<?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>1870-3550</journal-id>
<journal-title><![CDATA[Norteamérica]]></journal-title>
<abbrev-journal-title><![CDATA[Norteamérica]]></abbrev-journal-title>
<issn>1870-3550</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México, Centro de Investigaciones sobre América del Norte]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1870-35502025000100207</article-id>
<article-id pub-id-type="doi">10.22201/cisan.24487228e.2025.1.697</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Percepción social del crimen organizado y seguridad en la frontera noreste de México y Texas: un análisis en X]]></article-title>
<article-title xml:lang="en"><![CDATA[Social Perception of Organized Crime and Security in the Northeastern Border Region of Mexico and Texas: An Analysis in X]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Alvarado Lagunas]]></surname>
<given-names><![CDATA[Elías]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Rodríguez Medina]]></surname>
<given-names><![CDATA[Oscar]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Morales Ramírez]]></surname>
<given-names><![CDATA[Dionicio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Autónoma de Nuevo León Facultad de Contaduría Pública y Administración ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>México</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Nacional Autónoma de México Facultad de Contaduría y Administración ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>México</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Autónoma de Tamaulipas Facultad de Ingeniería &#8220;Arturo Narro Siller&#8221; ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2025</year>
</pub-date>
<volume>20</volume>
<numero>1</numero>
<fpage>207</fpage>
<lpage>230</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1870-35502025000100207&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1870-35502025000100207&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1870-35502025000100207&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Este artículo examina la percepción social del crimen organizado y su impacto en la seguridad en cuatro estados mexicanos fronterizos con Texas: Coahuila, Chihuahua, Nuevo León y Tamaulipas. A través del análisis de 11 687 publicaciones en la plataforma digital X (antes Twitter) recopiladas entre agosto de 2023 y abril de 2024, se emplean técnicas de big data y text mining para desarrollar un índice de percepción geoespacial. El estudio revela una percepción ampliamente negativa del crimen organizado, especialmente en términos de extorsión y violencia, y muestra cómo estas percepciones varían entre las diferentes regiones de la frontera noreste de México y Texas. Además, el análisis identifica patrones de discusión y sentimientos en la conversación digital, proporcionando una comprensión más profunda de los factores socioculturales que influyen en la percepción pública de la seguridad en la región. Los hallazgos contribuyen a la discusión sobre la seguridad transfronteriza y su efecto en la vida cotidiana y los entornos sociales y económicos de las comunidades fronterizas.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract This article examines the social perception of organized crime and its impact on security in four Mexican states bordering Texas: Coahuila, Chihuahua, Nuevo León, and Tamaulipas. Through the analysis of 11,687 posts on the digital platform X (formerly Twitter) collected between August 2023 and April 2024, big data and text mining techniques are used to develop a geospatial perception index. The study reveals a broadly negative perception of organized crime, particularly regarding extortion and violence, and shows how these perceptions vary across different regions of the northeastern Mexico-Texas border. Furthermore, the analysis identifies discussion patterns and sentiments in the digital conversation, providing deeper insights into the sociocultural factors influencing public perceptions of security in the region. The findings contribute to the discourse on cross-border security and its effect on the daily lives, and social and economic environments of border communities.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[crimen organizado]]></kwd>
<kwd lng="es"><![CDATA[desarrollo empresarial]]></kwd>
<kwd lng="es"><![CDATA[extorsión]]></kwd>
<kwd lng="es"><![CDATA[percepción social]]></kwd>
<kwd lng="es"><![CDATA[violencia]]></kwd>
<kwd lng="es"><![CDATA[plataforma X]]></kwd>
<kwd lng="en"><![CDATA[organized crime]]></kwd>
