<?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>0122-3461</journal-id>
<journal-title><![CDATA[Ingeniería y Desarrollo]]></journal-title>
<abbrev-journal-title><![CDATA[Ing. Desarro.]]></abbrev-journal-title>
<issn>0122-3461</issn>
<publisher>
<publisher-name><![CDATA[Fundación Universidad del Norte]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0122-34612025000100064</article-id>
<article-id pub-id-type="doi">10.14482/inde.43.01.445.864</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Transformación digital: evolución de las aplicaciones de inteligencia artificial en la industria del café]]></article-title>
<article-title xml:lang="en"><![CDATA[Digital transformation: evolving applications of artificial intelligence in the coffee industry]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[LARGO AVILA]]></surname>
<given-names><![CDATA[ESTEBAN]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[SUÁREZ RODRÍGUEZ]]></surname>
<given-names><![CDATA[CARLOS HERNÁN]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[ARANGO ESPINAL]]></surname>
<given-names><![CDATA[EDWIN]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad del Valle  ]]></institution>
<addr-line><![CDATA[ Valle del Cauca]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad del Valle  ]]></institution>
<addr-line><![CDATA[ Valle del Cauca]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad del Valle  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Colombia</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>43</volume>
<numero>1</numero>
<fpage>64</fpage>
<lpage>83</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0122-34612025000100064&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0122-34612025000100064&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0122-34612025000100064&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen La evolución de la Inteligencia Artificial (IA) en café es crucial para transformar esta agroindustria. Colombia produce anualmente 12.6 millones de sacos y desarrolla investigación sobre IA aplicada al sector; desde la detección de defectos en granos hasta la optimización del tueste para mejorar la calidad del café. Sin embargo, se carece de publicaciones que aborden líneas de investigación e indicadores de manera completa. En este contexto, este trabajo de investigación se fundamentó en un análisis estadístico multivariado de clúster jerárquico usado bajo la metodología de análisis bibliométrico. Este permitió inferir la tendencia actual de investigación en IA aplicada a la industria del café. Además, mediante técnicas bibliométricas de búsqueda de información se obtuvieron 208 documentos de la base de datos Scopus que fueron analizados con estadísticos descriptivos. Los resultados arrojaron que investigadores colombianos impactan significativamente la producción de conocimiento en IA aplicada al café, en comparación con Brasil, mayor productor de café. También, se identificaron líneas de investigación en análisis de mercado mediante Aprendizaje Automático (AA), tecnologías para detectar enfermedades y mejorar la productividad, métodos algorítmicos para resolver desafíos en esta agroindustria, y uso de teledetección e IA para la gestión ambiental y agrícola en la producción.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract The evolution of Artificial Intelligence (AI) in coffee is crucial for transforming this agro-industry. Colombia annually produces 12.6 million sacks and develops research on AI applied to the sector; from the detection of defects in grains to the optimization of roasting to improve coffee quality. However, there is a lack of publications that comprehensively address research lines and indicators. In this context, this research work was based on a multi-variate statistical analysis of hierarchical clustering used in the bibliometric analysis methodology. This allowed inferring the current research trend in AI applied to the coffee industry. Additionally, using bibliometric techniques for information retrieval, 208 documents from the Scopus database were refined and analyzed with descriptive statistics. The results showed that Colombian researchers significantly impact the production of knowledge in AI applied to coffee, compared to Brazil, the largest coffee producer. Furthermore, research lines in market analysis through Machine Learning (ML), technologies to detect diseases and improve productivity, algorithmic methods to solve challenges in this agro-industry, and the use of remote sensing and AI for environmental and agricultural management in production were identified.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[café]]></kwd>
<kwd lng="es"><![CDATA[calidad sensorial]]></kwd>
<kwd lng="es"><![CDATA[indicadores bibliométricos]]></kwd>
<kwd lng="es"><![CDATA[inteligencia artificial]]></kwd>
<kwd lng="es"><![CDATA[mapeo bibliográfico]]></kwd>
<kwd lng="en"><![CDATA[artificial intelligence]]></kwd>
<kwd lng="en"><![CDATA[bibliometric indicators]]></kwd>
<kwd lng="en"><![CDATA[bibliographic mapping]]></kwd>
<kwd lng="en"><![CDATA[coffee]]></kwd>
<kwd lng="en"><![CDATA[sensory quality]]></kwd>
</kwd-group>
</article-meta>
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