[et_pb_section fb_built=”1″ admin_label=”section” _builder_version=”4.27.2″ custom_margin=”0px||||false|false” custom_padding=”0px||||false|false” locked=”off” global_colors_info=”{}”][et_pb_row admin_label=”row” _builder_version=”4.27.2″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” width=”100%” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” global_colors_info=”{}”]<\/p>\n
Model de detecci\u00f3 i classificaci\u00f3 de disrupcions<\/em>.<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” custom_margin=”||0em||false|false” global_colors_info=”{}”]<\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=”row” _builder_version=”4.27.2″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” width=”100%” custom_padding=”0px||||false|false” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” global_colors_info=”{}”]<\/p>\n Finan\u00e7at pel Govern d\u2019Espanya<\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row module_id=”fila-clientes” _builder_version=”4.27.2″ _module_preset=”default” width=”100%” custom_padding=”2em||2em||true|false” custom_css_free_form=”selector .et_pb_module{|| padding:0 1em;|| min-width:12%;||}” locked=”off” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.27.2″ _module_preset=”default” custom_css_main_element=”display:flex;||align-items:center;||flex-flow:wrap;;” global_colors_info=”{}”][et_pb_image src=”https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/project-disruptive-logos-partners.webp” title_text=”project-disruptive-logos-partners” url_new_window=”on” _builder_version=”4.27.2″ _module_preset=”default” width=”820px” max_width=”120px” custom_css_main_element=”max-width:fit-content;” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=”row” _builder_version=”4.27.2″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” width=”100%” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” custom_margin=”||0em||false|false” global_colors_info=”{}”]<\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row module_id=”fila-clientes” _builder_version=”4.27.2″ _module_preset=”default” width=”95%” custom_padding=”0em||0em||true|false” custom_css_free_form=”selector .et_pb_module{|| padding:0 1em;|| min-width:12%;||}” locked=”off” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.27.2″ _module_preset=”default” custom_css_main_element=”display:flex;||align-items:center;||align-content:center;||justify-content:center;||flex-flow:wrap;;” global_colors_info=”{}”][et_pb_image src=”https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logo-cluster-digital.svg” title_text=”logo-cluster-digital” url=”https:\/\/www.clusterdigital.cat\/” url_new_window=”on” _builder_version=”4.27.2″ _module_preset=”default” width=”100px” max_width=”120px” min_height=”40px” custom_css_main_element=”max-width:fit-content;” global_colors_info=”{}”][\/et_pb_image][et_pb_image src=”https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logo-gpa.svg” title_text=”logo-gpa” url=”https:\/\/dca.cat\/ca\/membre\/gestio-i-promocio-aeroportuaria-s-a-gpa\/” url_new_window=”on” _builder_version=”4.27.2″ _module_preset=”default” width=”200px” max_width=”200px” min_height=”25px” custom_css_main_element=”max-width:fit-content;” global_colors_info=”{}”][\/et_pb_image][et_pb_image src=”https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logoicil.svg” title_text=”logoicil” url=”https:\/\/icil.org\/” url_new_window=”on” _builder_version=”4.27.2″ _module_preset=”default” width=”120px” max_width=”120px” min_height=”30px” custom_css_main_element=”max-width:fit-content;” global_colors_info=”{}”][\/et_pb_image][et_pb_image src=”https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logo-oper-inter.svg” title_text=”logo-oper-inter” url=”http:\/\/www.operinter.com\/operinter_sedes_nacionales.asp” url_new_window=”on” _builder_version=”4.27.2″ _module_preset=”default” width=”180px” max_width=”180px” min_height=”25px” custom_css_main_element=”max-width:fit-content;” global_colors_info=”{}”][\/et_pb_image][et_pb_image src=”https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logo-alia.svg” title_text=”logo-alia” url=”https:\/\/aliaragon.es\/” url_new_window=”on” _builder_version=”4.27.2″ _module_preset=”default” width=”180px” max_width=”180px” min_height=”30px” custom_margin=”-2em||||false|false” custom_css_main_element=”max-width:fit-content;” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=”row” _builder_version=”4.27.2″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” width=”100%” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” custom_margin=”||1em||false|false” global_colors_info=”{}”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” global_colors_info=”{}”]<\/p>\n Les xarxes log\u00edstiques s\u00f3n altament vulnerables a disrupcions, la mida i el nombre de les quals augmenten progressivament tant a nivell local com global.