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	<title>Sistemas automatizados de toma de decisiones en el sector público de Colombia Archivos - Sistemas de Algoritmos Públicos | Universidad de los Andes</title>
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	<title>Sistemas automatizados de toma de decisiones en el sector público de Colombia Archivos - Sistemas de Algoritmos Públicos | Universidad de los Andes</title>
	<link>https://algoritmos.uniandes.edu.co/category/repositorios/sistemas-automatizados-de-toma-de-decisiones-en-el-sector-publico-de-colombia/</link>
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		<title>IAPol — Inteligencia Artificial Aplicada al Servicio de Policía</title>
		<link>https://algoritmos.uniandes.edu.co/plataforma-de-analitica-de-datos-y-prediccion-del-delito/</link>
		
		<dc:creator><![CDATA[michelle]]></dc:creator>
		<pubDate>Wed, 18 Mar 2026 16:26:39 +0000</pubDate>
				<category><![CDATA[Repositorios]]></category>
		<category><![CDATA[Sistemas automatizados de toma de decisiones en el sector público de Colombia]]></category>
		<guid isPermaLink="false">https://algoritmos.uniandes.edu.co/?p=33082</guid>

					<description><![CDATA[<p>Inteligencia Artificial Aplicada al Servicio de Policía (IAPol) es un sistema desarrollado internamente por la Policía Nacional de Colombia cuyo [&#8230;]</p>
<p>El cargo <a href="https://algoritmos.uniandes.edu.co/plataforma-de-analitica-de-datos-y-prediccion-del-delito/">IAPol — Inteligencia Artificial Aplicada al Servicio de Policía</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></description>
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					<h1 class="elementor-heading-title elementor-size-default">IAPol — Inteligencia Artificial Aplicada al Servicio de Policía</h1>				</div>
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									<p><span data-sheets-root="1">Inteligencia Artificial Aplicada al Servicio de Policía (IAPol) es un sistema desarrollado internamente por la Policía Nacional de Colombia cuyo objetivo es ser &#8220;una herramienta estratégica para planear, controlar y evaluar la vigilancia en todo el país&#8221; (Policía Nacional de Colombia, 2024). Para lograrlo, el sistema IAPol emplea modelos predictivos para &#8220;anticipar delitos, optimizar rutas, ubicar puntos de apoyo, generar planes preventivos y atender emergencias en tiempo real&#8221; (Policía Nacional de Colombia, 2024). </span></p><p><span data-sheets-root="1">Entre las funcionalidades del sistema IAPol se destacan &#8220;la predicción del fenómeno delictivo, la transcripción de llamadas de la ciudadanía, la ruta óptima y tiempo estimado de llegada de la patrulla a un caso de policía e integración de bases de datos&#8221; (El Nuevo Siglo, s.f.). Adicionalmente, &#8220;los mapas digitales y los visores con IA permiten a los comandantes visualizar la ubicación en tiempo real de todas las patrullas, monitorizar el estado de las patrullas y su disponibilidad, asignar tareas a las patrullas de manera eficiente y comunicarse con las patrullas en tiempo real&#8221; (Policía Nacional de Colombia, 2024).<br /></span></p>								</div>
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							<span class="elementor-post-info__item-prefix">Fecha de publicación de esta ficha:</span>
										<time>marzo 18, 2026</time>					</span>
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		<div class="elementor-element elementor-element-697e954 e-flex e-con-boxed e-con e-parent" data-id="697e954" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
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		<div class="elementor-element elementor-element-519731b e-con-full e-flex e-con e-child" data-id="519731b" data-element_type="container" data-e-type="container">
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									<p><span data-sheets-root="1">Policía Nacional de Colombia </span></p>								</div>
				</div>
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		<div class="elementor-element elementor-element-9e24525 e-con-full e-flex e-con e-child" data-id="9e24525" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-54e58dc elementor-widget elementor-widget-heading" data-id="54e58dc" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Ubicación en la estructura del Estado</h2>				</div>
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		<div class="elementor-element elementor-element-abad429 e-con-full e-flex e-con e-child" data-id="abad429" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-5c3dea8 elementor-widget elementor-widget-heading" data-id="5c3dea8" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Nivel</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-d135473 e-con-full e-flex e-con e-child" data-id="d135473" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-6b81c75 elementor-widget elementor-widget-heading" data-id="6b81c75" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Clasificación COFOG</h2>				</div>
				</div>
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				<div class="elementor-element elementor-element-3c20932 elementor-widget elementor-widget-heading" data-id="3c20932" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Palabra clave</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-a38817d e-con-full e-flex e-con e-child" data-id="a38817d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-180455f elementor-widget elementor-widget-heading" data-id="180455f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Estado conocido del proyecto</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-7ad880e e-con-full e-flex e-con e-child" data-id="7ad880e" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-f84856f elementor-widget elementor-widget-heading" data-id="f84856f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Año de inicio en pilotaje del sistema</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-2a909dc e-con-full e-flex e-con e-child" data-id="2a909dc" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8276da9 elementor-widget elementor-widget-heading" data-id="8276da9" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Año de entrada en funcionamiento del sistema</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-3eb2802 e-con-full e-flex e-con e-child" data-id="3eb2802" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-7664b4f elementor-widget elementor-widget-heading" data-id="7664b4f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Usa datos personales</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-2e6e14d e-con-full e-flex e-con e-child" data-id="2e6e14d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-2131147 elementor-widget elementor-widget-heading" data-id="2131147" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Tipo de SDA </h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-8170fd3 e-con-full e-flex e-con e-child" data-id="8170fd3" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-2008103 elementor-widget elementor-widget-heading" data-id="2008103" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Potencial aporte a ODS</h2>				</div>
				</div>
				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Aporte a procesos de gobierno 
(Clasificación nivel I JRC - UE)</h2>				</div>
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				</div>
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				<div class="elementor-element elementor-element-9d660c9 elementor-widget elementor-widget-heading" data-id="9d660c9" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Sector de gobierno al que aporta el sistema (Clasificación BID)</h2>				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-6ac7a65 e-flex e-con-boxed e-con e-parent" data-id="6ac7a65" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
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					<h2 class="elementor-heading-title elementor-size-default">Tipo de interacción (sí, no)</h2>				</div>
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					</div>
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		<div class="elementor-element elementor-element-0962055 e-flex e-con-boxed e-con e-parent" data-id="0962055" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-d42e349 e-grid e-con-full e-con e-child" data-id="d42e349" data-element_type="container" data-e-type="container">
		<div class="elementor-element elementor-element-61ea457 e-con-full e-flex e-con e-child" data-id="61ea457" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-80502a6 elementor-widget elementor-widget-heading" data-id="80502a6" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2C</h2>				</div>
				</div>
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		<div class="elementor-element elementor-element-3d26e69 e-con-full e-flex e-con e-child" data-id="3d26e69" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8aacae8 elementor-widget elementor-widget-heading" data-id="8aacae8" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2B </h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-4135de2 e-con-full e-flex e-con e-child" data-id="4135de2" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-460091b elementor-widget elementor-widget-heading" data-id="460091b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2G </h2>				</div>
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				</div>
				</div>
					</div>
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		<div class="elementor-element elementor-element-8353f24 e-flex e-con-boxed e-con e-parent" data-id="8353f24" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
				<div class="elementor-element elementor-element-6d423b7 elementor-widget elementor-widget-heading" data-id="6d423b7" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Clasificación OCDE por tipo de tarea (sí, no)</h2>				</div>
				</div>
					</div>
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		<div class="elementor-element elementor-element-09477ae e-flex e-con-boxed e-con e-parent" data-id="09477ae" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-9a5a1f0 e-grid e-con-full e-con e-child" data-id="9a5a1f0" data-element_type="container" data-e-type="container">
		<div class="elementor-element elementor-element-bb9ea85 e-con-full e-flex e-con e-child" data-id="bb9ea85" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-4a4038d elementor-widget elementor-widget-heading" data-id="4a4038d" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">1. Reconocimiento</h2>				</div>
				</div>
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		<div class="elementor-element elementor-element-f036305 e-con-full e-flex e-con e-child" data-id="f036305" data-element_type="container" data-e-type="container">
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					<h2 class="elementor-heading-title elementor-size-default">2. Detección de eventos</h2>				</div>
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		<div class="elementor-element elementor-element-170b53d e-con-full e-flex e-con e-child" data-id="170b53d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-76ab512 elementor-widget elementor-widget-heading" data-id="76ab512" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">3. Predicción</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-8edd9b8 e-con-full e-flex e-con e-child" data-id="8edd9b8" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8bd539b elementor-widget elementor-widget-heading" data-id="8bd539b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">4. Personalización</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-dee38b0 e-con-full e-flex e-con e-child" data-id="dee38b0" data-element_type="container" data-e-type="container">
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					<h2 class="elementor-heading-title elementor-size-default">5. Soporte de interacción</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">6. Optimización orientada a objetivos</h2>				</div>
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				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">7. Razonamiento con estructura de conocimiento</h2>				</div>
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		<div class="elementor-element elementor-element-718dbc7 e-flex e-con-boxed e-con e-parent" data-id="718dbc7" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
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				<div class="elementor-element elementor-element-00a587b elementor-widget elementor-widget-heading" data-id="00a587b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Fuentes primarias y secundarias del repositorio </h2>				</div>
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				<div class="elementor-element elementor-element-b9fb04b elementor-widget elementor-widget-text-editor" data-id="b9fb04b" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
				<div class="elementor-widget-container">
									<p><span data-sheets-root="1">El Espectador. (02 de marzo de 2026). La inteligencia artificial de la Policía: así monitorean el delito en tiempo real en el país. El Espectador. https://www.elespectador.com/bogota/la-inteligencia-artificial-de-la-policia-asi-monitorean-el-delito-en-tiempo-real-en-el-pais/</span></p><p>El Nuevo Siglo. (s.f.). Con IA neutralizamos un millón de ataques cibernéticos: coronel Rojas Parra. https://www.elnuevosiglo.com.co/nacion/inteligencia-artificial-permitio-la-policia-neutralizar-un-millon-de-ataques-ciberneticos</p><p>Parra, J. C. (2026, 2 de marzo). Policía e inteligencia artificial: así monitorean el delito en el país, en tiempo real. El Espectador. https://www.elespectador.com/bogota/la-inteligencia-artificial-de-la-policia-asi-monitorean-el-delito-en-tiempo-real-en-el-pais/</p><p> </p><p> </p>								</div>
				</div>
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		<p>El cargo <a href="https://algoritmos.uniandes.edu.co/plataforma-de-analitica-de-datos-y-prediccion-del-delito/">IAPol — Inteligencia Artificial Aplicada al Servicio de Policía</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
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		<item>
		<title>EBA</title>
		<link>https://algoritmos.uniandes.edu.co/eba/</link>
		
		<dc:creator><![CDATA[michelle]]></dc:creator>
		<pubDate>Wed, 18 Mar 2026 16:15:05 +0000</pubDate>
				<category><![CDATA[Repositorios]]></category>
		<category><![CDATA[Sistemas automatizados de toma de decisiones en el sector público de Colombia]]></category>
		<guid isPermaLink="false">https://algoritmos.uniandes.edu.co/?p=33077</guid>

