{"id":3324,"date":"2024-12-10T10:50:53","date_gmt":"2024-12-10T09:50:53","guid":{"rendered":"https:\/\/www.mosaicfactor.com\/project\/disruptive\/"},"modified":"2025-06-18T11:55:21","modified_gmt":"2025-06-18T09:55:21","slug":"disruptive","status":"publish","type":"proyecto","link":"https:\/\/www.mosaicfactor.com\/es\/projects\/disruptive\/","title":{"rendered":"Disruptive"},"content":{"rendered":"<p>[et_pb_section fb_built=\u00bb1&#8243; admin_label=\u00bbsection\u00bb _builder_version=\u00bb4.27.2&#8243; custom_margin=\u00bb0px||||false|false\u00bb custom_padding=\u00bb0px||||false|false\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row admin_label=\u00bbrow\u00bb _builder_version=\u00bb4.27.2&#8243; background_size=\u00bbinitial\u00bb background_position=\u00bbtop_left\u00bb background_repeat=\u00bbrepeat\u00bb width=\u00bb100%\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.16&#8243; custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>Modelo de detecci\u00f3n y clasificaci\u00f3n de disrupciones<\/em>.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb custom_margin=\u00bb||0em||false|false\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<h2>Cliente<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=\u00bbrow\u00bb _builder_version=\u00bb4.27.2&#8243; background_size=\u00bbinitial\u00bb background_position=\u00bbtop_left\u00bb background_repeat=\u00bbrepeat\u00bb width=\u00bb100%\u00bb custom_padding=\u00bb0px||||false|false\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.16&#8243; custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>Financiado por el Gobierno de Espa\u00f1a.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row module_id=\u00bbfila-clientes\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb100%\u00bb custom_padding=\u00bb2em||2em||true|false\u00bb custom_css_free_form=\u00bbselector .et_pb_module{||  padding:0 1em;||  min-width:12%;||}\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb custom_css_main_element=\u00bbdisplay:flex;||align-items:center;||flex-flow:wrap;;\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/project-disruptive-logos-partners.webp\u00bb title_text=\u00bbproject-disruptive-logos-partners\u00bb url_new_window=\u00bbon\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb820px\u00bb max_width=\u00bb120px\u00bb custom_css_main_element=\u00bbmax-width:fit-content;\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=\u00bbrow\u00bb _builder_version=\u00bb4.27.2&#8243; background_size=\u00bbinitial\u00bb background_position=\u00bbtop_left\u00bb background_repeat=\u00bbrepeat\u00bb width=\u00bb100%\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.16&#8243; custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb custom_margin=\u00bb||0em||false|false\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<h2>Partners<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row module_id=\u00bbfila-clientes\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb95%\u00bb custom_padding=\u00bb0em||0em||true|false\u00bb custom_css_free_form=\u00bbselector .et_pb_module{||  padding:0 1em;||  min-width:12%;||}\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb custom_css_main_element=\u00bbdisplay:flex;||align-items:center;||align-content:center;||justify-content:center;||flex-flow:wrap;;\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logo-cluster-digital.svg\u00bb title_text=\u00bblogo-cluster-digital\u00bb url=\u00bbhttps:\/\/www.clusterdigital.cat\/\u00bb url_new_window=\u00bbon\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb100px\u00bb max_width=\u00bb120px\u00bb min_height=\u00bb40px\u00bb custom_css_main_element=\u00bbmax-width:fit-content;\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logo-gpa.svg\u00bb title_text=\u00bblogo-gpa\u00bb url=\u00bbhttps:\/\/dca.cat\/ca\/membre\/gestio-i-promocio-aeroportuaria-s-a-gpa\/\u00bb url_new_window=\u00bbon\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb200px\u00bb max_width=\u00bb200px\u00bb min_height=\u00bb25px\u00bb custom_css_main_element=\u00bbmax-width:fit-content;\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logoicil.svg\u00bb title_text=\u00bblogoicil\u00bb url=\u00bbhttps:\/\/icil.org\/\u00bb url_new_window=\u00bbon\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb120px\u00bb max_width=\u00bb120px\u00bb min_height=\u00bb30px\u00bb custom_css_main_element=\u00bbmax-width:fit-content;\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logo-oper-inter.svg\u00bb title_text=\u00bblogo-oper-inter\u00bb url=\u00bbhttp:\/\/www.operinter.com\/operinter_sedes_nacionales.asp\u00bb