<kwd lng="en"><![CDATA[business development]]></kwd>
<kwd lng="en"><![CDATA[extortion]]></kwd>
<kwd lng="en"><![CDATA[social perception]]></kwd>
<kwd lng="en"><![CDATA[violence]]></kwd>
<kwd lng="en"><![CDATA[platform X]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Agarwal]]></surname>
<given-names><![CDATA[Bhumika]]></given-names>
</name>
<name>
<surname><![CDATA[Ravikumar]]></surname>
<given-names><![CDATA[Anish]]></given-names>
</name>
<name>
<surname><![CDATA[Saha]]></surname>
<given-names><![CDATA[Subhadip]]></given-names>
</name>
</person-group>
<source><![CDATA[A Novel Approach to Big Data Veracity Using Crowdsourcing Techniques and Bayesian Predictors]]></source>
<year>2017</year>
<conf-name><![CDATA[ 15IEEE International Conference on Machine Learning and Applications]]></conf-name>
<conf-loc> </conf-loc>
<page-range>1020-3</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Alten]]></surname>
<given-names><![CDATA[Abhinav]]></given-names>
</name>
<name>
<surname><![CDATA[Gadre]]></surname>
<given-names><![CDATA[Gaurav]]></given-names>
</name>
<name>
<surname><![CDATA[Kulkarni]]></surname>
<given-names><![CDATA[Shubham]]></given-names>
</name>
<name>
<surname><![CDATA[Wu]]></surname>
<given-names><![CDATA[Chenglin]]></given-names>
</name>
</person-group>
<source><![CDATA[Analyzing Happiness Index Based on Geographical Locations]]></source>
<year>2019</year>
<conf-name><![CDATA[ 2International Conference on Artificial Intelligence and Big Data]]></conf-name>
<conf-loc> </conf-loc>
<page-range>45-51</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Alvarado]]></surname>
<given-names><![CDATA[Elías]]></given-names>
</name>
<name>
<surname><![CDATA[Duana]]></surname>
<given-names><![CDATA[Danae]]></given-names>
</name>
<name>
<surname><![CDATA[Valencia]]></surname>
<given-names><![CDATA[Karina]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Determinantes del gasto en seguridad como una forma de competitividad por micronegocio debido a la delincuencia. Un caso de estudio para el área metro politana de Monterrey]]></article-title>
<source><![CDATA[Economía, Teoría y Práctica]]></source>
<year>2021</year>
<volume>29</volume>
<numero>55</numero>
<issue>55</issue>
<page-range>127-48</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Alvarado]]></surname>
<given-names><![CDATA[Elías]]></given-names>
</name>
<name>
<surname><![CDATA[Morales]]></surname>
<given-names><![CDATA[Dionicio]]></given-names>
</name>
<name>
<surname><![CDATA[Ortiz]]></surname>
<given-names><![CDATA[Jeyle]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Determinantes de la probabilidad de robo a micronegocios en el área metropolitana de Monterrey]]></article-title>
<source><![CDATA[Revista de Economía]]></source>
<year>2020</year>
<volume>37</volume>
<numero>94</numero>
<issue>94</issue>
<page-range>57-80</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Alvarado]]></surname>
<given-names><![CDATA[Elías]]></given-names>
</name>
<name>
<surname><![CDATA[Ortiz]]></surname>
<given-names><![CDATA[Jeyle]]></given-names>
</name>
<name>
<surname><![CDATA[Martínez]]></surname>
<given-names><![CDATA[Elena]]></given-names>
</name>
<name>
<surname><![CDATA[Iturralde]]></surname>
<given-names><![CDATA[Oscar]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[El robo a micronegocios y su interrelación con el entorno: un comparativo por género para la zona metropolitana de Monterrey]]></article-title>
<source><![CDATA[Revista de El Colegio de San Luis]]></source>
<year>2020</year>
<volume>10</volume>
<numero>21</numero>
<issue>21</issue>
<page-range>1-32</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Alvarado]]></surname>
<given-names><![CDATA[Elías]]></given-names>
</name>
<name>
<surname><![CDATA[Valencia]]></surname>
<given-names><![CDATA[Karina]]></given-names>
</name>
<name>
<surname><![CDATA[Iturralde]]></surname>
<given-names><![CDATA[Oscar]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Impacto del entorno social en el robo a microempresas del área metropolitana de Monterrey]]></article-title>
<source><![CDATA[Economía, Sociedad y Territorio]]></source>
<year>2019</year>
<volume>18</volume>
<numero>59</numero>
<issue>59</issue>
<page-range>1035-58</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bissler]]></surname>
<given-names><![CDATA[Denise]]></given-names>
</name>
</person-group>
<source><![CDATA[Fear of Crime and Social Networks: A Community Study of Two Local Public Housing Complexes]]></source>
<year>2003</year>
<publisher-name><![CDATA[North Carolina State University]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Calleja]]></surname>