					<description><![CDATA[<p>La Empresa de Acueducto y Alcantarillado de Bogotá (EAAB) implementó EBA, una asistente virtual disponible las 24 horas del día, [&#8230;]</p>
<p>El cargo <a href="https://algoritmos.uniandes.edu.co/eba/">EBA</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></description>
										<content:encoded><![CDATA[		<div data-elementor-type="wp-post" data-elementor-id="33077" class="elementor elementor-33077" data-elementor-post-type="post">
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				<div class="elementor-widget-container">
					<h6 class="elementor-heading-title elementor-size-default"><a href="https://algoritmos.uniandes.edu.co/category/repositorios/" rel="tag">Repositorios</a>, <a href="https://algoritmos.uniandes.edu.co/category/repositorios/sistemas-automatizados-de-toma-de-decisiones-en-el-sector-publico-de-colombia/" rel="tag">Sistemas automatizados de toma de decisiones en el sector público de Colombia</a></h6>				</div>
				</div>
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				<div class="elementor-element elementor-element-f96159c elementor-widget elementor-widget-heading" data-id="f96159c" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h1 class="elementor-heading-title elementor-size-default">EBA</h1>				</div>
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				<div class="elementor-widget-container">
									<p><span data-sheets-root="1">La Empresa de Acueducto y Alcantarillado de Bogotá (EAAB) implementó EBA, una asistente virtual disponible las 24 horas del día, los 7 días de la semana. Su objetivo es ampliar y modernizar los canales de atención al usuario, brindando respuestas ágiles y accesibles sin necesidad de desplazamiento. Entre los servicios que ofrece se encuentran: consulta y descarga de facturas, verificación del saldo del estado de cuenta, realización de pagos en línea y orientación sobre trámites como independizaciones, convenios de pago y actualización de datos (Alcaldía de Bogotá, 2025).</span></p>								</div>
				</div>
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									<span class="elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date">
							<span class="elementor-post-info__item-prefix">Fecha de publicación de esta ficha:</span>
										<time>marzo 18, 2026</time>					</span>
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		<div class="elementor-element elementor-element-697e954 e-flex e-con-boxed e-con e-parent" data-id="697e954" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
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					<h2 class="elementor-heading-title elementor-size-default">Entidad pública</h2>				</div>
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									<p><span data-sheets-root="1">Empresa de acueducto y alcantarillado Bogotá<br />(EAAB) </span></p>								</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-9e24525 e-con-full e-flex e-con e-child" data-id="9e24525" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-54e58dc elementor-widget elementor-widget-heading" data-id="54e58dc" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Ubicación en la estructura del Estado</h2>				</div>
				</div>
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		<div class="elementor-element elementor-element-abad429 e-con-full e-flex e-con e-child" data-id="abad429" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-5c3dea8 elementor-widget elementor-widget-heading" data-id="5c3dea8" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Nivel</h2>				</div>
				</div>
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		<div class="elementor-element elementor-element-d135473 e-con-full e-flex e-con e-child" data-id="d135473" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-6b81c75 elementor-widget elementor-widget-heading" data-id="6b81c75" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Clasificación COFOG</h2>				</div>
				</div>
				</div>
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				<div class="elementor-element elementor-element-3c20932 elementor-widget elementor-widget-heading" data-id="3c20932" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Palabra clave</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Estado conocido del proyecto</h2>				</div>
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				<div class="elementor-element elementor-element-f84856f elementor-widget elementor-widget-heading" data-id="f84856f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Año de inicio en pilotaje del sistema</h2>				</div>
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		<div class="elementor-element elementor-element-2a909dc e-con-full e-flex e-con e-child" data-id="2a909dc" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8276da9 elementor-widget elementor-widget-heading" data-id="8276da9" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Año de entrada en funcionamiento del sistema</h2>				</div>
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				</div>
		<div class="elementor-element elementor-element-3eb2802 e-con-full e-flex e-con e-child" data-id="3eb2802" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-7664b4f elementor-widget elementor-widget-heading" data-id="7664b4f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Usa datos personales</h2>				</div>
				</div>
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		<div class="elementor-element elementor-element-2e6e14d e-con-full e-flex e-con e-child" data-id="2e6e14d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-2131147 elementor-widget elementor-widget-heading" data-id="2131147" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Tipo de SDA </h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Potencial aporte a ODS</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Aporte a procesos de gobierno 
(Clasificación nivel I JRC - UE)</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Tipo de interacción (sí, no)</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">G2C</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">G2B </h2>				</div>
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				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Clasificación OCDE por tipo de tarea (sí, no)</h2>				</div>
				</div>
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				</div>
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					<div class="e-con-inner">
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					<h2 class="elementor-heading-title elementor-size-default">1. Reconocimiento</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">3. Predicción</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">4. Personalización</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">5. Soporte de interacción</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">6. Optimización orientada a objetivos</h2>				</div>
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				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">7. Razonamiento con estructura de conocimiento</h2>				</div>
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					</div>
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				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Fuentes primarias y secundarias del repositorio </h2>				</div>
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				<div class="elementor-element elementor-element-b9fb04b elementor-widget elementor-widget-text-editor" data-id="b9fb04b" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
				<div class="elementor-widget-container">
									<p><span data-sheets-root="1">Alcaldía de Bogotá. (2021, 8 de octubre). EBA, la asistente virtual de usuarios del acueducto de Bogotá. Portal Bogotá. https://bogota.gov.co/mi-ciudad/habitat/eba-la-asistente-virtual-de-usuarios-del-acueducto-de-bogota-foto<br /><br />Alcaldía de Bogotá. (2021, 9 de junio). Canales virtuales de atención del acueducto de Bogotá. Portal Bogotá. https://bogota.gov.co/mi-ciudad/habitat/canales-virtuales-de-atencion-del-acueducto-de-bogota<br /><br />Alcaldía de Bogotá. (2025, 29 de septiembre). Canales virtuales para pagar la factura del Acueducto de Bogotá 2025. Portal Bogotá. <a class="in-cell-link" href="https://bogota.gov.co/mi-ciudad/habitat/canales-virtuales-para-pagar-la-factura-del-acueducto-de-bogota-2025" target="_blank" rel="noopener">https://bogota.gov.co/mi-ciudad/habitat/canales-virtuales-para-pagar-la-factura-del-acueducto-de-bogota-2025</a></span></p>								</div>
				</div>
				</div>
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				</div>
				</div>
		<p>El cargo <a href="https://algoritmos.uniandes.edu.co/eba/">EBA</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>Chatbot electoral</title>
		<link>https://algoritmos.uniandes.edu.co/chatbot-electoral/</link>
		
		<dc:creator><![CDATA[michelle]]></dc:creator>
		<pubDate>Wed, 18 Mar 2026 16:09:52 +0000</pubDate>
				<category><![CDATA[Repositorios]]></category>
		<category><![CDATA[Sistemas automatizados de toma de decisiones en el sector público de Colombia]]></category>
		<guid isPermaLink="false">https://algoritmos.uniandes.edu.co/?p=33072</guid>

					<description><![CDATA[<p>El &#8220;Chatbot electoral&#8221; implementado por la Registraduría Nacional del Estado Civil tiene el objetivo de democratizar el acceso a la [&#8230;]</p>
<p>El cargo <a href="https://algoritmos.uniandes.edu.co/chatbot-electoral/">Chatbot electoral</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></description>
										<content:encoded><![CDATA[		<div data-elementor-type="wp-post" data-elementor-id="33072" class="elementor elementor-33072" data-elementor-post-type="post">
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					<h6 class="elementor-heading-title elementor-size-default"><a href="https://algoritmos.uniandes.edu.co/category/repositorios/" rel="tag">Repositorios</a>, <a href="https://algoritmos.uniandes.edu.co/category/repositorios/sistemas-automatizados-de-toma-de-decisiones-en-el-sector-publico-de-colombia/" rel="tag">Sistemas automatizados de toma de decisiones en el sector público de Colombia</a></h6>				</div>
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				<div class="elementor-widget-container">
					<h1 class="elementor-heading-title elementor-size-default">Chatbot electoral</h1>				</div>
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									<p><span data-sheets-root="1">El &#8220;Chatbot electoral&#8221; implementado por la Registraduría Nacional del Estado Civil tiene el objetivo de democratizar el acceso a la información electoral, reducir barreras de participación ciudadana y fortalecer el ecosistema digital institucional de cara a las elecciones de Congreso y Presidencia de 2026, tanto para colombianos residentes en el país como en el exterior. Para lograrlo, el chatbot opera a través de WhatsApp y permite al usuario acceder, con solo ingresar su número de cédula, a ocho funcionalidades clave: consulta del lugar de votación, verificación de designación como jurado, información sobre candidatos y listas electorales, resultados preliminares en tiempo real, cronograma electoral, tarjetas electorales, plan de trabajo institucional y capacitación para jurados (Registraduría Nacional del Estado Civil, 2026).</span></p>								</div>
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							<span class="elementor-post-info__item-prefix">Fecha de publicación de esta ficha:</span>
										<time>marzo 18, 2026</time>					</span>
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					<h2 class="elementor-heading-title elementor-size-default">Entidad pública</h2>				</div>
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									<p><span data-sheets-root="1">Registraduría Nacional del Estado Civil </span></p>								</div>
				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Ubicación en la estructura del Estado</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Nivel</h2>				</div>
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		<div class="elementor-element elementor-element-d135473 e-con-full e-flex e-con e-child" data-id="d135473" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-6b81c75 elementor-widget elementor-widget-heading" data-id="6b81c75" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Clasificación COFOG</h2>				</div>
				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Palabra clave</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Estado conocido del proyecto</h2>				</div>
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				<div class="elementor-element elementor-element-f84856f elementor-widget elementor-widget-heading" data-id="f84856f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Año de inicio en pilotaje del sistema</h2>				</div>
				</div>
				</div>
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				<div class="elementor-element elementor-element-8276da9 elementor-widget elementor-widget-heading" data-id="8276da9" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Año de entrada en funcionamiento del sistema</h2>				</div>
				</div>
				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Usa datos personales</h2>				</div>
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				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Tipo de SDA </h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Aporte a procesos de gobierno 
(Clasificación nivel I JRC - UE)</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">G2C</h2>				</div>
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				</div>
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					<h2 class="elementor-heading-title elementor-size-default">G2B </h2>				</div>
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				</div>
		<div class="elementor-element elementor-element-4135de2 e-con-full e-flex e-con e-child" data-id="4135de2" data-element_type="container" data-e-type="container">
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					<h2 class="elementor-heading-title elementor-size-default">G2G </h2>				</div>
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		<div class="elementor-element elementor-element-8353f24 e-flex e-con-boxed e-con e-parent" data-id="8353f24" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
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					<h2 class="elementor-heading-title elementor-size-default">Clasificación OCDE por tipo de tarea (sí, no)</h2>				</div>
				</div>
					</div>
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		<div class="elementor-element elementor-element-09477ae e-flex e-con-boxed e-con e-parent" data-id="09477ae" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
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		<div class="elementor-element elementor-element-9a5a1f0 e-grid e-con-full e-con e-child" data-id="9a5a1f0" data-element_type="container" data-e-type="container">
		<div class="elementor-element elementor-element-bb9ea85 e-con-full e-flex e-con e-child" data-id="bb9ea85" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-4a4038d elementor-widget elementor-widget-heading" data-id="4a4038d" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">1. Reconocimiento</h2>				</div>
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				</div>
		<div class="elementor-element elementor-element-f036305 e-con-full e-flex e-con e-child" data-id="f036305" data-element_type="container" data-e-type="container">
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					<h2 class="elementor-heading-title elementor-size-default">2. Detección de eventos</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">3. Predicción</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">4. Personalización</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">6. Optimización orientada a objetivos</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">7. Razonamiento con estructura de conocimiento</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Fuentes primarias y secundarias del repositorio </h2>				</div>
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				<div class="elementor-element elementor-element-b9fb04b elementor-widget elementor-widget-text-editor" data-id="b9fb04b" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
				<div class="elementor-widget-container">
									<p><span data-sheets-root="1">Cambio Colombia. (2026, 17 de febrero). Elecciones 2026: Registraduría presenta nuevo chatbot para fortalecer el acceso a la información electoral. https://cambiocolombia.com/contenido-especial/articulo/2026/2/elecciones-2026-registraduria-presenta-nuevo-chatbot-para-fortalecer-el-acceso-a-la-informacion-electoral/<br /><br />Colombia.com. (2026, 17 de febrero). Un mensaje basta: nuevo asistente de la Registraduría que promete frenar rumores electorales. https://www.colombia.com/elecciones/2026/chatbot-oficial-permitira-verificar-jurados-y-resultados-en-tiempo-real-564321<br /><br />El Espectador. (2026a, 17 de febrero). Fajardo y Barreras suman nuevos apoyos, CNE, Registraduría y otras movidas electorales. https://www.elespectador.com/politica/elecciones-colombia-2026/sergio-fajardo-roy-barreras-hernan-penagos-y-las-movidas-electorales-que-agitan-el-escenario-de-las-elecciones-noticias-hoy/<br /><br />El Espectador. (2026b, 17 de febrero). Este es el nuevo chatbot de la Registraduría para las elecciones 2026: ¿Cómo usarlo? https://www.elespectador.com/politica/elecciones-colombia-2026/este-es-el-nuevo-chatbot-de-la-registraduria-para-las-elecciones-2026-como-usarlo/<br /><br />El País. (2026a, 17 de febrero). Elecciones 2026: Registraduría lanzó un innovador servicio diseñado para acercar la información electoral; así funciona el chatbot. https://www.elpais.com.co/elecciones/elecciones-2026-registraduria-lanzo-un-innovador-servicio-disenado-para-acercar-la-informacion-electoral-asi-funciona-el-chatbot-1758.html<br /><br />El País. (2026b, 17 de febrero). Colombianos pueden consultar su lugar de votación por WhatsApp: Registraduría lanza nueva herramienta para elecciones 2026. https://www.elpais.com.co/colombia/colombianos-pueden-consultar-su-lugar-de-votacion-por-whatsapp-registraduria-lanza-nueva-herramienta-para-elecciones-2026-1922.html<br /><br /><br />Infobae. (2026, 17 de febrero). La Registraduría Nacional lanzó chatbot y mapa interactivo para las elecciones del 8 de marzo: así funcionan. https://www.infobae.com/colombia/2026/02/17/la-registraduria-nacional-lanzo-chatbot-y-mapa-interactivo-para-las-elecciones-del-8-de-marzo-asi-funcionan/<br /><br />Registraduría Nacional del Estado Civil. (2026, 17 de febrero). Registaduría acerca la información electoral a los colombianos con el chatbot institucional. https://www.registraduria.gov.co/Registaduria-acerca-la-informacion-electoral-a-los-colombianos-con-el.html<br /><br /></span></p>								</div>
				</div>
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				</div>
		<p>El cargo <a href="https://algoritmos.uniandes.edu.co/chatbot-electoral/">Chatbot electoral</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>Algoritmos de Georreferenciación para asignación de lugares para presentar pruebas</title>
		<link>https://algoritmos.uniandes.edu.co/algoritmos-de-georreferenciacion-para-asignacion-de-lugares-para-presentar-pruebas/</link>
		
