<?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>2218-3620</journal-id>
<journal-title><![CDATA[Revista Universidad y Sociedad]]></journal-title>
<abbrev-journal-title><![CDATA[Universidad y Sociedad]]></abbrev-journal-title>
<issn>2218-3620</issn>
<publisher>
<publisher-name><![CDATA[Editorial "Universo Sur"]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2218-36202020000400192</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Big Data e internet de las cosas en la producción de banano orgánico]]></article-title>
<article-title xml:lang="en"><![CDATA[Big Data and internet of things in the production of organic bananas]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Vite Cevallos]]></surname>
<given-names><![CDATA[Harry]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Townsend Valencia]]></surname>
<given-names><![CDATA[José]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Carvajal Romero]]></surname>
<given-names><![CDATA[Héctor]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Técnica de Machala  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Ecuador</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Tecnológica Empresarial de Guayaquil  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Ecuador</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>08</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>08</month>
<year>2020</year>
</pub-date>
<volume>12</volume>
<numero>4</numero>
<fpage>192</fpage>
<lpage>200</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_arttext&amp;pid=S2218-36202020000400192&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_abstract&amp;pid=S2218-36202020000400192&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_pdf&amp;pid=S2218-36202020000400192&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN La implementación de tecnologías de información como una herramienta para la toma de decisiones busca dar respuesta a la integración de un modelo Big Data en el Internet de las Cosas para la gestión de la producción de banano orgánico. Este trabajo establece como incide la integración de un modelo Big Data en el Internet de las Cosas (IoT) en la gestión de la producción de banano orgánico en la provincia de El Oro identificando un modelo que recolecta datos in situ de las variables asociadas a la producción de banano e integrando el Internet de las Cosas y big data. La investigación se desarrolló en base a un modelo Big Data Agrícola el cual analizó las variables relacionadas a los sensores, tecnología, procesamiento, analítica de los datos y toma de decisiones. El tipo de investigación es correlacional y descriptiva, aplicando técnicas documentales y de investigación de campo con un análisis estadístico para dar fundamento científico al estudio realizado. Los resultados establecieron cómo se integra la tecnología Big Data e Internet de las Cosas como apoyo a la gestión de la producción de banano orgánico, identificando las estrategias que facilitarán su implementación.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT The implementation of information technologies as a tool for decision-making seeks to respond to the integration of a Big Data model in the internet of things for the management of organic banana production. This work establishes how the integration of a Big Data model in the internet of things affects the management of organic banana production in the province of El Oro, identifying a model that collects data in situ of the variables associated with banana production and integrating the internet of things and big data. The research was developed based on a Big Data Agricultural model which analyzed the variables related to sensors, technology, processing, data analytics and decision making. The type of research is correlational and descriptive, applying documentary and field research techniques with a statistical analysis to give scientific basis to the study. The results established how Big Data and internet of things technology is integrated to support the management of organic banana production, identifying the strategies that will facilitate its implementation.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Big Data]]></kwd>
<kwd lng="es"><![CDATA[Internet de las Cosas]]></kwd>
<kwd lng="es"><![CDATA[gestión agropecuaria]]></kwd>
<kwd lng="es"><![CDATA[sensores]]></kwd>
<kwd lng="es"><![CDATA[banano orgánico]]></kwd>
<kwd lng="en"><![CDATA[Big Data]]></kwd>
<kwd lng="en"><![CDATA[Internet of Things]]></kwd>
<kwd lng="en"><![CDATA[agricultural management]]></kwd>
<kwd lng="en"><![CDATA[sensors]]></kwd>
<kwd lng="en"><![CDATA[organic bananas]]></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[Channe]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Kothari]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Kadam]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Multidisciplinary Model for Smart Agriculture using Internet-of-Things (IoT), Sensors, Cloud-Computing, Mobile-Computing &amp; Big-Data Analysis]]></article-title>
<source><![CDATA[Hemlata Channe et Al, Int.J.Computer Technology &amp; Applications]]></source>
<year>2016</year>
<volume>6</volume>
<page-range>374-82</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Mao]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Big Data: A Survey]]></article-title>
<source><![CDATA[Mobile Networks and Applications]]></source>
<year>2014</year>
<volume>19</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>171-209</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Melo]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Ioratte]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Alves]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Precision agriculture for sugarcane management: a strategy applied for brazilian conditions]]></article-title>
<source><![CDATA[Acta Scientiarum. Agronomy]]></source>
<year>2014</year>
<volume>36</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>111-7</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rivera]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Capa]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Benítez]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[La percepción de los costos de producción del banano orgánico en el Cantón Machala, Ecuador]]></article-title>
<source><![CDATA[Gestión en el Tercer Milenio]]></source>
<year>2018</year>
<volume>20</volume>
<numero>39</numero>
<issue>39</issue>
<page-range>45-50</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rodríguez]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Leiva]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Gómez]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Homogeneous zones for site-specific management in maize using an electromagnetic induction sensor at the Bogota sabana]]></article-title>
<source><![CDATA[U.D.C.A Act. &amp; Div. Cient]]></source>
<year>2015</year>
<volume>18</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>373-83</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rueda]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Talavera]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Similitudes y diferencias entre Redes de Sensores Inalámbricas e Internet de las Cosas: Hacia una postura clarificadora]]></article-title>
<source><![CDATA[Revista Colombiana de Computación]]></source>
<year>2017</year>
<volume>18</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>58-74</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ruiz]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Esquivel]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Duarte]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[La tecnificación del riego ante la escasez del agua para la generación de alimentos. Estudio de caso en Chihuahua, México]]></article-title>
<source><![CDATA[Pistas Educativas]]></source>
<year>2018</year>
<volume>18</volume>
<numero>35</numero>
<issue>35</issue>
<page-range>23</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Soria]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[¿Por qué son importantes los microorganismos del suelo para la agricultura?]]></article-title>
<source><![CDATA[Revista Química Viva]]></source>
<year>2016</year>
<volume>1</volume>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Souza]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Porcile]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
</person-group>
<source><![CDATA[Aplicação da lógica fuzzy em processos de decisão econômica]]></source>
<year>2009</year>
</nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Xin]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Zazueta]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Technology trends in ICT - Towards data-driven, farmer-centered&#8230;.]]></article-title>
<source><![CDATA[Agricultural Engineering International: CIGR Journal]]></source>
<year>2016</year>
<volume>18</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>275-9</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
