<?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>0120-100X</journal-id>
<journal-title><![CDATA[Revista ION]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. ion]]></abbrev-journal-title>
<issn>0120-100X</issn>
<publisher>
<publisher-name><![CDATA[Universidad Industrial de Santander]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0120-100X2023000200101</article-id>
<article-id pub-id-type="doi">10.18273/revion.v36n2-2023007</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Horizontes de innovación tecnológica en la industria de alimentos: datos sintéticos y computación cuántica para el futuro inmediato y a largo plazo]]></article-title>
<article-title xml:lang="en"><![CDATA[Technological innovation horizons in the food industry: synthetic data and quantum computing for the near and long-term future]]></article-title>
<article-title xml:lang="pt"><![CDATA[Horizontes da inovação tecnológica na indústria alimentícia: dados sintéticos e computação quântica para um futuro imediato e a longo prazo]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Castro]]></surname>
<given-names><![CDATA[Camilo A.]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Team Foods S.A.  ]]></institution>
<addr-line><![CDATA[Bogotá D.C. ]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>08</month>
<year>2023</year>
</pub-date>
<volume>36</volume>
<numero>2</numero>
<fpage>101</fpage>
<lpage>107</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0120-100X2023000200101&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0120-100X2023000200101&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0120-100X2023000200101&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen El artículo describe a modo de opinión la transformación tecnológica en la industria alimentaria, destacando la influencia positiva de la inteligencia artificial y la generación de datos sintéticos para mejorar la calidad de los productos y optimizar procesos. Se abordan los desafíos de la implementación de la IA, junto con la prometedora aplicación de la computación cuántica en la resolución de problemas complejos. Se presentan ejemplos concretos de la generación de datos sintéticos en la detección de enfermedades en plantas y la predicción de temperatura en la cadena de frío. Se subraya la importancia de estas tecnologías para respaldar la toma de decisiones, mejorar la seguridad y calidad de los alimentos, y se reconoce que la computación cuántica, a pesar de sus desafíos actuales, promete ser una herramienta revolucionaria en la industria alimentaria.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract The article provides an opinion-based overview of the technological transformation in the food industry, highlighting the positive influence of artificial intelligence and synthetic data generation in enhancing product quality and process optimization. It addresses the challenges of implementing AI, alongside the promising application of quantum computing in tackling complex problems. Concrete examples of synthetic data generation in disease detection in plants and real-time temperature prediction in the cold chain are presented. The importance of these technologies in supporting decision-making, improving food safety and quality is underscored, with recognition that despite current challenges, quantum computing holds the potential to be a revolutionary tool in the food industry.]]></p></abstract>
<abstract abstract-type="short" xml:lang="pt"><p><![CDATA[Resumo O artigo fornece uma visão baseada na opinião da transformação tecnológica na indústria de alimentos, destacando a influência positiva da inteligência artificial e da geração de dados sintéticos na melhoria da qualidade dos produtos e na otimização dos processos. Aborda os desafios da implementação da IA, juntamente com a promissora aplicação da computação quântica na abordagem de problemas complexos. São apresentados exemplos concretos de geração de dados sintéticos na detecção de doenças em plantas e na previsão em tempo real da temperatura na cadeia de frio. É enfatizada a importância dessas tecnologias no apoio à tomada de decisões, na melhoria da segurança e na qualidade dos alimentos, com o reconhecimento de que, apesar dos desafios atuais, a computação quântica tem o potencial de ser uma ferramenta revolucionária na indústria alimenticía.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Inteligencia artificial]]></kwd>
<kwd lng="es"><![CDATA[Transformación tecnológica]]></kwd>
<kwd lng="es"><![CDATA[tecnología de alimentos]]></kwd>
<kwd lng="en"><![CDATA[Artificial intelligence]]></kwd>
<kwd lng="en"><![CDATA[Technological transformation]]></kwd>
<kwd lng="en"><![CDATA[Food technology]]></kwd>
<kwd lng="pt"><![CDATA[Inteligência artificial]]></kwd>
<kwd lng="pt"><![CDATA[Transformação tecnológica]]></kwd>
<kwd lng="pt"><![CDATA[Tecnologia de alimentos]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<label>[1]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Monteiro]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Barata]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Artificial Intelligence in Extended Agri-Food Supply Chain: A Short Review Based on Bibliometric Analysis]]></article-title>
<source><![CDATA[Procedia Computer Science]]></source>
<year>2021</year>
<volume>192</volume>
<page-range>3020-9</page-range></nlm-citation>
</ref>
<ref id="B2">
<label>[2]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ramirez]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Vilchez]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Thakar]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Phasinam]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Kassanuk]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Naved]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A review on role of artificial intelligence in food processing and manufacturing industry]]></article-title>