		<dc:creator><![CDATA[michelle]]></dc:creator>
		<pubDate>Wed, 18 Mar 2026 16:04:22 +0000</pubDate>
				<category><![CDATA[Repositorios]]></category>
		<category><![CDATA[Sistemas automatizados de toma de decisiones en el sector público de Colombia]]></category>
		<guid isPermaLink="false">https://algoritmos.uniandes.edu.co/?p=33067</guid>

					<description><![CDATA[<p>Sistema desarrollado por el ICFES con el objetivo de optimizar recursos y ofrecer a los estudiantes herramientas más equitativas y [&#8230;]</p>
<p>El cargo <a href="https://algoritmos.uniandes.edu.co/algoritmos-de-georreferenciacion-para-asignacion-de-lugares-para-presentar-pruebas/">Algoritmos de Georreferenciación para asignación de lugares para presentar pruebas</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></description>
										<content:encoded><![CDATA[		<div data-elementor-type="wp-post" data-elementor-id="33067" class="elementor elementor-33067" data-elementor-post-type="post">
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					<h6 class="elementor-heading-title elementor-size-default"><a href="https://algoritmos.uniandes.edu.co/category/repositorios/" rel="tag">Repositorios</a>, <a href="https://algoritmos.uniandes.edu.co/category/repositorios/sistemas-automatizados-de-toma-de-decisiones-en-el-sector-publico-de-colombia/" rel="tag">Sistemas automatizados de toma de decisiones en el sector público de Colombia</a></h6>				</div>
				</div>
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				<div class="elementor-widget-container">
					<h1 class="elementor-heading-title elementor-size-default">Algoritmos de Georreferenciación para asignación de lugares para presentar pruebas</h1>				</div>
				</div>
				<div class="elementor-element elementor-element-648764d elementor-widget elementor-widget-text-editor" data-id="648764d" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
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									<p><span data-sheets-root="1">Sistema desarrollado por el ICFES con el objetivo de optimizar recursos y ofrecer a los estudiantes herramientas más equitativas y confiables para la toma de decisiones logísticas, reduciendo las barreras de acceso a las Pruebas de Estado a nivel nacional. Para lograrlo, emplea algoritmos de georreferenciación que asignan automáticamente a cada estudiante el lugar de aplicación más cercano a su residencia, considerando obstáculos geográficos reales como ríos o rutas de difícil acceso. Esto reduce los tiempos de desplazamiento, mejora la equidad logística y permite diseñar planes de contingencia adaptados a las condiciones territoriales de cada región (MEN, 2025). </span></p>								</div>
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							<span class="elementor-post-info__item-prefix">Fecha de publicación de esta ficha:</span>
										<time>marzo 18, 2026</time>					</span>
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															<img loading="lazy" decoding="async" width="700" height="500" src="https://algoritmos.uniandes.edu.co/wp-content/uploads/1-29.jpg" class="attachment-full size-full wp-image-30697" alt="" srcset="https://algoritmos.uniandes.edu.co/wp-content/uploads/1-29.jpg 700w, https://algoritmos.uniandes.edu.co/wp-content/uploads/1-29-300x214.jpg 300w, https://algoritmos.uniandes.edu.co/wp-content/uploads/1-29-150x107.jpg 150w" sizes="(max-width: 700px) 100vw, 700px" />															</div>
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					<h2 class="elementor-heading-title elementor-size-default">Entidad pública</h2>				</div>
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									<p><span data-sheets-root="1">Instituto Colombiano para la Evaluación de la Educación<br />(ICFES)</span></p>								</div>
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					<h2 class="elementor-heading-title elementor-size-default">Ubicación en la estructura del Estado</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Clasificación COFOG</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Palabra clave</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Estado conocido del proyecto</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Año de inicio en pilotaje del sistema</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Año de entrada en funcionamiento del sistema</h2>				</div>
				</div>
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		<div class="elementor-element elementor-element-3eb2802 e-con-full e-flex e-con e-child" data-id="3eb2802" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-7664b4f elementor-widget elementor-widget-heading" data-id="7664b4f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Usa datos personales</h2>				</div>
				</div>
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		<div class="elementor-element elementor-element-2e6e14d e-con-full e-flex e-con e-child" data-id="2e6e14d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-2131147 elementor-widget elementor-widget-heading" data-id="2131147" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Tipo de SDA </h2>				</div>
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		<div class="elementor-element elementor-element-8170fd3 e-con-full e-flex e-con e-child" data-id="8170fd3" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-2008103 elementor-widget elementor-widget-heading" data-id="2008103" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Potencial aporte a ODS</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-332440b e-con-full e-flex e-con e-child" data-id="332440b" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-0b29389 elementor-widget elementor-widget-heading" data-id="0b29389" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Aporte a procesos de gobierno 
(Clasificación nivel I JRC - UE)</h2>				</div>
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				</div>
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				<div class="elementor-element elementor-element-9d660c9 elementor-widget elementor-widget-heading" data-id="9d660c9" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Sector de gobierno al que aporta el sistema (Clasificación BID)</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Tipo de interacción (sí, no)</h2>				</div>
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		<div class="elementor-element elementor-element-0962055 e-flex e-con-boxed e-con e-parent" data-id="0962055" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
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				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2C</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-3d26e69 e-con-full e-flex e-con e-child" data-id="3d26e69" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8aacae8 elementor-widget elementor-widget-heading" data-id="8aacae8" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2B </h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-4135de2 e-con-full e-flex e-con e-child" data-id="4135de2" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-460091b elementor-widget elementor-widget-heading" data-id="460091b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">G2G </h2>				</div>
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		<div class="elementor-element elementor-element-8353f24 e-flex e-con-boxed e-con e-parent" data-id="8353f24" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
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				<div class="elementor-element elementor-element-6d423b7 elementor-widget elementor-widget-heading" data-id="6d423b7" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Clasificación OCDE por tipo de tarea (sí, no)</h2>				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-09477ae e-flex e-con-boxed e-con e-parent" data-id="09477ae" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-9a5a1f0 e-grid e-con-full e-con e-child" data-id="9a5a1f0" data-element_type="container" data-e-type="container">
		<div class="elementor-element elementor-element-bb9ea85 e-con-full e-flex e-con e-child" data-id="bb9ea85" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-4a4038d elementor-widget elementor-widget-heading" data-id="4a4038d" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">1. Reconocimiento</h2>				</div>
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		<div class="elementor-element elementor-element-f036305 e-con-full e-flex e-con e-child" data-id="f036305" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-0a599ed elementor-widget elementor-widget-heading" data-id="0a599ed" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">2. Detección de eventos</h2>				</div>
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		<div class="elementor-element elementor-element-170b53d e-con-full e-flex e-con e-child" data-id="170b53d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-76ab512 elementor-widget elementor-widget-heading" data-id="76ab512" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">3. Predicción</h2>				</div>
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				<div class="elementor-element elementor-element-8bd539b elementor-widget elementor-widget-heading" data-id="8bd539b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">4. Personalización</h2>				</div>
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		<div class="elementor-element elementor-element-dee38b0 e-con-full e-flex e-con e-child" data-id="dee38b0" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-50e3b6b elementor-widget elementor-widget-heading" data-id="50e3b6b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">5. Soporte de interacción</h2>				</div>
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		<div class="elementor-element elementor-element-865799c e-con-full e-flex e-con e-child" data-id="865799c" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-baaa981 elementor-widget elementor-widget-heading" data-id="baaa981" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">6. Optimización orientada a objetivos</h2>				</div>
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				<div class="elementor-element elementor-element-7449931 elementor-widget elementor-widget-heading" data-id="7449931" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">7. Razonamiento con estructura de conocimiento</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Fuentes primarias y secundarias del repositorio </h2>				</div>
				</div>
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									<p><span data-sheets-root="1">ICFES. (2025, 16 de septiembre). Comunicado de prensa: Icfes impulsa la transformación tecnológica del sistema de evaluación del país. https://www.icfes.gov.co/comunicado-de-prensa-icfes-impulsa-la-transformacion-tecnologica-del-sistema-de-evaluacion-del-pais/<br /><br />Infobae (2025, 10 de septiembre). Icfes revoluciona la evaluación educativa en Colombia con inteligencia artificial: así funciona la herramienta digital. Infobae. <a class="in-cell-link" href="https://www.infobae.com/colombia/2025/09/10/icfes-revoluciona-la-evaluacion-educativa-en-colombia-con-inteligencia-artificial-asi-funciona-la-herramienta-digital/" target="_blank" rel="noopener">https://www.infobae.com/colombia/2025/09/10/icfes-revoluciona-la-evaluacion-educativa-en-colombia-con-inteligencia-artificial-asi-funciona-la-herramienta-digital/</a><br /><br />Ministerio de Educación Nacional [MEN]. (2025, 4 de septiembre). Icfes impulsa la transformación tecnológica del sistema de evaluación del país. <a class="in-cell-link" href="https://www.mineducacion.gov.co/portal/salaprensa/Comunicados/425635:Icfes-impulsa-la-transformacion-tecnologica-del-sistema-de-evaluacion-del-pais" target="_blank" rel="noopener">https://www.mineducacion.gov.co/portal/salaprensa/Comunicados/425635:Icfes-impulsa-la-transformacion-tecnologica-del-sistema-de-evaluacion-del-pais</a></span></p>								</div>
				</div>
				</div>
					</div>
				</div>
				</div>
		<p>El cargo <a href="https://algoritmos.uniandes.edu.co/algoritmos-de-georreferenciacion-para-asignacion-de-lugares-para-presentar-pruebas/">Algoritmos de Georreferenciación para asignación de lugares para presentar pruebas</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>Automatización de la codificación de respuestas abiertas a través de aceleradores de inteligencia artificial</title>
		<link>https://algoritmos.uniandes.edu.co/automatizacion-de-la-codificacion-de-respuestas-abiertas-a-traves-de-aceleradores-de-inteligencia-artificial/</link>
		
