{"id":2614,"date":"2022-08-13T19:15:32","date_gmt":"2022-08-13T19:15:32","guid":{"rendered":"https:\/\/pcyti.izt.uam.mx\/?p=2614"},"modified":"2022-08-13T19:15:33","modified_gmt":"2022-08-13T19:15:33","slug":"identificacion-de-hotspots-usando-metodos-de-optimizacion-y-o-machine-learning","status":"publish","type":"post","link":"https:\/\/pcyti.izt.uam.mx\/?p=2614","title":{"rendered":"Identificaci\u00f3n de \u2018hotspots\u2019 usando m\u00e9todos de Optimizaci\u00f3n y\/o Machine Learning"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/wp-content\/uploads\/20_P200076_1_0_propuestaproyectoidentificacionhotspots_MCyTI-2020.pdf\">Descargar versi\u00f3n completa (PDF)<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Profesores:&nbsp;<\/strong><a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/?page_id=198&amp;SingleProduct=190\">Dr.&nbsp;Humberto Cervantes Maceda<\/a>&nbsp;y&nbsp;<a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/?page_id=198&amp;SingleProduct=208\">Dr.&nbsp;Abel Garc\u00eda N\u00e1jera<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Resumen:&nbsp;<\/strong>En este proyecto estamos buscando aplicar m\u00e9todos heur\u00edsticos de optimizaci\u00f3n o de aprendizaje autom\u00e1tico (<em>machine learning<\/em>) para identificar puntos donde se puedan realizar intervenciones para reducir la deuda t\u00e9cnica de los proyectos (<em>hotspots<\/em>). Estos&nbsp;<em>hotspots<\/em>&nbsp;frecuentemente est\u00e1n relacionados con los archivos que cambian m\u00e1s frecuentemente y que pueden ser identificados mediante el an\u00e1lisis de bit\u00e1coras del sistema de control de cambios.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Objetivo general:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Aplicar m\u00e9todos heur\u00edsticos de optimizaci\u00f3n o de machine learning para identificar puntos de intervenci\u00f3n para reducir la deuda t\u00e9cnica<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Objetivos espec\u00edficos:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Identificar propuestas en la literatura enfocadas en reconocer puntos de reducci\u00f3n de deuda t\u00e9cnica en el c\u00f3digo<\/li><li>Proponer un m\u00e9todo heur\u00edstico de optimizaci\u00f3n o de machine learning que facilite la identificaci\u00f3n de hotspots<\/li><li>Desarrollar un prototipo de herramienta que implemente dicha t\u00e9cnica<\/li><li>Evaluar la efectividad de la herramienta<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Descargar versi\u00f3n completa (PDF) Profesores:&nbsp;Dr.&nbsp;Humberto Cervantes Maceda&nbsp;y&nbsp;Dr.&nbsp;Abel Garc\u00eda N\u00e1jera Resumen:&nbsp;En este proyecto estamos buscando aplicar m\u00e9todos heur\u00edsticos de optimizaci\u00f3n o de aprendizaje autom\u00e1tico (machine learning) para identificar puntos donde se puedan realizar intervenciones para reducir la deuda t\u00e9cnica de los proyectos (hotspots). Estos&nbsp;hotspots&nbsp;frecuentemente est\u00e1n relacionados con los archivos que cambian m\u00e1s frecuentemente y que pueden<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[76],"tags":[],"class_list":["post-2614","post","type-post","status-publish","format-standard","hentry","category-76"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Identificaci\u00f3n de \u2018hotspots\u2019 usando m\u00e9todos de Optimizaci\u00f3n y\/o Machine Learning - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pcyti.izt.uam.mx\/?p=2614\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Identificaci\u00f3n de \u2018hotspots\u2019 usando m\u00e9todos de Optimizaci\u00f3n y\/o Machine Learning - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n\" \/>\n<meta property=\"og:description\" content=\"Descargar versi\u00f3n completa (PDF) Profesores:&nbsp;Dr.&nbsp;Humberto Cervantes Maceda&nbsp;y&nbsp;Dr.&nbsp;Abel Garc\u00eda N\u00e1jera Resumen:&nbsp;En este proyecto estamos buscando aplicar m\u00e9todos heur\u00edsticos de optimizaci\u00f3n o de aprendizaje autom\u00e1tico (machine learning) para identificar puntos donde se puedan realizar intervenciones para reducir la deuda t\u00e9cnica de los proyectos (hotspots). 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