<given-names><![CDATA[Margarita]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[La interdependencia económica y cultural de Texas y México: el caso del chili con carne&#8221;]]></article-title>
<source><![CDATA[Caravelle]]></source>
<year>2011</year>
<volume>96</volume>
<page-range>217-34</page-range></nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chadee]]></surname>
<given-names><![CDATA[Derek]]></given-names>
</name>
<name>
<surname><![CDATA[Ditton]]></surname>
<given-names><![CDATA[Jason]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Are Older People Most Afraid of Crime?]]></article-title>
<source><![CDATA[British Journal of Criminology]]></source>
<year>2003</year>
<volume>43</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>417-33</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Correa]]></surname>
<given-names><![CDATA[Guadalupe]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Desigualdades y flujos globales en la frontera noreste de México: los efectos de la migración, el comercio, la extracción y venta de energéticos y el crimen organizado transnacional]]></article-title>
<source><![CDATA[Canadian Journal of Latin American and Caribbean Studies]]></source>
<year>2015</year>
<volume>40</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>326-50</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Correa]]></surname>
<given-names><![CDATA[Guadalupe]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Desarrollo empresarial, inversión extranjera y crimen organizado en México: los efectos reales de la violencia (2006-2010)]]></article-title>
<source><![CDATA[Panorama Socioeconómico]]></source>
<year>2013</year>
<volume>31</volume>
<numero>46</numero>
<issue>46</issue>
<page-range>29-40</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Felt]]></surname>
<given-names><![CDATA[Mylynn]]></given-names>
</name>
<name>
<surname><![CDATA[Dumitrica]]></surname>
<given-names><![CDATA[Delia]]></given-names>
</name>
<name>
<surname><![CDATA[Teruelle]]></surname>
<given-names><![CDATA[Rhon]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Social Media Obstacles in Grassroots Civic Mobilizations]]></article-title>
<source><![CDATA[ACM International Conference Proceeding Series]]></source>
<year>2018</year>
<page-range>71-81</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ferguson]]></surname>
<given-names><![CDATA[Kristin]]></given-names>
</name>
<name>
<surname><![CDATA[Mindel]]></surname>
<given-names><![CDATA[Charles]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Modeling Fear of Crime in Dallas Neighborhoods: A Test of Social Capital Theory]]></article-title>
<source><![CDATA[Crime &amp; Delinquency]]></source>
<year>2007</year>
<volume>53</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>322-49</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hale]]></surname>
<given-names><![CDATA[Gary]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Victimology of Extortions in Mexico]]></article-title>
<source><![CDATA[]]></source>
<year>2016</year>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[El cambiante panorama de la delincuencia organizada]]></article-title>
<source><![CDATA[Índice de Paz México]]></source>
<year>2023</year>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kort]]></surname>
<given-names><![CDATA[Lisa]]></given-names>
</name>
<name>
<surname><![CDATA[Hartshorn]]></surname>
<given-names><![CDATA[Kelley]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Watching the Detectives: Crime Programming, Fear of Crime, and Attitudes about the Criminal Justice System]]></article-title>
<source><![CDATA[The Sociological Quarterly]]></source>
<year>2011</year>
<volume>52</volume>
<page-range>36-55</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Cheng]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Shen]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<source><![CDATA[Adaptive co-training SVM for sentiment classification on tweets]]></source>
<year>2013</year>
<conf-name><![CDATA[ 22ACM International Conference on Information &amp; Knowledge Management (CIKM &#8216;13)]]></conf-name>
<conf-loc>San Francisco </conf-loc>
<page-range>2079-88</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Monroy]]></surname>
<given-names><![CDATA[Andres]]></given-names>
</name>
<name>
<surname><![CDATA[Kiciman]]></surname>
<given-names><![CDATA[Emre]]></given-names>
</name>
<name>
<surname><![CDATA[Counts]]></surname>
<given-names><![CDATA[Scott]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Narcotweets: Social Media in Wartime]]></article-title>