		<dc:creator><![CDATA[michelle]]></dc:creator>
		<pubDate>Wed, 18 Mar 2026 15:55:07 +0000</pubDate>
				<category><![CDATA[Repositorios]]></category>
		<category><![CDATA[Sistemas automatizados de toma de decisiones en el sector público de Colombia]]></category>
		<guid isPermaLink="false">https://algoritmos.uniandes.edu.co/?p=33061</guid>

					<description><![CDATA[<p>El sistema &#8220;automatización de la codificación de respuestas abiertas&#8221; es implementado por el ICFES con el objetivo de reducir tiempos, [&#8230;]</p>
<p>El cargo <a href="https://algoritmos.uniandes.edu.co/automatizacion-de-la-codificacion-de-respuestas-abiertas-a-traves-de-aceleradores-de-inteligencia-artificial/">Automatización de la codificación de respuestas abiertas a través de aceleradores de inteligencia artificial</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></description>
										<content:encoded><![CDATA[		<div data-elementor-type="wp-post" data-elementor-id="33061" class="elementor elementor-33061" data-elementor-post-type="post">
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					<h6 class="elementor-heading-title elementor-size-default"><a href="https://algoritmos.uniandes.edu.co/category/repositorios/" rel="tag">Repositorios</a>, <a href="https://algoritmos.uniandes.edu.co/category/repositorios/sistemas-automatizados-de-toma-de-decisiones-en-el-sector-publico-de-colombia/" rel="tag">Sistemas automatizados de toma de decisiones en el sector público de Colombia</a></h6>				</div>
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				<div class="elementor-widget-container">
					<h1 class="elementor-heading-title elementor-size-default">Automatización de la codificación de respuestas abiertas a través de aceleradores de inteligencia artificial</h1>				</div>
				</div>
				<div class="elementor-element elementor-element-648764d elementor-widget elementor-widget-text-editor" data-id="648764d" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
				<div class="elementor-widget-container">
									<p><span data-sheets-root="1">El sistema &#8220;automatización de la codificación de respuestas abiertas&#8221; es implementado por el ICFES con el objetivo de reducir tiempos, optimizar recursos y ofrecer a estudiantes y entidades territoriales herramientas más confiables para la toma de decisiones educativas a nivel nacional. Para lograrlo, el sistema emplea aceleradores de inteligencia artificial que califican y codifican automáticamente las respuestas abiertas de las Pruebas de Estado, reemplazando el proceso manual de corrección. Esto reduce en un 91,6 % el tiempo de calificación y en un 50 % el tiempo de entrega de resultados, minimizando los errores humanos y garantizando procesos más ágiles, precisos y efectivos (Icfes, 2025). <br /></span></p>								</div>
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							<span class="elementor-post-info__item-prefix">Fecha de publicación de esta ficha:</span>
										<time>marzo 18, 2026</time>					</span>
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					<h2 class="elementor-heading-title elementor-size-default">Entidad pública</h2>				</div>
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									<p><span data-sheets-root="1">Instituto Colombiano para la Evaluación de la Educación<br />(ICFES)</span></p>								</div>
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					<h2 class="elementor-heading-title elementor-size-default">Ubicación en la estructura del Estado</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-abad429 e-con-full e-flex e-con e-child" data-id="abad429" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-5c3dea8 elementor-widget elementor-widget-heading" data-id="5c3dea8" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Nivel</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-d135473 e-con-full e-flex e-con e-child" data-id="d135473" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-6b81c75 elementor-widget elementor-widget-heading" data-id="6b81c75" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Clasificación COFOG</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-b94b9b8 e-con-full e-flex e-con e-child" data-id="b94b9b8" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-3c20932 elementor-widget elementor-widget-heading" data-id="3c20932" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Palabra clave</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-a38817d e-con-full e-flex e-con e-child" data-id="a38817d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-180455f elementor-widget elementor-widget-heading" data-id="180455f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Estado conocido del proyecto</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-7ad880e e-con-full e-flex e-con e-child" data-id="7ad880e" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-f84856f elementor-widget elementor-widget-heading" data-id="f84856f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Año de inicio en pilotaje del sistema</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-2a909dc e-con-full e-flex e-con e-child" data-id="2a909dc" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8276da9 elementor-widget elementor-widget-heading" data-id="8276da9" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Año de entrada en funcionamiento del sistema</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-3eb2802 e-con-full e-flex e-con e-child" data-id="3eb2802" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-7664b4f elementor-widget elementor-widget-heading" data-id="7664b4f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Usa datos personales</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-2e6e14d e-con-full e-flex e-con e-child" data-id="2e6e14d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-2131147 elementor-widget elementor-widget-heading" data-id="2131147" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Tipo de SDA </h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-8170fd3 e-con-full e-flex e-con e-child" data-id="8170fd3" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-2008103 elementor-widget elementor-widget-heading" data-id="2008103" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Potencial aporte a ODS</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-332440b e-con-full e-flex e-con e-child" data-id="332440b" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-0b29389 elementor-widget elementor-widget-heading" data-id="0b29389" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Aporte a procesos de gobierno 
(Clasificación nivel I JRC - UE)</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-86f154f e-con-full e-flex e-con e-child" data-id="86f154f" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-9d660c9 elementor-widget elementor-widget-heading" data-id="9d660c9" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Sector de gobierno al que aporta el sistema (Clasificación BID)</h2>				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-6ac7a65 e-flex e-con-boxed e-con e-parent" data-id="6ac7a65" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
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					<h2 class="elementor-heading-title elementor-size-default">Tipo de interacción (sí, no)</h2>				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-0962055 e-flex e-con-boxed e-con e-parent" data-id="0962055" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-d42e349 e-grid e-con-full e-con e-child" data-id="d42e349" data-element_type="container" data-e-type="container">
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				<div class="elementor-element elementor-element-80502a6 elementor-widget elementor-widget-heading" data-id="80502a6" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2C</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-3d26e69 e-con-full e-flex e-con e-child" data-id="3d26e69" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8aacae8 elementor-widget elementor-widget-heading" data-id="8aacae8" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2B </h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-4135de2 e-con-full e-flex e-con e-child" data-id="4135de2" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-460091b elementor-widget elementor-widget-heading" data-id="460091b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">G2G </h2>				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-8353f24 e-flex e-con-boxed e-con e-parent" data-id="8353f24" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
				<div class="elementor-element elementor-element-6d423b7 elementor-widget elementor-widget-heading" data-id="6d423b7" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Clasificación OCDE por tipo de tarea (sí, no)</h2>				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-09477ae e-flex e-con-boxed e-con e-parent" data-id="09477ae" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-9a5a1f0 e-grid e-con-full e-con e-child" data-id="9a5a1f0" data-element_type="container" data-e-type="container">
		<div class="elementor-element elementor-element-bb9ea85 e-con-full e-flex e-con e-child" data-id="bb9ea85" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-4a4038d elementor-widget elementor-widget-heading" data-id="4a4038d" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">1. Reconocimiento</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-f036305 e-con-full e-flex e-con e-child" data-id="f036305" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-0a599ed elementor-widget elementor-widget-heading" data-id="0a599ed" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">2. Detección de eventos</h2>				</div>
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		<div class="elementor-element elementor-element-170b53d e-con-full e-flex e-con e-child" data-id="170b53d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-76ab512 elementor-widget elementor-widget-heading" data-id="76ab512" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">3. Predicción</h2>				</div>
				</div>
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		<div class="elementor-element elementor-element-8edd9b8 e-con-full e-flex e-con e-child" data-id="8edd9b8" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8bd539b elementor-widget elementor-widget-heading" data-id="8bd539b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">4. Personalización</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-dee38b0 e-con-full e-flex e-con e-child" data-id="dee38b0" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-50e3b6b elementor-widget elementor-widget-heading" data-id="50e3b6b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">5. Soporte de interacción</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-865799c e-con-full e-flex e-con e-child" data-id="865799c" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-baaa981 elementor-widget elementor-widget-heading" data-id="baaa981" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">6. Optimización orientada a objetivos</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-fa47a08 e-con-full e-flex e-con e-child" data-id="fa47a08" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-7449931 elementor-widget elementor-widget-heading" data-id="7449931" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">7. Razonamiento con estructura de conocimiento</h2>				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-718dbc7 e-flex e-con-boxed e-con e-parent" data-id="718dbc7" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
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					<h2 class="elementor-heading-title elementor-size-default">Fuentes primarias y secundarias del repositorio </h2>				</div>
				</div>
				<div class="elementor-element elementor-element-b9fb04b elementor-widget elementor-widget-text-editor" data-id="b9fb04b" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
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									<p><span data-sheets-root="1">ICFES. (2025, 16 de septiembre). Comunicado de prensa: Icfes impulsa la transformación tecnológica del sistema de evaluación del país. https://www.icfes.gov.co/comunicado-de-prensa-icfes-impulsa-la-transformacion-tecnologica-del-sistema-de-evaluacion-del-pais/<br /><br />Largo, J. M. (2025, 10 de septiembre). Icfes revoluciona la evaluación educativa en Colombia con inteligencia artificial: así funciona la herramienta digital. Infobae. https://www.infobae.com/colombia/2025/09/10/icfes-revoluciona-la-evaluacion-educativa-en-colombia-con-inteligencia-artificial-asi-funciona-la-herramienta-digital/<br /><br />Ministerio de Educación Nacional [MEN]. (2025, 4 de septiembre). Icfes impulsa la transformación tecnológica del sistema de evaluación del país. https://www.mineducacion.gov.co/portal/salaprensa/Comunicados/425635:Icfes-impulsa-la-transformacion-tecnologica-del-sistema-de-evaluacion-del-pais<br /><br />IFCES (2025). Informe de gestión 2024. Versión 1. <a class="in-cell-link" href="https://www.icfes.gov.co/wp-content/uploads/2025/02/Informe-de-Gestion-2024.pdf" target="_blank" rel="noopener">https://www.icfes.gov.co/wp-content/uploads/2025/02/Informe-de-Gestion-2024.pdf</a></span></p><p> </p>								</div>
				</div>
				</div>
					</div>
				</div>
				</div>
		<p>El cargo <a href="https://algoritmos.uniandes.edu.co/automatizacion-de-la-codificacion-de-respuestas-abiertas-a-traves-de-aceleradores-de-inteligencia-artificial/">Automatización de la codificación de respuestas abiertas a través de aceleradores de inteligencia artificial</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
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			</item>
		<item>
		<title>Relati 3.0</title>
		<link>https://algoritmos.uniandes.edu.co/relati-3-0/</link>
		
