú]]></surname>
<given-names><![CDATA[José]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Hernández-Vásquez]]></surname>
<given-names><![CDATA[Marco]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Hernández-Castro]]></surname>
<given-names><![CDATA[Franklin]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Solano-Cordero]]></surname>
<given-names><![CDATA[Jennier]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Costa Rica Institute of Technology  ]]></institution>
<addr-line><![CDATA[San José ]]></addr-line>
<country>Costa Rica</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,ULACIT  ]]></institution>
<addr-line><![CDATA[San José ]]></addr-line>
<country>Costa Rica</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>03</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>03</month>
<year>2019</year>
</pub-date>
<volume>10</volume>
<numero>1</numero>
<fpage>218</fpage>
<lpage>233</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_arttext&amp;pid=S1390-65422019000100218&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_abstract&amp;pid=S1390-65422019000100218&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_pdf&amp;pid=S1390-65422019000100218&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract: Visual analytics facilitates the creation of knowledge to interpret trends and relationships for better decision making. However, it has not being used widely for the understanding of software systems and the change process that takes place during their development and maintenance. This occurs despite the need of project managers and developers to analyze their systems to calculate the complexity, cohesion, direct, indirect and logical coupling, detect clones, defects and bad smells, and the comparison of individual revisions. This research considers the design of an extensible and scalable architecture to incorporate new and existing methods to retrieve source code from different versioning systems, to carry out the analysis of programs in different languages, to perform the calculation of software metrics and to present the results using visual representations, incorporated as Eclipse and Visual Studio extensions. Consequently, the aim of this work is to design a visual analytics architecture for the analysis and understanding of systems in different languages and its main contributions are the specification of the design and requirements of such architecture, taking as base the lessons learned in Maleku (A. González-Torres et al., 2016).]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen: La analítica visual facilita la creación de conocimiento para interpretar tendencias y relaciones que permitan una mejor toma de decisiones. Sin embargo, no se ha utilizado para la comprensión de los sistemas de software y el proceso de cambio durante su desarrollo y mantenimiento. Esto ocurre a pesar de la necesidad de los administradores y desarrolladores de analizar sus proyectos, calcular la complejidad, la cohesión, el acoplamiento directo, indirecto y lógico, detectar clones, defectos y malos olores, y la comparación de revisiones individuales. Esta investigación considera la necesidad de una arquitectura extensible y escalable para incorporar métodos nuevos y existentes para recuperar el código fuente de diferentes sistemas de versiones, con el fin de hacer el análisis de programas escritos en diferentes lenguajes. La presentación de los resultados se realiza mediante representaciones visuales, incorporadas como extensiones de Eclipse y Visual Studio. En consecuencia, el objetivo de este trabajo es diseñar una arquitectura de analítica visual para el análisis y la comprensión de sistemas escritos en diferentes lenguajes y sus principales contribuciones son la especificación del diseño y los requisitos de dicha arquitectura, tomando como base las lecciones aprendidas en Maleku (González-Torres, García-Peñalvo, Therón-Sánchez y Colomo-Palacios, 2016).]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Code analysis]]></kwd>
<kwd lng="en"><![CDATA[repository mining]]></kwd>
<kwd lng="en"><![CDATA[software visualization]]></kwd>
<kwd lng="en"><![CDATA[metrics.]]></kwd>
<kwd lng="es"><![CDATA[Análisis de Código]]></kwd>
<kwd lng="es"><![CDATA[minería de repositorios]]></kwd>
<kwd lng="es"><![CDATA[visualización de software]]></kwd>
<kwd lng="es"><![CDATA[métricas.]]></kwd>
</kwd-group>
</article-meta>
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