<source><![CDATA[International AAAI Conference on Web and Social Media]]></source>
<year>2015</year>
<volume>6</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>515-8</page-range></nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nieto]]></surname>
<given-names><![CDATA[Raúl]]></given-names>
</name>
<name>
<surname><![CDATA[Gaussens]]></surname>
<given-names><![CDATA[Pierre]]></given-names>
</name>
<name>
<surname><![CDATA[Correa]]></surname>
<given-names><![CDATA[Guadalupe]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Beyond the Drug War: Violence, Forced Displacement, and Shale Gas in Northeastern Mexico (2000-2020)]]></article-title>
<source><![CDATA[Crime, Law and Social Change]]></source>
<year>2023</year>
</nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ottoni]]></surname>
<given-names><![CDATA[Raphael]]></given-names>
</name>
<name>
<surname><![CDATA[Cunha]]></surname>
<given-names><![CDATA[Evandro]]></given-names>
</name>
<name>
<surname><![CDATA[Magno]]></surname>
<given-names><![CDATA[Gabriel]]></given-names>
</name>
<name>
<surname><![CDATA[Bernardina]]></surname>
<given-names><![CDATA[Pedro]]></given-names>
</name>
<name>
<surname><![CDATA[Meira]]></surname>
<given-names><![CDATA[Wagner]]></given-names>
</name>
<name>
<surname><![CDATA[Almeida]]></surname>
<given-names><![CDATA[Virgilio]]></given-names>
</name>
</person-group>
<source><![CDATA[Analyzing Right-wing YouTube Channels: Hate, Violence and Discrimination]]></source>
<year>2018</year>
<conf-name><![CDATA[ 10ACM Conference on Web Science]]></conf-name>
<conf-loc> </conf-loc>
<page-range>323-32</page-range></nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pérez]]></surname>
<given-names><![CDATA[César]]></given-names>
</name>
<name>
<surname><![CDATA[Santín]]></surname>
<given-names><![CDATA[Daniel]]></given-names>
</name>
</person-group>
<source><![CDATA[Minería de datos: técnicas y herramientas]]></source>
<year>2007</year>
<publisher-loc><![CDATA[Madrid ]]></publisher-loc>
<publisher-name><![CDATA[Editorial Thompson]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Plutchik]]></surname>
<given-names><![CDATA[Robert]]></given-names>
</name>
</person-group>
<source><![CDATA[Emotion: A Psychoevolutionary Synthesis]]></source>
<year>1980</year>
<publisher-loc><![CDATA[Nueva York ]]></publisher-loc>
<publisher-name><![CDATA[Harper &amp; Row]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Romer]]></surname>
<given-names><![CDATA[Daniel]]></given-names>
</name>
<name>
<surname><![CDATA[Jamieson]]></surname>
<given-names><![CDATA[Hall]]></given-names>
</name>
<name>
<surname><![CDATA[Sean]]></surname>
<given-names><![CDATA[Aday]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Television News and the Cultivation of Fear of Crime]]></article-title>
<source><![CDATA[Journal of Communication]]></source>
<year>2003</year>
<page-range>88-104</page-range></nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sacco]]></surname>
<given-names><![CDATA[Vicent]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Social Support and the Fear of Crime]]></article-title>
<source><![CDATA[Canadian Journal of Criminology]]></source>
<year>1993</year>
<volume>35</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>187-96</page-range></nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Saha]]></surname>
<given-names><![CDATA[Koustuv]]></given-names>
</name>
<name>
<surname><![CDATA[Choudhury]]></surname>
<given-names><![CDATA[Munmun de]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Modeling Stress with Social Media Around Incidents of Gun Violence on College Campuses]]></article-title>
<source><![CDATA[Proceedings of the ACM on Human-Computer Interaction]]></source>
<year>2017</year>
<volume>1</volume>
<publisher-name><![CDATA[CSCW]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Schaefer]]></surname>
<given-names><![CDATA[Agnes]]></given-names>
</name>
<name>
<surname><![CDATA[Bahney]]></surname>
<given-names><![CDATA[Benjamin]]></given-names>
</name>
<name>
<surname><![CDATA[Riley]]></surname>
<given-names><![CDATA[Jack]]></given-names>
</name>
</person-group>
<source><![CDATA[Security in Mexico: Implications for U.S. Policy Options]]></source>
<year>2009</year>
<publisher-loc><![CDATA[Santa Mónica ]]></publisher-loc>
<publisher-name><![CDATA[Rand Corporation]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Senapati]]></surname>
<given-names><![CDATA[Monica]]></given-names>
</name>
<name>
<surname><![CDATA[Njilla]]></surname>