		<dc:creator><![CDATA[michelle]]></dc:creator>
		<pubDate>Wed, 18 Mar 2026 15:49:30 +0000</pubDate>
				<category><![CDATA[Repositorios]]></category>
		<category><![CDATA[Sistemas automatizados de toma de decisiones en el sector público de Colombia]]></category>
		<guid isPermaLink="false">https://algoritmos.uniandes.edu.co/?p=33056</guid>

					<description><![CDATA[<p>RELATI 3.0 es el sistema de búsqueda jurisprudencial con inteligencia artificial generativa de la Jurisdicción Especial para la Paz (JEP), [&#8230;]</p>
<p>El cargo <a href="https://algoritmos.uniandes.edu.co/relati-3-0/">Relati 3.0</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></description>
										<content:encoded><![CDATA[		<div data-elementor-type="wp-post" data-elementor-id="33056" class="elementor elementor-33056" data-elementor-post-type="post">
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					<h6 class="elementor-heading-title elementor-size-default"><a href="https://algoritmos.uniandes.edu.co/category/repositorios/" rel="tag">Repositorios</a>, <a href="https://algoritmos.uniandes.edu.co/category/repositorios/sistemas-automatizados-de-toma-de-decisiones-en-el-sector-publico-de-colombia/" rel="tag">Sistemas automatizados de toma de decisiones en el sector público de Colombia</a></h6>				</div>
				</div>
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				<div class="elementor-widget-container">
					<h1 class="elementor-heading-title elementor-size-default">Relati 3.0</h1>				</div>
				</div>
				<div class="elementor-element elementor-element-648764d elementor-widget elementor-widget-text-editor" data-id="648764d" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
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									<p><span data-sheets-root="1">RELATI 3.0 es el sistema de búsqueda jurisprudencial con inteligencia artificial generativa de la Jurisdicción Especial para la Paz (JEP), desarrollado por la Relatoría General. Integra funcionalidades de inteligencia artificial para realizar búsqueda avanzada de decisiones y análisis jurídico temático con base a material bibliográfico, fichas jurisprudenciales y contenidos divulgativos organizados por los once macrocasos que lleva la entidad (JEP, 2025). </span></p>								</div>
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							<span class="elementor-post-info__item-prefix">Fecha de publicación de esta ficha:</span>
										<time>marzo 18, 2026</time>					</span>
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															<img loading="lazy" decoding="async" width="700" height="500" src="https://algoritmos.uniandes.edu.co/wp-content/uploads/1-9.jpg" class="attachment-full size-full wp-image-30675" alt="" srcset="https://algoritmos.uniandes.edu.co/wp-content/uploads/1-9.jpg 700w, https://algoritmos.uniandes.edu.co/wp-content/uploads/1-9-300x214.jpg 300w, https://algoritmos.uniandes.edu.co/wp-content/uploads/1-9-150x107.jpg 150w" sizes="(max-width: 700px) 100vw, 700px" />															</div>
				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-697e954 e-flex e-con-boxed e-con e-parent" data-id="697e954" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-e726d47 e-grid e-con-full e-con e-child" data-id="e726d47" data-element_type="container" data-e-type="container">
		<div class="elementor-element elementor-element-519731b e-con-full e-flex e-con e-child" data-id="519731b" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-9cfeee5 elementor-widget elementor-widget-heading" data-id="9cfeee5" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Entidad pública</h2>				</div>
				</div>
				<div class="elementor-element elementor-element-04e50bd elementor-widget elementor-widget-text-editor" data-id="04e50bd" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
				<div class="elementor-widget-container">
									<p><span data-sheets-root="1">Jurisdicción Especial para la Paz (JEP)</span></p>								</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-9e24525 e-con-full e-flex e-con e-child" data-id="9e24525" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-54e58dc elementor-widget elementor-widget-heading" data-id="54e58dc" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Ubicación en la estructura del Estado</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-abad429 e-con-full e-flex e-con e-child" data-id="abad429" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-5c3dea8 elementor-widget elementor-widget-heading" data-id="5c3dea8" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Nivel</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-d135473 e-con-full e-flex e-con e-child" data-id="d135473" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-6b81c75 elementor-widget elementor-widget-heading" data-id="6b81c75" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Clasificación COFOG</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-b94b9b8 e-con-full e-flex e-con e-child" data-id="b94b9b8" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-3c20932 elementor-widget elementor-widget-heading" data-id="3c20932" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Palabra clave</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-a38817d e-con-full e-flex e-con e-child" data-id="a38817d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-180455f elementor-widget elementor-widget-heading" data-id="180455f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Estado conocido del proyecto</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-7ad880e e-con-full e-flex e-con e-child" data-id="7ad880e" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-f84856f elementor-widget elementor-widget-heading" data-id="f84856f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Año de inicio en pilotaje del sistema</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-2a909dc e-con-full e-flex e-con e-child" data-id="2a909dc" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8276da9 elementor-widget elementor-widget-heading" data-id="8276da9" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Año de entrada en funcionamiento del sistema</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-3eb2802 e-con-full e-flex e-con e-child" data-id="3eb2802" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-7664b4f elementor-widget elementor-widget-heading" data-id="7664b4f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Usa datos personales</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-2e6e14d e-con-full e-flex e-con e-child" data-id="2e6e14d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-2131147 elementor-widget elementor-widget-heading" data-id="2131147" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Tipo de SDA </h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-8170fd3 e-con-full e-flex e-con e-child" data-id="8170fd3" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-2008103 elementor-widget elementor-widget-heading" data-id="2008103" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Potencial aporte a ODS</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-332440b e-con-full e-flex e-con e-child" data-id="332440b" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-0b29389 elementor-widget elementor-widget-heading" data-id="0b29389" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Aporte a procesos de gobierno 
(Clasificación nivel I JRC - UE)</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-86f154f e-con-full e-flex e-con e-child" data-id="86f154f" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-9d660c9 elementor-widget elementor-widget-heading" data-id="9d660c9" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Sector de gobierno al que aporta el sistema (Clasificación BID)</h2>				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-6ac7a65 e-flex e-con-boxed e-con e-parent" data-id="6ac7a65" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
				<div class="elementor-element elementor-element-56dae9e elementor-widget elementor-widget-heading" data-id="56dae9e" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Tipo de interacción (sí, no)</h2>				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-0962055 e-flex e-con-boxed e-con e-parent" data-id="0962055" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-d42e349 e-grid e-con-full e-con e-child" data-id="d42e349" data-element_type="container" data-e-type="container">
		<div class="elementor-element elementor-element-61ea457 e-con-full e-flex e-con e-child" data-id="61ea457" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-80502a6 elementor-widget elementor-widget-heading" data-id="80502a6" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2C</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-3d26e69 e-con-full e-flex e-con e-child" data-id="3d26e69" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8aacae8 elementor-widget elementor-widget-heading" data-id="8aacae8" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2B </h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-4135de2 e-con-full e-flex e-con e-child" data-id="4135de2" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-460091b elementor-widget elementor-widget-heading" data-id="460091b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2G </h2>				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-8353f24 e-flex e-con-boxed e-con e-parent" data-id="8353f24" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
				<div class="elementor-element elementor-element-6d423b7 elementor-widget elementor-widget-heading" data-id="6d423b7" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Clasificación OCDE por tipo de tarea (sí, no)</h2>				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-09477ae e-flex e-con-boxed e-con e-parent" data-id="09477ae" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-9a5a1f0 e-grid e-con-full e-con e-child" data-id="9a5a1f0" data-element_type="container" data-e-type="container">
		<div class="elementor-element elementor-element-bb9ea85 e-con-full e-flex e-con e-child" data-id="bb9ea85" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-4a4038d elementor-widget elementor-widget-heading" data-id="4a4038d" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">1. Reconocimiento</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-f036305 e-con-full e-flex e-con e-child" data-id="f036305" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-0a599ed elementor-widget elementor-widget-heading" data-id="0a599ed" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">2. Detección de eventos</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-170b53d e-con-full e-flex e-con e-child" data-id="170b53d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-76ab512 elementor-widget elementor-widget-heading" data-id="76ab512" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">3. Predicción</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-8edd9b8 e-con-full e-flex e-con e-child" data-id="8edd9b8" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8bd539b elementor-widget elementor-widget-heading" data-id="8bd539b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">4. Personalización</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-dee38b0 e-con-full e-flex e-con e-child" data-id="dee38b0" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-50e3b6b elementor-widget elementor-widget-heading" data-id="50e3b6b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">5. Soporte de interacción</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-865799c e-con-full e-flex e-con e-child" data-id="865799c" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-baaa981 elementor-widget elementor-widget-heading" data-id="baaa981" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">6. Optimización orientada a objetivos</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-fa47a08 e-con-full e-flex e-con e-child" data-id="fa47a08" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-7449931 elementor-widget elementor-widget-heading" data-id="7449931" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">7. Razonamiento con estructura de conocimiento</h2>				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-718dbc7 e-flex e-con-boxed e-con e-parent" data-id="718dbc7" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
				<div class="elementor-element elementor-element-4da04b1 elementor-widget-divider--view-line elementor-widget elementor-widget-divider" data-id="4da04b1" data-element_type="widget" data-e-type="widget" data-widget_type="divider.default">
				<div class="elementor-widget-container">
							<div class="elementor-divider">
			<span class="elementor-divider-separator">
						</span>
		</div>
						</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-444ccb7 e-flex e-con-boxed e-con e-parent" data-id="444ccb7" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-ecbc243 e-con-full e-flex e-con e-child" data-id="ecbc243" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-00a587b elementor-widget elementor-widget-heading" data-id="00a587b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Fuentes primarias y secundarias del repositorio </h2>				</div>
				</div>
				<div class="elementor-element elementor-element-b9fb04b elementor-widget elementor-widget-text-editor" data-id="b9fb04b" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
				<div class="elementor-widget-container">
									<p><span data-sheets-root="1">Jurisdicción Especial para la Paz. (2025, 11 de noviembre). La JEP presenta Relati 3.0, su buscador especializado: Una versión renovada que agiliza el acceso a la jurisprudencia transicional y restaurativa. https://www.jep.gov.co/Sala-de-Prensa/Paginas/la-jep-presenta-relati-30-su-buscador-especializado-una-version-renovada-que-agiliza-el-acceso-a-la-jurisprudencia-transici.aspx<br /><br />Caracol Radio. (2025, 12 de noviembre). La JEP actualizó RELATI, su buscador especializado en jurisprudencia transicional y restaurativa. Caracol Radio. https://caracol.com.co/2025/11/12/la-jep-actualizo-relati-su-buscador-especializado-en-jurisprudencia-transicional-y-restaurativa/<br /><br />JEP Colombia. (2025, 12 de noviembre). RELATI 3.0: buscador especializado en jurisprudencia transicional [Video]. YouTube. https://www.youtube.com/watch?v=FdfZbNUAYac<br /><br /></span></p>								</div>
				</div>
				</div>
					</div>
				</div>
				</div>
		<p>El cargo <a href="https://algoritmos.uniandes.edu.co/relati-3-0/">Relati 3.0</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>Chatbot Bella</title>
		<link>https://algoritmos.uniandes.edu.co/chatbot-bella/</link>
		
		<dc:creator><![CDATA[michelle]]></dc:creator>
		<pubDate>Wed, 18 Mar 2026 15:37:03 +0000</pubDate>
				<category><![CDATA[Repositorios]]></category>
		<category><![CDATA[Sistemas automatizados de toma de decisiones en el sector público de Colombia]]></category>
		<guid isPermaLink="false">https://algoritmos.uniandes.edu.co/?p=33047</guid>

