<?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>1870-9036</journal-id>
<journal-title><![CDATA[El periplo sustentable]]></journal-title>
<abbrev-journal-title><![CDATA[El periplo sustentable]]></abbrev-journal-title>
<issn>1870-9036</issn>
<publisher>
<publisher-name><![CDATA[Universidad Autónoma del Estado de México]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1870-90362019000100402</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Búsquedas en Internet y su influencia en los flujos de turistas y visitantes. El caso del avistamiento de luciérnagas en Nanacamilpa Tlaxcala.]]></article-title>
<article-title xml:lang="en"><![CDATA[Searches on the Internet and its influence on the flows of tourists and visitors. The case of the sighting of fireflies in Nanacamilpa Tlaxcala.]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ibarra López]]></surname>
<given-names><![CDATA[Ignacio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Pérez Serrano]]></surname>
<given-names><![CDATA[Adriana Montserrat]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cuecuecha Mendoza]]></surname>
<given-names><![CDATA[María del Pilar]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,El Colegio de Tlaxcala  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,El Colegio de Tlaxcala  ]]></institution>
<addr-line><![CDATA[ Tlaxcala]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,El Colegio de Tlaxcala  ]]></institution>
<addr-line><![CDATA[ Tlaxcala]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2019</year>
</pub-date>
<numero>36</numero>
<fpage>402</fpage>
<lpage>431</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1870-90362019000100402&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1870-90362019000100402&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1870-90362019000100402&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen En este trabajo el principal objetivo es el de identificar patrones de comportamiento de los turistas ocasionados por el uso de internet. Se analiza la forma en cómo las búsquedas de ciertas palabras en internet impulsan una respuesta en el flujo de turistas y visitantes domésticos que acuden al estado de Tlaxcala en México. La metodología empleada combina información en gran escala de internet (Big Data) y su análisis cuantitativo mediante un modelo de Vectores Autorregresivos (VAR). La principal conclusión es que existe un impacto diferenciado de acuerdo a la palabra que se busca en internet. El factor que atrae el turismo es la disponibilidad de cuartos, mientras que para el caso de las visitas es la existencia del avistamiento.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract In this work the main objective is to identify patterns of behavior of tourists caused by the use of the internet. The way in which the searches of certain words on the internet drive a response in the flow of domestic tourists that come to the state of Tlaxcala in Mexico is analyzed. The methodology used is a quantitative analysis of large-scale information on the Internet (Big Data), using a Time Series autoregressive vector (VAR) model. The main conclusion is that there is a differentiated impact according to the word that is searched on the Internet. The factor that attracts tourism is the availability of rooms, while for the case of visits is the existence of sighting.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[internet]]></kwd>
<kwd lng="es"><![CDATA[flujo turístico]]></kwd>
<kwd lng="es"><![CDATA[flujo de visitantes]]></kwd>
<kwd lng="es"><![CDATA[información de gran escala]]></kwd>
<kwd lng="en"><![CDATA[internet]]></kwd>
<kwd lng="en"><![CDATA[tourism flow]]></kwd>
<kwd lng="en"><![CDATA[Big Data]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Artola]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Pinto]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[de Pedraza García]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Can internet searches forecast tourism inflows?]]></article-title>
<source><![CDATA[International Journal of Manpower]]></source>
<year>2015</year>
<volume>36</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>103-16</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bangwayo-Skeete]]></surname>
<given-names><![CDATA[P. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Skeete]]></surname>
<given-names><![CDATA[R. W.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Can Google data improve the forecasting performance of tourist arrivals? Mixed-data sampling approach]]></article-title>
<source><![CDATA[Tourism Management]]></source>
<year>2015</year>
<volume>46</volume>
<page-range>454-64</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Claveria]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Datzira]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Forecasting tourism demand using consumer expectations]]></article-title>
<source><![CDATA[Tourism Review]]></source>
<year>2010</year>
<volume>65</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>18-36</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Choi]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Varian]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Predicting the present with Google Trends]]></article-title>
<source><![CDATA[Economic Record]]></source>
<year>2012</year>
<volume>88</volume>
<numero>s1</numero>
<issue>s1</issue>
</nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Da]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Engelberg]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Gao]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[In search of attention]]></article-title>
<source><![CDATA[The Journal of Finance]]></source>
<year>2011</year>
<volume>66</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>1461-99</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="">
<collab>Diario Oficial de la Federación (DOF)</collab>
<source><![CDATA[Acuerdo por el que se emiten las Reglas de Operación del Programa de Desarrollo Regional Turístico Sustentable y Pueblos Mágicos (PRODERMAGICO)]]></source>
<year>2016</year>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Domínguez Torres]]></surname>
