<?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>1390-4299</journal-id>
<journal-title><![CDATA[URVIO Revista Latinoamericana de Estudios de Seguridad]]></journal-title>
<abbrev-journal-title><![CDATA[URVIO]]></abbrev-journal-title>
<issn>1390-4299</issn>
<publisher>
<publisher-name><![CDATA[Facultad Latinoamericana de Ciencias Sociales- FLACSO-Sede Ecuador]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1390-42992019000200057</article-id>
<article-id pub-id-type="doi">10.17141/urvio.25.2019.3997</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[El componente social de la amenaza híbrida y su detección con modelos bayesianos]]></article-title>
<article-title xml:lang="en"><![CDATA[The Social Component of the Hybrid Threat and its Detection with Bayesian Models]]></article-title>
<article-title xml:lang="pt"><![CDATA[O componente social da ameaça híbrida e sua detecção com modelos bayesianos]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ruiz-Ruano]]></surname>
<given-names><![CDATA[Ana-María]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[López-Puga]]></surname>
<given-names><![CDATA[Jorge]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Delgado-Morán]]></surname>
<given-names><![CDATA[Juan-Jose]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
<xref ref-type="aff" rid="Aaf"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Católica de Murcia  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>España</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Católica de Murcia  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>España</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Católica de Murcia  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<aff id="Af4">
<institution><![CDATA[,Universidad Antonio de Nebrija  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Spain</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2019</year>
</pub-date>
<numero>25</numero>
<fpage>57</fpage>
<lpage>69</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_arttext&amp;pid=S1390-42992019000200057&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_abstract&amp;pid=S1390-42992019000200057&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_pdf&amp;pid=S1390-42992019000200057&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Las sociedades contemporáneas están cada vez más condicionadas por el desarrollo de la tecnología informática. Esa tendencia deja entrever un panorama en el que cada ser humano se identifica por el binomio persona-computadora, mientras quela mayor informatización de la vida civil está generando ingentes cantidades de datos que son susceptibles de ser gestionados con fines bélicos. El objetivo de este artículo es abordar la utilidad potencial de las redes bayesianas como herramientas destinadas a la monitorización y detección temprana de ataques híbridos de carácter sociala escala global. Como conclusión, planteamos que el uso de la inferencia y las redes bayesianas es útil para monitorear, detectar y supervisar el componente social de las amenazas híbridas a escala global por medio del análisis de las redes sociales.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract Contemporary societies are increasinglyconditioned by the development of computer technology. This trend suggests a picture in which each human being is identified by the person-computer binomial while greater computerization of civil life is generating huge amounts of data that are likely to be managed for war purposes. The objective of this article is to address the potential utility of Bayesian networks aimed at monitoring and early detection of hybrid attacks of a global nature. We conclude that the use of inference and Bayesian networks is useful for monitoring, detection and supervision of the social component of hybrid threats globally through social network analysis.]]></p></abstract>
<abstract abstract-type="short" xml:lang="pt"><p><![CDATA[Resumo As sociedades contemporâneas são cada vez mais condicionadas pelo desenvolvimento da tecnologia informática. Esta tendência sugere um quadro em que cada ser humano é identificado pelo binómio pessoa-computador enquanto a maior informatização da vida civil está a gerar enormes quantidades de dados que provavelmente serão gerenciados para fins de guerra. O objetivo deste trabalho é abordar a utilidade potencial das redes bayesianas como ferramentas voltadas para o monitoramento e detecção precoce de ataques híbridos de natureza global.Postulamos que o uso de inferência e redes bayesianas é útil para o monitoramento, detecção e supervisão do componente social de ameaças híbridas globalmente através da análise de redes sociais.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[inferencia estadística;inteligencia artificial]]></kwd>
<kwd lng="es"><![CDATA[redes informáticas;redes sociales;seguridad de los datos]]></kwd>
<kwd lng="en"><![CDATA[artificial intelligence]]></kwd>
<kwd lng="en"><![CDATA[computer networks;data protection]]></kwd>
<kwd lng="en"><![CDATA[social networks]]></kwd>
<kwd lng="en"><![CDATA[statistical inference]]></kwd>
<kwd lng="pt"><![CDATA[inferência estatística]]></kwd>
<kwd lng="pt"><![CDATA[inteligência artificial]]></kwd>
<kwd lng="pt"><![CDATA[redes de computadores;redes sociais]]></kwd>
<kwd lng="pt"><![CDATA[segurança de dados]]></kwd>
</kwd-group>
</article-meta>
</front><back>
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