					<description><![CDATA[<p>El chatbot &#8220;Bella&#8221; es implementado por la Alcaldía de Santiago de Cali a través de la Unidad Administrativa Especial de [&#8230;]</p>
<p>El cargo <a href="https://algoritmos.uniandes.edu.co/chatbot-bella/">Chatbot Bella</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></description>
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					<h6 class="elementor-heading-title elementor-size-default"><a href="https://algoritmos.uniandes.edu.co/category/repositorios/" rel="tag">Repositorios</a>, <a href="https://algoritmos.uniandes.edu.co/category/repositorios/sistemas-automatizados-de-toma-de-decisiones-en-el-sector-publico-de-colombia/" rel="tag">Sistemas automatizados de toma de decisiones en el sector público de Colombia</a></h6>				</div>
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				<div class="elementor-element elementor-element-f96159c elementor-widget elementor-widget-heading" data-id="f96159c" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h1 class="elementor-heading-title elementor-size-default">Chatbot Bella</h1>				</div>
				</div>
				<div class="elementor-element elementor-element-648764d elementor-widget elementor-widget-text-editor" data-id="648764d" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
				<div class="elementor-widget-container">
									<p><span data-sheets-root="1">El chatbot &#8220;Bella&#8221; es implementado por la Alcaldía de Santiago de Cali a través de la Unidad Administrativa Especial de Servicios Públicos (UAESP) en alianza con Swisscontact (ONG suiza) con el objetivo de dar un adecuado &#8220;manejo de residuos y fomentar la economía circular en Cali&#8221; (Alcaldía de Cali, 2025). Este chatbot opera con inteligencia artificial (IA) y es capaz de responder a preguntas asociadas con: (i) frecuencias de recolección; (ii) Reciclaje eficiente; (iii) gestores autorizados; (iv) manejo especial (Alcaldía de Cali, 2025).</span></p>								</div>
				</div>
				<div class="elementor-element elementor-element-b031be5 elementor-mobile-align-left elementor-widget elementor-widget-post-info" data-id="b031be5" data-element_type="widget" data-e-type="widget" data-widget_type="post-info.default">
				<div class="elementor-widget-container">
							<ul class="elementor-icon-list-items elementor-post-info">
								<li class="elementor-icon-list-item elementor-repeater-item-3c735ca" itemprop="datePublished">
										<span class="elementor-icon-list-icon">
								<i aria-hidden="true" class="mdi mdi-calendar-month"></i>							</span>
									<span class="elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date">
							<span class="elementor-post-info__item-prefix">Fecha de publicación de esta ficha:</span>
										<time>marzo 18, 2026</time>					</span>
								</li>
				</ul>
						</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-4909f93 e-con-full e-flex e-con e-child" data-id="4909f93" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-7a59fb0 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image" data-id="7a59fb0" data-element_type="widget" data-e-type="widget" data-widget_type="theme-post-featured-image.default">
				<div class="elementor-widget-container">
															<img loading="lazy" decoding="async" width="700" height="500" src="https://algoritmos.uniandes.edu.co/wp-content/uploads/1-30.jpg" class="attachment-full size-full wp-image-30699" alt="" srcset="https://algoritmos.uniandes.edu.co/wp-content/uploads/1-30.jpg 700w, https://algoritmos.uniandes.edu.co/wp-content/uploads/1-30-300x214.jpg 300w, https://algoritmos.uniandes.edu.co/wp-content/uploads/1-30-150x107.jpg 150w" sizes="(max-width: 700px) 100vw, 700px" />															</div>
				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-697e954 e-flex e-con-boxed e-con e-parent" data-id="697e954" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-e726d47 e-grid e-con-full e-con e-child" data-id="e726d47" data-element_type="container" data-e-type="container">
		<div class="elementor-element elementor-element-519731b e-con-full e-flex e-con e-child" data-id="519731b" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-9cfeee5 elementor-widget elementor-widget-heading" data-id="9cfeee5" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Entidad pública</h2>				</div>
				</div>
				<div class="elementor-element elementor-element-04e50bd elementor-widget elementor-widget-text-editor" data-id="04e50bd" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
				<div class="elementor-widget-container">
									<p><span data-sheets-root="1">Alcaldía de Santiago de Cali</span></p>								</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-9e24525 e-con-full e-flex e-con e-child" data-id="9e24525" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-54e58dc elementor-widget elementor-widget-heading" data-id="54e58dc" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Ubicación en la estructura del Estado</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-abad429 e-con-full e-flex e-con e-child" data-id="abad429" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-5c3dea8 elementor-widget elementor-widget-heading" data-id="5c3dea8" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Nivel</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-d135473 e-con-full e-flex e-con e-child" data-id="d135473" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-6b81c75 elementor-widget elementor-widget-heading" data-id="6b81c75" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Clasificación COFOG</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-b94b9b8 e-con-full e-flex e-con e-child" data-id="b94b9b8" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-3c20932 elementor-widget elementor-widget-heading" data-id="3c20932" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Palabra clave</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-a38817d e-con-full e-flex e-con e-child" data-id="a38817d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-180455f elementor-widget elementor-widget-heading" data-id="180455f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Estado conocido del proyecto</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-7ad880e e-con-full e-flex e-con e-child" data-id="7ad880e" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-f84856f elementor-widget elementor-widget-heading" data-id="f84856f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Año de inicio en pilotaje del sistema</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-2a909dc e-con-full e-flex e-con e-child" data-id="2a909dc" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8276da9 elementor-widget elementor-widget-heading" data-id="8276da9" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Año de entrada en funcionamiento del sistema</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-3eb2802 e-con-full e-flex e-con e-child" data-id="3eb2802" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-7664b4f elementor-widget elementor-widget-heading" data-id="7664b4f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Usa datos personales</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-2e6e14d e-con-full e-flex e-con e-child" data-id="2e6e14d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-2131147 elementor-widget elementor-widget-heading" data-id="2131147" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Tipo de SDA </h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-8170fd3 e-con-full e-flex e-con e-child" data-id="8170fd3" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-2008103 elementor-widget elementor-widget-heading" data-id="2008103" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Potencial aporte a ODS</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-332440b e-con-full e-flex e-con e-child" data-id="332440b" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-0b29389 elementor-widget elementor-widget-heading" data-id="0b29389" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Aporte a procesos de gobierno 
(Clasificación nivel I JRC - UE)</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-86f154f e-con-full e-flex e-con e-child" data-id="86f154f" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-9d660c9 elementor-widget elementor-widget-heading" data-id="9d660c9" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Sector de gobierno al que aporta el sistema (Clasificación BID)</h2>				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-6ac7a65 e-flex e-con-boxed e-con e-parent" data-id="6ac7a65" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
				<div class="elementor-element elementor-element-56dae9e elementor-widget elementor-widget-heading" data-id="56dae9e" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Tipo de interacción (sí, no)</h2>				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-0962055 e-flex e-con-boxed e-con e-parent" data-id="0962055" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-d42e349 e-grid e-con-full e-con e-child" data-id="d42e349" data-element_type="container" data-e-type="container">
		<div class="elementor-element elementor-element-61ea457 e-con-full e-flex e-con e-child" data-id="61ea457" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-80502a6 elementor-widget elementor-widget-heading" data-id="80502a6" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2C</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-3d26e69 e-con-full e-flex e-con e-child" data-id="3d26e69" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8aacae8 elementor-widget elementor-widget-heading" data-id="8aacae8" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2B </h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-4135de2 e-con-full e-flex e-con e-child" data-id="4135de2" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-460091b elementor-widget elementor-widget-heading" data-id="460091b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2G </h2>				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-8353f24 e-flex e-con-boxed e-con e-parent" data-id="8353f24" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
				<div class="elementor-element elementor-element-6d423b7 elementor-widget elementor-widget-heading" data-id="6d423b7" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Clasificación OCDE por tipo de tarea (sí, no)</h2>				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-09477ae e-flex e-con-boxed e-con e-parent" data-id="09477ae" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-9a5a1f0 e-grid e-con-full e-con e-child" data-id="9a5a1f0" data-element_type="container" data-e-type="container">
		<div class="elementor-element elementor-element-bb9ea85 e-con-full e-flex e-con e-child" data-id="bb9ea85" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-4a4038d elementor-widget elementor-widget-heading" data-id="4a4038d" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">1. Reconocimiento</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-f036305 e-con-full e-flex e-con e-child" data-id="f036305" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-0a599ed elementor-widget elementor-widget-heading" data-id="0a599ed" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">2. Detección de eventos</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-170b53d e-con-full e-flex e-con e-child" data-id="170b53d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-76ab512 elementor-widget elementor-widget-heading" data-id="76ab512" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">3. Predicción</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-8edd9b8 e-con-full e-flex e-con e-child" data-id="8edd9b8" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8bd539b elementor-widget elementor-widget-heading" data-id="8bd539b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">4. Personalización</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-dee38b0 e-con-full e-flex e-con e-child" data-id="dee38b0" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-50e3b6b elementor-widget elementor-widget-heading" data-id="50e3b6b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">5. Soporte de interacción</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-865799c e-con-full e-flex e-con e-child" data-id="865799c" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-baaa981 elementor-widget elementor-widget-heading" data-id="baaa981" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">6. Optimización orientada a objetivos</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-fa47a08 e-con-full e-flex e-con e-child" data-id="fa47a08" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-7449931 elementor-widget elementor-widget-heading" data-id="7449931" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">7. Razonamiento con estructura de conocimiento</h2>				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-718dbc7 e-flex e-con-boxed e-con e-parent" data-id="718dbc7" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
				<div class="elementor-element elementor-element-4da04b1 elementor-widget-divider--view-line elementor-widget elementor-widget-divider" data-id="4da04b1" data-element_type="widget" data-e-type="widget" data-widget_type="divider.default">
				<div class="elementor-widget-container">
							<div class="elementor-divider">
			<span class="elementor-divider-separator">
						</span>
		</div>
						</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-444ccb7 e-flex e-con-boxed e-con e-parent" data-id="444ccb7" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-ecbc243 e-con-full e-flex e-con e-child" data-id="ecbc243" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-00a587b elementor-widget elementor-widget-heading" data-id="00a587b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Fuentes primarias y secundarias del repositorio </h2>				</div>
				</div>
				<div class="elementor-element elementor-element-b9fb04b elementor-widget elementor-widget-text-editor" data-id="b9fb04b" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
				<div class="elementor-widget-container">
									<p><span data-sheets-root="1">Lorduy, J. (2025, 19 de agosto). ¿Reciclar con ayuda de un chatbot? Así funciona Bella, la IA sostenible. Portafolio. https://www.portafolio.co/negocios/empresas/reciclar-con-ayuda-de-un-chatbot-asi-funciona-bella-la-ia-sostenible-638012<br /><br />Semana. (2025, 14 de agosto). Cali lanza en el Petronio Álvarez el primer chatbot de reciclaje con inteligencia artificial del país. https://www.semana.com/nacion/cali/articulo/cali-lanza-en-el-petronio-alvarez-el-primer-chatbot-de-reciclaje-con-inteligencia-artificial-del-pais/202535/<br /><br />Infobae. (2025, 14 de agosto). Cali presenta en el Petronio Álvarez el primer chatbot de reciclaje con IA para orientar a la ciudadanía. https://www.infobae.com/colombia/2025/08/14/cali-presenta-en-el-petronio-alvarez-el-primer-chatbot-de-reciclaje-con-ia-para-orientar-a-la-ciudadania/<br /><br />Alcaldía de Cali. (2025, 17 de agosto). Con &#8216;Bella&#8217;, el primer chatbot ambiental, cientos de caleños están aprendiendo a cuidar el ambiente en el Petronio Álvarez. https://www.cali.gov.co/boletines/publicaciones/188463/con-bella-el-primer-chatbot-ambiental-cientos-de-calenos-estan-aprendiendo-a-cuidar-el-ambiente-en-el-petronio-alvarez/<br /><br />Alcaldía de Cali. (2025, 22 de mayo). Cali lanzó la estrategia &#8216;Residuos que valen ORO&#8217;, para que 600 mil ciudadanos separen correctamente sus desechos. https://www.cali.gov.co/boletines/publicaciones/186918/cali-lanzo-la-estrategia-residuos-que-valen-oro-para-que-600-mil-ciudadanos-separen-correctamente-sus-desechos/<br /><br />Occidente. (2025, 16 de mayo). Cali lanza estrategia para duplicar reciclaje en 2025. https://occidente.co/cali/cali-reciclaje-2025-residuos-que-valen-oro/<br /><br />TuBarco Noticias. (2025, 17 de agosto). Chatbot con IA enseña a caleños a disponer correctamente sus residuos en el Petronio Álvarez. https://tubarco.news/chatbot-con-ia-ensena-a-calenos-a-disponer-correctamente-sus-residuos-en-el-petronio-alvarez</span></p>								</div>
				</div>
				</div>
					</div>
				</div>
				</div>
		<p>El cargo <a href="https://algoritmos.uniandes.edu.co/chatbot-bella/">Chatbot Bella</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
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			</item>
		<item>
		<title>Clara</title>
		<link>https://algoritmos.uniandes.edu.co/clara/</link>
		