<given-names><![CDATA[M. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Sa&#769;nchez Salinas]]></surname>
<given-names><![CDATA[J.C.]]></given-names>
</name>
<name>
<surname><![CDATA[Murillo Arias]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Valero Lapaz]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Romero Palop]]></surname>
<given-names><![CDATA[J.D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Big Data y Turismo en Me&#769;xico: Pueblos Ma&#769;gicos]]></article-title>
<source><![CDATA[Documentos de Investigacio&#769;n Estadi&#769;stica y Econo&#769;mica]]></source>
<year>2016</year>
<numero>2016-5</numero>
<issue>2016-5</issue>
<publisher-name><![CDATA[Subsecretari&#769;a de Planeacio&#769;n y Poli&#769;tica Turi&#769;stica]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Domi&#769;nguez Torres]]></surname>
<given-names><![CDATA[M. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Sa&#769;nchez Salinas]]></surname>
<given-names><![CDATA[J.C.]]></given-names>
</name>
<name>
<surname><![CDATA[Murillo Arias]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Valero Lapaz]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Romero Palop]]></surname>
<given-names><![CDATA[J.D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Big Data y Turismo en Me&#769;xico: Quintana Roo]]></article-title>
<source><![CDATA[Documentos de Investigacio&#769;n Estadi&#769;stica y Econo&#769;mica]]></source>
<year>2016</year>
<numero>2016-4</numero>
<issue>2016-4</issue>
<publisher-name><![CDATA[Subsecretari&#769;a de Planeacio&#769;n y Poli&#769;tica Turi&#769;stica]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Engle]]></surname>
<given-names><![CDATA[Robert]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The econometrics of ultra&#8208;high&#8208;frequency data]]></article-title>
<source><![CDATA[Econometrica]]></source>
<year>2000</year>
<volume>68</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>1-22</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gawlik]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Kabaria]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Kaur]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<source><![CDATA[Predicting tourism trends with Google Insights]]></source>
<year>2011</year>
</nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gunter]]></surname>
<given-names><![CDATA[U.]]></given-names>
</name>
<name>
<surname><![CDATA[Önder]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Forecasting international city tourism demand for Paris: Accuracy of uni-and multivariate models employing monthly data]]></article-title>
<source><![CDATA[Tourism Management]]></source>
<year>2015</year>
<volume>46</volume>
<page-range>123-35</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Johansen]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models]]></article-title>
<source><![CDATA[Econometrica]]></source>
<year>1991</year>
<volume>59</volume>
<page-range>1551-80</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Joseph]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Wintoki]]></surname>
<given-names><![CDATA[M. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Forecasting abnormal stock returns and trading volume using investor sentiment: Evidence from online search]]></article-title>
<source><![CDATA[International Journal of Forecasting]]></source>
<year>2011</year>
<volume>27</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>1116-27</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lichtle Fragoso]]></surname>
<given-names><![CDATA[P.M.]]></given-names>
</name>
<name>
<surname><![CDATA[Sa&#769;nchez Salinas]]></surname>
<given-names><![CDATA[J.C.]]></given-names>
</name>
</person-group>
<source><![CDATA[Uso Productivo de Big Data y Redes Sociales en el Sector Turismo Octubre, 2014]]></source>
<year>2014</year>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Machado Mendes Filho]]></surname>
<given-names><![CDATA[L. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Empowerment in the context of User-Generated Content in the Travel Industry: A research model proposal]]></article-title>
<source><![CDATA[El Periplo Sustentable]]></source>
<year>2014</year>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rivera]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A dynamic linear model to forecast hotel registrations in Puerto Rico using Google Trends data]]></article-title>
<source><![CDATA[Tourism Management]]></source>
<year>2016</year>
<volume>57</volume>
<page-range>12-20</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ward]]></surname>
<given-names><![CDATA[J. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Barker]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Undefined by data: a survey of big data definitions]]></source>
<year>2013</year>
</nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Pan]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Song]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Predicting hotel demand using destination marketing organization&#8217;s web traffic data]]></article-title>
<source><![CDATA[Journal of Travel Research]]></source>
<year>2014</year>
<volume>53</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>433-47</page-range></nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Pan]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Evans]]></surname>
<given-names><![CDATA[J. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Lv]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Forecasting Chinese tourist volume with search engine data]]></article-title>
<source><![CDATA[Tourism Management]]></source>
<year>2015</year>
<volume>46</volume>
<page-range>386-97</page-range></nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zaragoza Caballero]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Nuevas especies de Photinus (Coleoptera: Lampyridae: Photinini) del bosque tropical caducifolio del Pacífico mexicano]]></article-title>
<source><![CDATA[Revista mexicana de biodiversidad]]></source>
<year>2015</year>
<volume>86</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>638-51</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