url_new_window=\u00bbon\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb180px\u00bb max_width=\u00bb180px\u00bb min_height=\u00bb25px\u00bb custom_css_main_element=\u00bbmax-width:fit-content;\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logo-alia.svg\u00bb title_text=\u00bblogo-alia\u00bb url=\u00bbhttps:\/\/aliaragon.es\/\u00bb url_new_window=\u00bbon\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb180px\u00bb max_width=\u00bb180px\u00bb min_height=\u00bb30px\u00bb custom_margin=\u00bb-2em||||false|false\u00bb custom_css_main_element=\u00bbmax-width:fit-content;\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=\u00bbrow\u00bb _builder_version=\u00bb4.27.2&#8243; background_size=\u00bbinitial\u00bb background_position=\u00bbtop_left\u00bb background_repeat=\u00bbrepeat\u00bb width=\u00bb100%\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.16&#8243; custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb custom_margin=\u00bb||1em||false|false\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<h2>El problema<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>Las redes log\u00edsticas son muy vulnerables a las interrupciones, cuyo tama\u00f1o y n\u00famero est\u00e1n aumentando gradualmente tanto a nivel local como global.<\/p>\n<p>A pesar de los recientes esfuerzos por mejorar la comprensi\u00f3n de las redes log\u00edsticas y sus posibles contratiempos, as\u00ed como de los avances tecnol\u00f3gicos y la digitalizaci\u00f3n en este \u00e1mbito, sigue siendo necesario un nuevo enfoque o m\u00e9todo de seguimiento de las redes log\u00edsticas capaz de realizar un an\u00e1lisis m\u00e1s completo e integral.<\/p>\n<p>Nuestra soluci\u00f3n tiene en cuenta los diferente s tipos de factores que pueden perturbar la cadena log\u00edstica, entre ellos:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Factores relacionados con las operaciones,<\/li>\n<li>patrones clim\u00e1ticos,<\/li>\n<li>fen\u00f3menos naturales o condiciones extremas,<\/li>\n<li>inestabilidad pol\u00edtica,<\/li>\n<li>inestabilidad de los mercados, entre otros.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>La soluci\u00f3n deb\u00eda ser lo suficientemente <strong>escalable<\/strong> como para cubrir redes log\u00edsticas enteras e incorporar todos los componentes principales de estas redes.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb custom_margin=\u00bb||1em||false|false\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<h2>La soluci\u00f3n<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>Nuestra soluci\u00f3n es un LLM capaz de recopilar noticias, detectar y clasificar las disrupciones de las redes log\u00edsticas, incluir toda esta informaci\u00f3n en un lago de datos y, finalmente, visualizar tanto las noticias como las disrupciones identificadas mediante diferentes filtros en funci\u00f3n de las necesidades del cliente.<\/p>\n<p>La arquitectura general del sistema se muestra en la siguiente figura:<\/p>\n<p>[\/et_pb_text][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/12\/disruptive-grafico-es.svg\u00bb title_text=\u00bbdisruptive-grafico-es\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb max_width=\u00bb1000px\u00bb module_alignment=\u00bbcenter\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][et_pb_text _builder_version=\u00bb4.27.4&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb hover_enabled=\u00bb0&#8243; locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb sticky_enabled=\u00bb0&#8243;]<\/p>\n<p>El sistema se compone de varios componentes interconectados que trabajan juntos para recopilar, procesar y analizar datos (noticias) de la siguiente manera:<\/p>\n<p><strong>Fuentes de datos<\/strong>: Esta es la base para generar interrupciones.<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Bing News Search:Principal fuente de noticias durante la fase inicial.<\/li>\n<li>Scraping: Considerado para la segunda fase, que permitir\u00e1 obtener noticias de otros portales relevantes y profundizar en ellos.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>Sistema Disruptive<\/strong>: Es el principal sistema responsable de identificar, generar y clasificar las disrupciones basado en fuentes de datos de noticias.<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Recopilaci\u00f3n de datos: Las noticias se recopilan diariamente mediante la API de b\u00fasqueda de noticias de Bing, tal y como se explica en el apartado anterior.<\/li>\n<li>Detecci\u00f3n de disrupciones: El modelo de inteligencia artificial, ChatGPT, analiza las noticias para detectar y catalogar las disrupciones. Esta integraci\u00f3n tambi\u00e9n se realiza a trav\u00e9s de un API.