		<dc:creator><![CDATA[michelle]]></dc:creator>
		<pubDate>Wed, 18 Mar 2026 15:15:38 +0000</pubDate>
				<category><![CDATA[Repositorios]]></category>
		<category><![CDATA[Sistemas automatizados de toma de decisiones en el sector público de Colombia]]></category>
		<guid isPermaLink="false">https://algoritmos.uniandes.edu.co/?p=33038</guid>

					<description><![CDATA[<p>Clara es una herramienta de inteligencia artificial del CNE de Colombia que responde consultas sobre informes de ingresos y gastos [&#8230;]</p>
<p>El cargo <a href="https://algoritmos.uniandes.edu.co/clara/">Clara</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></description>
										<content:encoded><![CDATA[		<div data-elementor-type="wp-post" data-elementor-id="33038" class="elementor elementor-33038" data-elementor-post-type="post">
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					<h6 class="elementor-heading-title elementor-size-default"><a href="https://algoritmos.uniandes.edu.co/category/repositorios/" rel="tag">Repositorios</a>, <a href="https://algoritmos.uniandes.edu.co/category/repositorios/sistemas-automatizados-de-toma-de-decisiones-en-el-sector-publico-de-colombia/" rel="tag">Sistemas automatizados de toma de decisiones en el sector público de Colombia</a></h6>				</div>
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					<h1 class="elementor-heading-title elementor-size-default">Clara</h1>				</div>
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									<p><span data-sheets-root="1">Clara es una herramienta de inteligencia artificial del CNE de Colombia que responde consultas sobre informes de ingresos y gastos de campaña en tiempo real, operando 24/7. Procesa lenguaje natural sin menús predefinidos, usando exclusivamente datos oficiales del Fondo de Financiación Política. Asiste a candidatos y organizaciones políticas en el proceso de reporte electoral a través del aplicativo Cuentas Claras (Infobae, 2023).</span></p><p><span data-sheets-root="1"><em>*Nota de los editores: Según la información pública disponible, el sistema parece estar actualmente &#8220;suspendido&#8221;. Tras la verificación correspondiente, los editores concluyeron que su desliegue se limitó al proceso electoral de 2023.</em></span></p>								</div>
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							<span class="elementor-post-info__item-prefix">Fecha de publicación de esta ficha:</span>
										<time>marzo 18, 2026</time>					</span>
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															<img loading="lazy" decoding="async" width="700" height="500" src="https://algoritmos.uniandes.edu.co/wp-content/uploads/2411565_317566-P9HSDM-353.jpg" class="attachment-full size-full wp-image-33037" alt="" srcset="https://algoritmos.uniandes.edu.co/wp-content/uploads/2411565_317566-P9HSDM-353.jpg 700w, https://algoritmos.uniandes.edu.co/wp-content/uploads/2411565_317566-P9HSDM-353-300x214.jpg 300w, https://algoritmos.uniandes.edu.co/wp-content/uploads/2411565_317566-P9HSDM-353-150x107.jpg 150w" sizes="(max-width: 700px) 100vw, 700px" />															</div>
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					<h2 class="elementor-heading-title elementor-size-default">Entidad pública</h2>				</div>
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									<p><span data-sheets-root="1">Consejo Nacional Electoral (CNE)</span></p>								</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-9e24525 e-con-full e-flex e-con e-child" data-id="9e24525" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-54e58dc elementor-widget elementor-widget-heading" data-id="54e58dc" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Ubicación en la estructura del Estado</h2>				</div>
				</div>
				</div>
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				<div class="elementor-element elementor-element-5c3dea8 elementor-widget elementor-widget-heading" data-id="5c3dea8" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Nivel</h2>				</div>
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				<div class="elementor-element elementor-element-6b81c75 elementor-widget elementor-widget-heading" data-id="6b81c75" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Clasificación COFOG</h2>				</div>
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				<div class="elementor-element elementor-element-3c20932 elementor-widget elementor-widget-heading" data-id="3c20932" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Palabra clave</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Estado conocido del proyecto</h2>				</div>
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				<div class="elementor-element elementor-element-f84856f elementor-widget elementor-widget-heading" data-id="f84856f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Año de inicio en pilotaje del sistema</h2>				</div>
				</div>
				</div>
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				<div class="elementor-element elementor-element-8276da9 elementor-widget elementor-widget-heading" data-id="8276da9" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Año de entrada en funcionamiento del sistema</h2>				</div>
				</div>
				</div>
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				<div class="elementor-element elementor-element-7664b4f elementor-widget elementor-widget-heading" data-id="7664b4f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Usa datos personales</h2>				</div>
				</div>
				</div>
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				<div class="elementor-element elementor-element-2131147 elementor-widget elementor-widget-heading" data-id="2131147" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Tipo de SDA </h2>				</div>
				</div>
				</div>
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				<div class="elementor-element elementor-element-2008103 elementor-widget elementor-widget-heading" data-id="2008103" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Potencial aporte a ODS</h2>				</div>
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(Clasificación nivel I JRC - UE)</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Tipo de interacción (sí, no)</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">G2C</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">G2B </h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">G2G </h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Clasificación OCDE por tipo de tarea (sí, no)</h2>				</div>
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		<div class="elementor-element elementor-element-09477ae e-flex e-con-boxed e-con e-parent" data-id="09477ae" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
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		<div class="elementor-element elementor-element-9a5a1f0 e-grid e-con-full e-con e-child" data-id="9a5a1f0" data-element_type="container" data-e-type="container">
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				<div class="elementor-element elementor-element-4a4038d elementor-widget elementor-widget-heading" data-id="4a4038d" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">1. Reconocimiento</h2>				</div>
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				<div class="elementor-element elementor-element-0a599ed elementor-widget elementor-widget-heading" data-id="0a599ed" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">2. Detección de eventos</h2>				</div>
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				<div class="elementor-element elementor-element-8bd539b elementor-widget elementor-widget-heading" data-id="8bd539b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">4. Personalización</h2>				</div>
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				<div class="elementor-element elementor-element-50e3b6b elementor-widget elementor-widget-heading" data-id="50e3b6b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">5. Soporte de interacción</h2>				</div>
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				<div class="elementor-element elementor-element-baaa981 elementor-widget elementor-widget-heading" data-id="baaa981" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">6. Optimización orientada a objetivos</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">7. Razonamiento con estructura de conocimiento</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Fuentes primarias y secundarias del repositorio </h2>				</div>
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									<p><span data-sheets-root="1">Infobae. (2023, 22 de noviembre). Consejo Nacional Electoral crea herramienta con IA para rendiciones de cuenta de las campañas electorales. https://www.infobae.com/colombia/2023/11/22/consejo-nacional-electoral-crea-herramienta-con-ia-para-rendiciones-de-cuenta-de-las-campanas-electorales/</span></p>								</div>
				</div>
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				</div>
				</div>
		<p>El cargo <a href="https://algoritmos.uniandes.edu.co/clara/">Clara</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
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			</item>
		<item>
		<title>Modelo de Detección de Fraude del GADIA</title>
		<link>https://algoritmos.uniandes.edu.co/modelo-de-deteccion-de-fraude-del-gadia/</link>
		
		<dc:creator><![CDATA[michelle]]></dc:creator>
		<pubDate>Wed, 18 Mar 2026 14:46:18 +0000</pubDate>
				<category><![CDATA[Repositorios]]></category>
		<category><![CDATA[Sistemas automatizados de toma de decisiones en el sector público de Colombia]]></category>
		<guid isPermaLink="false">https://algoritmos.uniandes.edu.co/?p=33029</guid>