<given-names><![CDATA[Laurent]]></given-names>
</name>
<name>
<surname><![CDATA[Rao]]></surname>
<given-names><![CDATA[Praveen]]></given-names>
</name>
</person-group>
<source><![CDATA[A Method for Scalable First-Order Rule Learning on Twitter Data]]></source>
<year>2019</year>
<conf-name><![CDATA[ 35International Conference on Data Engineering Workshops (ICDEW)]]></conf-name>
<conf-loc> </conf-loc>
<page-range>274-7</page-range></nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Suárez]]></surname>
<given-names><![CDATA[Manuel]]></given-names>
</name>
</person-group>
<source><![CDATA[Grado de percepción social sobre la violencia en México a partir de datos difundidos en la red social online de Twitter]]></source>
<year>2021</year>
<publisher-loc><![CDATA[México ]]></publisher-loc>
<publisher-name><![CDATA[Universidad Cristóbal Colón]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Suárez]]></surname>
<given-names><![CDATA[Manuel]]></given-names>
</name>
<name>
<surname><![CDATA[Sánchez]]></surname>
<given-names><![CDATA[José]]></given-names>
</name>
<name>
<surname><![CDATA[Paredes]]></surname>
<given-names><![CDATA[Mario]]></given-names>
</name>
<name>
<surname><![CDATA[Marín]]></surname>
<given-names><![CDATA[Erasto]]></given-names>
</name>
<name>
<surname><![CDATA[Guzmán]]></surname>
<given-names><![CDATA[Héctor]]></given-names>
</name>
</person-group>
<source><![CDATA[Percepción social sobre violencia en México desde la red social online de Twitter]]></source>
<year>2020</year>
<conf-name><![CDATA[ IXCongreso de la Asociación Latinoamericana de Población. Valparaíso]]></conf-name>
<conf-loc>Chile </conf-loc>
</nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Suárez]]></surname>
<given-names><![CDATA[Manuel]]></given-names>
</name>
<name>
<surname><![CDATA[Sánchez]]></surname>
<given-names><![CDATA[José]]></given-names>
</name>
<name>
<surname><![CDATA[Paredes]]></surname>
<given-names><![CDATA[Mario]]></given-names>
</name>
<name>
<surname><![CDATA[Marín]]></surname>
<given-names><![CDATA[Erasto]]></given-names>
</name>
<name>
<surname><![CDATA[Guzmán]]></surname>
<given-names><![CDATA[Héctor]]></given-names>
</name>
<name>
<surname><![CDATA[Guarneros]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measuring Violence Levels in Mexico Through Tweets]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Zapa ta-Cortes]]></surname>
<given-names><![CDATA[Julian]]></given-names>
</name>
<name>
<surname><![CDATA[Alor-Hernández]]></surname>
<given-names><![CDATA[Giner]]></given-names>
</name>
<name>
<surname><![CDATA[Sánchez-Ramírez]]></surname>
<given-names><![CDATA[Cuauhtémoc]]></given-names>
</name>
<name>
<surname><![CDATA[García-Alcaraz]]></surname>
<given-names><![CDATA[Jorge]]></given-names>
</name>
</person-group>
<source><![CDATA[New Perspectives on Enterprise Decision-Making Applying Artificial Intelligence Techniques]]></source>
<year>2021</year>
<page-range>169-96</page-range><publisher-loc><![CDATA[Cham ]]></publisher-loc>
<publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Suárez]]></surname>
<given-names><![CDATA[Pablo]]></given-names>
</name>
<name>
<surname><![CDATA[Velázquez]]></surname>
<given-names><![CDATA[Eduardo]]></given-names>
</name>
<name>
<surname><![CDATA[Yazdani]]></surname>
<given-names><![CDATA[Mehrdad]]></given-names>
</name>
</person-group>
<source><![CDATA[Socialbots Supporting Human Rights]]></source>
<year>2018</year>
<conf-name><![CDATA[ 20182018 AAAI/ACM Conference on AI, Ethics, and Society]]></conf-name>
<conf-loc> </conf-loc>
<page-range>290-6</page-range></nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Suthanthira]]></surname>
<given-names><![CDATA[Devi]]></given-names>
</name>
<name>
<surname><![CDATA[Karthika]]></surname>
<given-names><![CDATA[Subbaraj]]></given-names>
</name>
</person-group>
<source><![CDATA[Veracity Analysis of Rumors in Social Media]]></source>
<year>2018</year>
<conf-name><![CDATA[ 2International Conference on Computer, Communication, and Signal Processing: Special Focus on Technology and Innovation for Smart Environment]]></conf-name>
<conf-loc> </conf-loc>
<page-range>1-4</page-range></nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vilalta]]></surname>
<given-names><![CDATA[Carlos]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Fear of Crime in Public Transport: Research in Mexico City]]></article-title>
<source><![CDATA[Crime Prevention &amp; Community Safety]]></source>
<year>2011</year>
<volume>13</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>171-86</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
