<?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>0123-7799</journal-id>
<journal-title><![CDATA[TecnoLógicas]]></journal-title>
<abbrev-journal-title><![CDATA[TecnoL.]]></abbrev-journal-title>
<issn>0123-7799</issn>
<publisher>
<publisher-name><![CDATA[Instituto Tecnológico Metropolitano - ITM]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0123-77992024000100204</article-id>
<article-id pub-id-type="doi">10.22430/22565337.2917</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Knowledge Extraction from the Language Extended Lexicon Glossary Using Natural Language Processing]]></article-title>
<article-title xml:lang="es"><![CDATA[Extracción de conocimiento a partir del glosario Léxico Extendido del Lenguaje utilizando Procesamiento de Lenguaje Natural]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Antonelli]]></surname>
<given-names><![CDATA[Leandro]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Lezoche]]></surname>
<given-names><![CDATA[Mario]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Delle Ville]]></surname>
<given-names><![CDATA[Juliana]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Nacional de La Plata  ]]></institution>
<addr-line><![CDATA[Buenos Aires ]]></addr-line>
<country>Argentina</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Université de Lorraine  ]]></institution>
<addr-line><![CDATA[Nancy ]]></addr-line>
<country>France</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Nacional de La Plata  ]]></institution>
<addr-line><![CDATA[Buenos Aires ]]></addr-line>
<country>Argentina</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>04</month>
<year>2024</year>
</pub-date>
<volume>27</volume>
<numero>59</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0123-77992024000100204&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0123-77992024000100204&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0123-77992024000100204&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract Successful software development requires good specifications, that is, correct, consistent, and unambiguous requirements. Natural language artifacts are the most used tools for writing specifications; nevertheless, the use of natural language can introduce many defects such as ambiguity, vagueness, and generality. In light of this, the purpose of this paper is to propose an approach for writing good specifications and extracting knowledge from them. The proposed approach uses a particular lexicon, the Language Extended Lexicon (LEL) glossary, and suggests rules for extracting knowledge (concepts, attributes, and relationships) from it. This paper also presents a prototype that implements and supports the proposed approach, as well as a preliminary evaluation of the approach. In conclusion, the proposed approach represents a theoretical contribution, which was evaluated using the System Usability Scale, and its evaluation results are promising, as it obtained the maximum score.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Un desarrollo de software exitoso necesita buenas especificaciones, es decir, requerimientos correctos, consistentes y no ambiguos. Los artefactos en lenguaje natural son la herramienta más utilizada para escribir especificaciones; sin embargo, el uso del lenguaje natural puede introducir muchos defectos: ambigüedad, vaguedad y generalidad. Por lo tanto, el objetivo de este artículo es brindar un enfoque para escribir buenas especificaciones y extraer conocimiento de ellas. El enfoque propuesto utiliza un léxico particular, el glosario Léxico Extendido del Lenguaje (LEL). Y sugiere reglas para extraer conocimientos (conceptos, atributos y relaciones) de él. Este artículo también presenta un prototipo que implementa y apoya el enfoque propuesto, así como también una evaluación preliminar del enfoque. En conclusión, el enfoque propuesto representa una contribución teoría, que fue evaluada utilizando el System Usability Scale y sus resultados son prometedores, ya que obtuvo la calificación máxima.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Requirement specification]]></kwd>
<kwd lng="en"><![CDATA[knowledge representation]]></kwd>
<kwd lng="en"><![CDATA[natural language]]></kwd>
<kwd lng="en"><![CDATA[extended lexicon]]></kwd>
<kwd lng="en"><![CDATA[software development]]></kwd>
<kwd lng="es"><![CDATA[Especificación de requerimientos]]></kwd>
<kwd lng="es"><![CDATA[representación del conocimiento]]></kwd>
<kwd lng="es"><![CDATA[lenguaje natural]]></kwd>
<kwd lng="es"><![CDATA[léxico extendido]]></kwd>
<kwd lng="es"><![CDATA[desarrollo de software]]></kwd>
</kwd-group>
</article-meta>
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