					<description><![CDATA[<p>El Modelo de Detección de Fraude del GADIA de la Registraduría Nacional de Colombia analiza datos biométricos y de registro [&#8230;]</p>
<p>El cargo <a href="https://algoritmos.uniandes.edu.co/modelo-de-deteccion-de-fraude-del-gadia/">Modelo de Detección de Fraude del GADIA</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></description>
										<content:encoded><![CDATA[		<div data-elementor-type="wp-post" data-elementor-id="33029" class="elementor elementor-33029" data-elementor-post-type="post">
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					<h6 class="elementor-heading-title elementor-size-default"><a href="https://algoritmos.uniandes.edu.co/category/repositorios/" rel="tag">Repositorios</a>, <a href="https://algoritmos.uniandes.edu.co/category/repositorios/sistemas-automatizados-de-toma-de-decisiones-en-el-sector-publico-de-colombia/" rel="tag">Sistemas automatizados de toma de decisiones en el sector público de Colombia</a></h6>				</div>
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				<div class="elementor-widget-container">
					<h1 class="elementor-heading-title elementor-size-default">Modelo de Detección de Fraude del GADIA</h1>				</div>
				</div>
				<div class="elementor-element elementor-element-648764d elementor-widget elementor-widget-text-editor" data-id="648764d" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
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									<p><span data-sheets-root="1">El Modelo de Detección de Fraude del GADIA de la Registraduría Nacional de Colombia analiza datos biométricos y de registro civil para detectar suplantación de identidad y fraudes en documentos. Identifica irregularidades como múltiples registros y expediciones irregulares mediante cruce de información. Genera alertas semanales para investigación, coordinando con Fiscalía y Migración Colombia para garantizar integridad electoral y de identificación (Infobae, 2024; Registraduría Nacional, 2025a).</span></p>								</div>
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							<span class="elementor-post-info__item-prefix">Fecha de publicación de esta ficha:</span>
										<time>marzo 18, 2026</time>					</span>
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															<img loading="lazy" decoding="async" width="700" height="500" src="https://algoritmos.uniandes.edu.co/wp-content/uploads/6345987_24972.jpg" class="attachment-full size-full wp-image-33036" alt="" srcset="https://algoritmos.uniandes.edu.co/wp-content/uploads/6345987_24972.jpg 700w, https://algoritmos.uniandes.edu.co/wp-content/uploads/6345987_24972-300x214.jpg 300w, https://algoritmos.uniandes.edu.co/wp-content/uploads/6345987_24972-150x107.jpg 150w" sizes="(max-width: 700px) 100vw, 700px" />															</div>
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					<h2 class="elementor-heading-title elementor-size-default">Entidad pública</h2>				</div>
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									<p><span data-sheets-root="1">Registraduría Nacional del Estado Civil </span></p>								</div>
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				<div class="elementor-element elementor-element-54e58dc elementor-widget elementor-widget-heading" data-id="54e58dc" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Ubicación en la estructura del Estado</h2>				</div>
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		<div class="elementor-element elementor-element-abad429 e-con-full e-flex e-con e-child" data-id="abad429" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-5c3dea8 elementor-widget elementor-widget-heading" data-id="5c3dea8" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Nivel</h2>				</div>
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		<div class="elementor-element elementor-element-d135473 e-con-full e-flex e-con e-child" data-id="d135473" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-6b81c75 elementor-widget elementor-widget-heading" data-id="6b81c75" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Clasificación COFOG</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-b94b9b8 e-con-full e-flex e-con e-child" data-id="b94b9b8" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-3c20932 elementor-widget elementor-widget-heading" data-id="3c20932" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Palabra clave</h2>				</div>
				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Estado conocido del proyecto</h2>				</div>
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				<div class="elementor-element elementor-element-f84856f elementor-widget elementor-widget-heading" data-id="f84856f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Año de inicio en pilotaje del sistema</h2>				</div>
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				<div class="elementor-element elementor-element-8276da9 elementor-widget elementor-widget-heading" data-id="8276da9" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Año de entrada en funcionamiento del sistema</h2>				</div>
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		<div class="elementor-element elementor-element-3eb2802 e-con-full e-flex e-con e-child" data-id="3eb2802" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-7664b4f elementor-widget elementor-widget-heading" data-id="7664b4f" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
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					<h2 class="elementor-heading-title elementor-size-default">Usa datos personales</h2>				</div>
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				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Tipo de SDA </h2>				</div>
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				</div>
		<div class="elementor-element elementor-element-8170fd3 e-con-full e-flex e-con e-child" data-id="8170fd3" data-element_type="container" data-e-type="container">
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					<h2 class="elementor-heading-title elementor-size-default">Potencial aporte a ODS</h2>				</div>
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				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Aporte a procesos de gobierno 
(Clasificación nivel I JRC - UE)</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Sector de gobierno al que aporta el sistema (Clasificación BID)</h2>				</div>
				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Tipo de interacción (sí, no)</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">G2C</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">G2B </h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">G2G </h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Clasificación OCDE por tipo de tarea (sí, no)</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">1. Reconocimiento</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">3. Predicción</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">5. Soporte de interacción</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">6. Optimización orientada a objetivos</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">7. Razonamiento con estructura de conocimiento</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Fuentes primarias y secundarias del repositorio </h2>				</div>
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				<div class="elementor-element elementor-element-b9fb04b elementor-widget elementor-widget-text-editor" data-id="b9fb04b" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
				<div class="elementor-widget-container">
									<p><span data-sheets-root="1">Ámbito Jurídico. (2024, agosto). Registraduría implementa inteligencia artificial en procesos electorales y de identificación. https://www.ambitojuridico.com/noticias/tecnologia/electoral/registraduria-implementa-inteligencia-artificial-en-procesos<br /><br />El Colombiano. (2025, 15 de abril). Alerta previo a elecciones: Registraduría investiga cédulas por posible suplantación de identidad. https://www.elcolombiano.com/colombia/registraduria-investiga-cedulas-suplantacion-identidad-FA27141037<br /><br />El Tiempo. (2024a, 26 de agosto). Registraduría revela cómo usará la inteligencia artificial para sistema de identificación y electoral de los colombianos. https://www.eltiempo.com/politica/partidos-politicos/registraduria-revela-como-usara-la-inteligencia-artificial-para-sistema-de-identificacion-y-electoral-de-los-colombianos-3375089<br /><br />El Tiempo. (2025, enero). Registraduría detectó fraude en la recolección de firmas de algunos precandidatos presidenciales. https://www.eltiempo.com/politica/elecciones-colombia-2026/registraduria-detecto-fraude-en-la-recoleccion-de-firmas-de-algunos-precandidatos-presidenciales-3523319<br /><br />Infobae. (2024, 31 de agosto). Registraduría usará inteligencia artificial y análisis avanzado para garantizar transparencia electoral en Colombia. https://www.infobae.com/colombia/2024/08/31/registraduria-usara-inteligencia-artificial-y-analisis-avanzado-para-garantizar-transparencia-electoral-en-colombia/<br /><br />Infobae. (2025, 15 de abril). Investigan más de 100 cédulas por posible caso de suplantación: qué dice la Registraduría Nacional. https://www.infobae.com/colombia/2025/04/15/investigan-mas-de-100-cedulas-por-posible-caso-de-suplantacion-que-dice-la-registraduria-nacional/<br />Registraduría Nacional del Estado Civil. (2024, agosto). Registraduría implementa inteligencia artificial en procesos electorales y de identificación. https<br />://www.registraduria.gov.co/Registraduria-implementa-inteligencia-artificial-en-procesos-electorales-y-de.html<br /><br />Registraduría Nacional del Estado Civil. (2025a, 15 de abril). Registraduría investiga 134 cédulas de ciudadanía por posible suplantación de identidad. https://www.registraduria.gov.co/Registraduria-investiga-134-cedulas-de-ciudadania-por-posible-suplantacion-de-7852.html</span></p>								</div>
				</div>
				</div>
					</div>
				</div>
				</div>
		<p>El cargo <a href="https://algoritmos.uniandes.edu.co/modelo-de-deteccion-de-fraude-del-gadia/">Modelo de Detección de Fraude del GADIA</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
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		<title>Asistente virtual &#8211; Metro de Medellín</title>
		<link>https://algoritmos.uniandes.edu.co/asistente-virtual-metro-de-medellin/</link>
		
		<dc:creator><![CDATA[Michelle Castellanos]]></dc:creator>
		<pubDate>Thu, 22 May 2025 03:14:17 +0000</pubDate>
				<category><![CDATA[Repositorios]]></category>
		<category><![CDATA[Sistemas automatizados de toma de decisiones en el sector público de Colombia]]></category>
		<guid isPermaLink="false">https://sistemaspublicos.tech/?p=21725</guid>

					<description><![CDATA[<p>El chatbot del Metro de Medellín, disponible en la página web, diseñado para responder a las preguntas de los usuarios [&#8230;]</p>
<p>El cargo <a href="https://algoritmos.uniandes.edu.co/asistente-virtual-metro-de-medellin/">Asistente virtual &#8211; Metro de Medellín</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
]]></description>
										<content:encoded><![CDATA[		<div data-elementor-type="wp-post" data-elementor-id="21725" class="elementor elementor-21725" data-elementor-post-type="post">
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					<h6 class="elementor-heading-title elementor-size-default"><a href="https://algoritmos.uniandes.edu.co/category/repositorios/" rel="tag">Repositorios</a>, <a href="https://algoritmos.uniandes.edu.co/category/repositorios/sistemas-automatizados-de-toma-de-decisiones-en-el-sector-publico-de-colombia/" rel="tag">Sistemas automatizados de toma de decisiones en el sector público de Colombia</a></h6>				</div>
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					<h1 class="elementor-heading-title elementor-size-default">Asistente virtual &#8211; Metro de Medellín</h1>				</div>
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				<div class="elementor-element elementor-element-648764d elementor-widget elementor-widget-text-editor" data-id="648764d" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
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									<p>El chatbot del Metro de Medellín, disponible en la página web, diseñado para responder a las preguntas de los usuarios y orientarlos sobre los servicios de la entidad relacionados a tarifas, horarios, rutas, entre otros (F1064).</p>								</div>
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							<span class="elementor-post-info__item-prefix">Fecha de publicación de esta ficha:</span>
										<time>mayo 21, 2025</time>					</span>
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															<img loading="lazy" decoding="async" width="700" height="500" src="https://algoritmos.uniandes.edu.co/wp-content/uploads/COL-3.0-373.jpg" class="attachment-full size-full wp-image-17275" alt="" srcset="https://algoritmos.uniandes.edu.co/wp-content/uploads/COL-3.0-373.jpg 700w, https://algoritmos.uniandes.edu.co/wp-content/uploads/COL-3.0-373-300x214.jpg 300w, https://algoritmos.uniandes.edu.co/wp-content/uploads/COL-3.0-373-150x107.jpg 150w" sizes="(max-width: 700px) 100vw, 700px" />															</div>
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					<h2 class="elementor-heading-title elementor-size-default">Entidad pública</h2>				</div>
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									<p>Metro de Medellín</p>								</div>
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					<h2 class="elementor-heading-title elementor-size-default">Ubicación en la estructura del Estado</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Palabra clave</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Fecha de inicio del piloto o fecha de entrada en producción del sistema</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Estado conocido del proyecto</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Usa datos personales</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Aporte a procesos de gobierno 
(Clasificación nivel I JRC - UE)</h2>				</div>
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				<div class="elementor-element elementor-element-8aacae8 elementor-widget elementor-widget-heading" data-id="8aacae8" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2B </h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-4135de2 e-con-full e-flex e-con e-child" data-id="4135de2" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-460091b elementor-widget elementor-widget-heading" data-id="460091b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">G2G </h2>				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-8353f24 e-flex e-con-boxed e-con e-parent" data-id="8353f24" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
				<div class="elementor-element elementor-element-6d423b7 elementor-widget elementor-widget-heading" data-id="6d423b7" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">Clasificación OCDE por tipo de tarea (sí, no)</h2>				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-09477ae e-flex e-con-boxed e-con e-parent" data-id="09477ae" data-element_type="container" data-e-type="container" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
					<div class="e-con-inner">
		<div class="elementor-element elementor-element-9a5a1f0 e-grid e-con-full e-con e-child" data-id="9a5a1f0" data-element_type="container" data-e-type="container">
		<div class="elementor-element elementor-element-bb9ea85 e-con-full e-flex e-con e-child" data-id="bb9ea85" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-4a4038d elementor-widget elementor-widget-heading" data-id="4a4038d" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">1. Reconocimiento</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-f036305 e-con-full e-flex e-con e-child" data-id="f036305" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-0a599ed elementor-widget elementor-widget-heading" data-id="0a599ed" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">2. Detección de eventos</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-170b53d e-con-full e-flex e-con e-child" data-id="170b53d" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-76ab512 elementor-widget elementor-widget-heading" data-id="76ab512" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">3. Predicción</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-8edd9b8 e-con-full e-flex e-con e-child" data-id="8edd9b8" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-8bd539b elementor-widget elementor-widget-heading" data-id="8bd539b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">4. Personalización</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-dee38b0 e-con-full e-flex e-con e-child" data-id="dee38b0" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-50e3b6b elementor-widget elementor-widget-heading" data-id="50e3b6b" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">5. Soporte de interacción</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-865799c e-con-full e-flex e-con e-child" data-id="865799c" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-baaa981 elementor-widget elementor-widget-heading" data-id="baaa981" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">6. Optimización orientada a objetivos</h2>				</div>
				</div>
				</div>
		<div class="elementor-element elementor-element-fa47a08 e-con-full e-flex e-con e-child" data-id="fa47a08" data-element_type="container" data-e-type="container">
				<div class="elementor-element elementor-element-7449931 elementor-widget elementor-widget-heading" data-id="7449931" data-element_type="widget" data-e-type="widget" data-widget_type="heading.default">
				<div class="elementor-widget-container">
					<h2 class="elementor-heading-title elementor-size-default">7. Razonamiento con estructura de conocimiento</h2>				</div>
				</div>
				</div>
				</div>
					</div>
				</div>
		<div class="elementor-element elementor-element-1b8ffc6 e-flex e-con-boxed e-con e-parent" data-id="1b8ffc6" data-element_type="container" data-e-type="container">
					<div class="e-con-inner">
					</div>
				</div>
				</div>
		<p>El cargo <a href="https://algoritmos.uniandes.edu.co/asistente-virtual-metro-de-medellin/">Asistente virtual &#8211; Metro de Medellín</a> apareció primero en <a href="https://algoritmos.uniandes.edu.co">Sistemas de Algoritmos Públicos | Universidad de los Andes</a>.</p>
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