<source><![CDATA[Materials Today: Proceedings]]></source>
<year>2022</year>
<volume>51</volume>
<page-range>2462-5</page-range></nlm-citation>
</ref>
<ref id="B3">
<label>[3]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kudashkina]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Corradini]]></surname>
<given-names><![CDATA[MG]]></given-names>
</name>
<name>
<surname><![CDATA[Thirunathan]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Yada]]></surname>
<given-names><![CDATA[RY]]></given-names>
</name>
<name>
<surname><![CDATA[Fraser]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Artificial Intelligence technology in food safety: A behavioral approach]]></article-title>
<source><![CDATA[Trends in Food Science &amp; Technology]]></source>
<year>2022</year>
<volume>123</volume>
<page-range>376-81</page-range></nlm-citation>
</ref>
<ref id="B4">
<label>[4]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Khan]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Artificial Intelligence and Machine learning in Food Industries: A Study]]></article-title>
<source><![CDATA[Journal of Food Chemistry &amp; Nanotechnology]]></source>
<year>2022</year>
<volume>7</volume>
<page-range>60-7</page-range></nlm-citation>
</ref>
<ref id="B5">
<label>[5]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Webber]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Elfving]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
<name>
<surname><![CDATA[Weidt]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Hensinger]]></surname>
<given-names><![CDATA[WK.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Impact of Hardware Specifications on Reaching Quantum Advantage in the Fault Tolerant Regime]]></article-title>
<source><![CDATA[AVS Quantum Computing]]></source>
<year>2022</year>
<volume>4</volume>
<page-range>1-22</page-range></nlm-citation>
</ref>
<ref id="B6">
<label>[6]</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Byrum]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Quantum computing may help to solve the global food security problem (sitio en internet). AgFunder News]]></source>
<year>2023</year>
</nlm-citation>
</ref>
<ref id="B7">
<label>[7]</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nikolenko]]></surname>
<given-names><![CDATA[SI.]]></given-names>
</name>
</person-group>
<source><![CDATA[Synthetic Data for Deep Learning]]></source>
<year>2021</year>
<publisher-name><![CDATA[Springer International Publishing]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B8">
<label>[8]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Aldoseri]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Al-Khalifa]]></surname>
<given-names><![CDATA[KN]]></given-names>
</name>
<name>
<surname><![CDATA[Hamouda]]></surname>
<given-names><![CDATA[AM.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Re-Thinking Data Strategy and Integration for Artificial Intelligence: Concepts, Opportunities, and Challenges]]></article-title>
<source><![CDATA[Appl. Sci]]></source>
<year>2023</year>
<volume>13</volume>
<page-range>7082-115</page-range></nlm-citation>
</ref>
<ref id="B9">
<label>[9]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Padmanabhuni]]></surname>
<given-names><![CDATA[SS]]></given-names>
</name>
<name>
<surname><![CDATA[Gera]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Synthetic Data Augmentation of Tomato Plant Leaf using Meta Intelligent Generative Adversarial Network: Milgan]]></article-title>
<source><![CDATA[International Journal of Advanced Computer Science and Applications]]></source>
<year>2022</year>
<volume>13</volume>
<page-range>230-8</page-range></nlm-citation>
</ref>
<ref id="B10">
<label>[10]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Loisel]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Cornuéjols]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Laguerreb]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
<name>
<surname><![CDATA[Tardetc]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Cagnon]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Duchesne]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Machine learning for temperature prediction in food pallet along a cold chain: Comparison between synthetic and experimental training dataset]]></article-title>
<source><![CDATA[Journal of Food Engineering]]></source>
<year>2022</year>
<volume>335</volume>
<page-range>111156-67</page-range></nlm-citation>
</ref>
<ref id="B11">
<label>[11]</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wisnosky]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Asaithambi]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Solving Classical Computing Problems Via Quantum Computing - SOARS 2021]]></source>
<year>2023</year>
<conf-name><![CDATA[ Virtual Conference]]></conf-name>
<conf-loc>Bucaramanga, Colombia </conf-loc>
</nlm-citation>
</ref>
<ref id="B12">
<label>[12]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ajagekar]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[New frontiers of quantum computing in chemical engineering]]></article-title>
<source><![CDATA[Korean Journal of Chemical Engineering]]></source>
<year>2022</year>
<volume>39</volume>
<page-range>811-20</page-range></nlm-citation>
</ref>
<ref id="B13">
<label>[13]</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Faro]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
<name>
<surname><![CDATA[Johnson]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<source><![CDATA[IBM Quantum delivers 120x speedup of quantum workloads with Qiskit Runtime]]></source>
<year>2023</year>
<publisher-name><![CDATA[IBM.com]]></publisher-name>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