<\/li>\n<li>Data Fusion: Integraci\u00f3n de nuevas interrupciones con las previamente registradas para mejorar la cohesi\u00f3n y fiabilidad del sistema, ayudando al usuario final a tener una mayor visi\u00f3n y comprensi\u00f3n del sistema.<\/li>\n<li>Identificaci\u00f3n de entidades: Identificaci\u00f3n de ubicaciones, infraestructuras y partes interesadas relevantes que pueden ayudar a detectar qu\u00e9 interrupciones est\u00e1n relacionadas con nodos u operadores de inter\u00e9s para el cliente final.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>Modelo de Inteligencia Artificial:<\/strong>:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Chat GPT: Responsable de detectar interrupciones, clasificarlas seg\u00fan su tipo y temas asociados, y asociarlas a interrupciones anteriores de la cadena de suministro.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>Lago de datos<\/strong>:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Base de datos: Repositorio central para el almacenamiento de datos antes y despu\u00e9s del procesamiento. Esto significa almacenar tanto las noticias como las interrupciones generadas.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>Interfaz<\/strong>:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Retriever: Retriever: Interfaz gr\u00e1fica que se conecta a la base de datos a trav\u00e9s de una API y se encarga de mostrar las interrupciones y sus novedades y entidades relacionadas. Tambi\u00e9n permite ordenar y filtrar las noticias por tipo, primeras y \u00faltimas fechas de detecci\u00f3n y estado, as\u00ed como por las distintas entidades a las que est\u00e1 asociada la interrupci\u00f3n de la cadena de suministro.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb hover_enabled=\u00bb0&#8243; locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb sticky_enabled=\u00bb0&#8243;]<\/p>\n<h2>Data<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>El lago de datos ha sido dise\u00f1ado como un repositorio para recopilar noticias digitales potencialmente relevantes de cualquier fuente, con el fin de procesarlas y analizarlas en busca de interrupciones. Durante esta fase inicial, se utiliz\u00f3 Bing News Search como fuente de datos. <\/p>\n<p>A continuaci\u00f3n, se muestran los diferentes atributos que existen en el lago de datos, distinguiendo entre los datos sin procesar, es decir, los datos iniciales obtenidos a trav\u00e9s de la b\u00fasqueda de Bing News, y los datos procesados por el modelo de detecci\u00f3n y clasificaci\u00f3n de interrupciones: <\/p>\n<p>[\/et_pb_text][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/12\/disruptive-grafico-2-es.svg\u00bb title_text=\u00bbdisruptive-grafico-2-es\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb max_width=\u00bb1000px\u00bb module_alignment=\u00bbcenter\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<h2>Resultados<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb hover_enabled=\u00bb0&#8243; locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb sticky_enabled=\u00bb0&#8243;]<\/p>\n<p>La fase 2 de este proyecto se va a presentar al gobierno espa\u00f1ol.<\/p>\n<p>As\u00ed es como se ve la interfaz en este momento:<\/p>\n<p>[\/et_pb_text][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/project-disruptive-image-2.webp\u00bb title_text=\u00bbproject-disruptive-image-2&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb max_width=\u00bb1000px\u00bb module_alignment=\u00bbcenter\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>El LLM Disruptive se puede visualizar en directo a trav\u00e9s de este enlace:: <a href=\"http:\/\/disruptive-retriever-fe-prod.apps.mosaicfactor.es\" target=\"_blank\" rel=\"noopener\">http:\/\/disruptive-retriever-fe-prod.apps.mosaicfactor.es<\/a><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Modelo de detecci\u00f3n y clasificaci\u00f3n de disrupciones.<\/p>\n","protected":false},"author":1,"featured_media":453,"parent":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","inline_featured_image":false,"footnotes":""},"industry":[149],"solution":[158],"class_list":["post-3324","proyecto","type-proyecto","status-publish","has-post-thumbnail","hentry","industry-logistica","solution-llms"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Mosaic Factor<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:site_name\" content=\"Mosaic Factor\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" 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