<\/p>\n Tot i els esfor\u00e7os recents per millorar la comprensi\u00f3 de les xarxes log\u00edstiques i dels seus possibles contratemps, aix\u00ed com els aven\u00e7os tecnol\u00f2gics i la digitalitzaci\u00f3 en aquest \u00e0mbit, continua existint la necessitat d\u2019un nou enfocament o m\u00e8tode per monitorar les xarxes log\u00edstiques capa\u00e7 d\u2019oferir una an\u00e0lisi m\u00e9s completa i exhaustiva.<\/p>\n La nostra soluci\u00f3 havia de tenir en compte els diferents tipus de factors<\/strong> que poden afectar la log\u00edstica, incloent-hi:<\/p>\n La soluci\u00f3 havia de ser prou escalable<\/strong> per cobrir xarxes log\u00edstiques senceres i incorporar tots els components principals d\u2019aquestes xarxes.<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” custom_margin=”||1em||false|false” global_colors_info=”{}”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” global_colors_info=”{}”]<\/p>\n La soluci\u00f3 del projecte \u00e9s un sistema capa\u00e7 de recollir not\u00edcies, detectar i classificar disrupcions en les xarxes log\u00edstiques, incorporar tota aquesta informaci\u00f3 en un data lake i, finalment, visualitzar tant les not\u00edcies com les disrupcions identificades mitjan\u00e7ant diferents filtres segons les necessitats del client.<\/p>\n L\u2019arquitectura general del sistema es mostra en la figura seg\u00fcent:<\/p>\n [\/et_pb_text][et_pb_image src=”https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/11\/project-disruptive-infografia-1.svg” title_text=”project-disruptive-infografia-1″ _builder_version=”4.27.2″ _module_preset=”default” max_width=”1000px” module_alignment=”center” global_colors_info=”{}”][\/et_pb_image][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” locked=”off” global_colors_info=”{}”]<\/p>\n El sistema est\u00e0 compost per diversos components interconnectats que treballen conjuntament per recopilar, processar i analitzar dades (not\u00edcies), de la manera seg\u00fcent:<\/p>\n Fonts de dades<\/strong>: S\u00f3n la base per a la generaci\u00f3 de disrupcions.<\/p>\n Sistema de disrupcions<\/strong>: Sistema principal encarregat d\u2019identificar, generar i classificar disrupcions a partir de les not\u00edcies obtingudes de les fonts de dades.<\/p>\n Model d\u2019intel\u00b7lig\u00e8ncia artificial<\/strong>:<\/p>\n Data Lake<\/strong>:<\/p>\n Frontend<\/strong>:<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” locked=”off” global_colors_info=”{}”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” locked=”off” global_colors_info=”{}”]<\/p>\n El data lake s\u2019ha dissenyat com un repositori per recopilar not\u00edcies digitals potencialment rellevants de qualsevol font, amb l\u2019objectiu de processar-les i analitzar-les per detectar disrupcions. Durant aquesta fase inicial, s\u2019ha utilitzat Bing News Search com a font de dades. A continuaci\u00f3 es mostren els diferents atributs que existeixen al data lake, diferenciant entre dades en brut \u2014\u00e9s a dir, les dades inicials obtingudes a trav\u00e9s de Bing News Search\u2014 i les dades processades pel model de detecci\u00f3 i classificaci\u00f3 de disrupcions.<\/p>\n [\/et_pb_text][et_pb_image src=”https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/11\/project-disruptive-infografia-2.svg” title_text=”project-disruptive-infografia-2″ _builder_version=”4.27.2″ _module_preset=”default” max_width=”1000px” module_alignment=”center” locked=”off” global_colors_info=”{}”][\/et_pb_image][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” locked=”off” global_colors_info=”{}”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” locked=”off” global_colors_info=”{}”]<\/p>\n La fase 2 d\u2019aquest projecte es presentar\u00e0 al Govern d\u2019Espanya. Aix\u00ed \u00e9s com es veu actualment la interf\u00edcie:<\/p>\n [\/et_pb_text][et_pb_image src=”https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/project-disruptive-image-2.webp” title_text=”project-disruptive-image-2″ _builder_version=”4.27.2″ _module_preset=”default” max_width=”1000px” module_alignment=”center” locked=”off” global_colors_info=”{}”][\/et_pb_image][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_font_size=”18px” text_line_height=”1.6em” locked=”off” global_colors_info=”{}”]<\/p>\nClient<\/h2>\n
Partners<\/h2>\n
El problema<\/h2>\n
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La soluci\u00f3<\/h2>\n
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Data<\/h2>\n
Resultats<\/h2>\n