{"id":37216,"date":"2023-07-27T15:00:39","date_gmt":"2023-07-27T21:00:39","guid":{"rendered":"https:\/\/iieg.gob.mx\/ns\/?page_id=37216"},"modified":"2024-12-18T12:22:08","modified_gmt":"2024-12-18T18:22:08","slug":"ramci","status":"publish","type":"page","link":"https:\/\/iieg.gob.mx\/ns\/?page_id=37216","title":{"rendered":"Elementor #37216"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"37216\" class=\"elementor elementor-37216\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a301cb9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a301cb9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9f8af78\" data-id=\"9f8af78\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a3971fe elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a3971fe\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-91a7d14\" data-id=\"91a7d14\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c22109 elementor-widget elementor-widget-image\" data-id=\"1c22109\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"524\" height=\"309\" src=\"https:\/\/iieg.gob.mx\/ns\/wp-content\/uploads\/2023\/08\/logo-ramci.png\" class=\"attachment-large size-large wp-image-37601\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48298c6 elementor-widget elementor-widget-spacer\" data-id=\"48298c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-f58f2b9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f58f2b9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-f594333\" data-id=\"f594333\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a96ca47 elementor-widget elementor-widget-text-editor\" data-id=\"a96ca47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: justify;\">El proyecto Riesgo de Accidente de Movilidad Ciclista\u00a0 (RAMCI) es una plataforma web p\u00fablica que predice, por medio de la Inteligencia Artificial (IA), la severidad de un accidente que puede padecer un ciclista que circula por las calles del \u00c1rea Metropolitana de Guadalajara.<\/p>\n<p style=\"text-align: justify;\">La plataforma ayuda a los ciclistas a conocer los cruces y los horarios donde hay mayor peligro y hacerse m\u00e1s conscientes y precavidos a la hora de rodar.<\/p>\n<p style=\"text-align: justify;\">Las predicciones de la plataforma fueron elaboradas a trav\u00e9s de analizar datos de hace m\u00e1s de una d\u00e9cada, as\u00ed como de m\u00faltiples y diversas fuentes de informaci\u00f3n como fueron el\u00a0<a href=\"https:\/\/iieg.gob.mx\/siniestralimap\/index.html\">Mapa de Siniestralidad<\/a>\u00a0de nuestro Instituto, datos de Bici Blanca, Google Maps, Moovit, Open Street View. Adem\u00e1s, utilizaron la IA, Machine Learning y algoritmos como \u00c1rboles de decisi\u00f3n, Random Forest, Gradient Boosting, redes neuronales,\u00a0<em>regresi\u00f3n log\u00edstica<\/em>, y\u00a0<em>redes<\/em>\u00a0bayesianas.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-3eb72a7\" data-id=\"3eb72a7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-16d14b6 elementor-widget elementor-widget-spacer\" data-id=\"16d14b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d3737e elementor-widget elementor-widget-text-editor\" data-id=\"3d3737e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<table border=\"0.5\" frame=\"void\" rules=\"rows\" cellspacing=\"2\" cellpadding=\"2\"><tbody><tr><td>Unidad<\/td><td><strong>Gobierno, Seguridad y Justicia<\/strong><\/td><\/tr><tr><td>Categor\u00eda<\/td><td><strong>H\u00e1bitat<\/strong><\/td><\/tr><tr><td>Subcategor\u00eda<\/td><td><strong>Movilidad<\/strong><\/td><\/tr><tr><td>\u00daltima actualizaci\u00f3n<\/td><td><strong>Agosto 2023<\/strong><\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-5dc454d elementor-widget elementor-widget-html\" data-id=\"5dc454d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<iframe src=\"https:\/\/ramci-53582.web.app\/mapa\" width=\"900\" height=\"700\" allow=\"fullscreen\"><\/iframe>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0db7fbf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0db7fbf\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e851156\" data-id=\"e851156\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cb28185 elementor-widget elementor-widget-toggle\" data-id=\"cb28185\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2131\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2131\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i class=\"elementor-toggle-icon-closed fa fa-caret-right\"><\/i>\n\t\t\t\t\t\t\t\t<i class=\"elementor-toggle-icon-opened fa fa-caret-up\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Microdatos<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2131\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2131\"><p><a href=\"https:\/\/iieg.gob.mx\/ns\/wp-content\/uploads\/2023\/08\/metadatoRAMCI.csv.zip\">Ver microdato<\/a><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>El proyecto Riesgo de Accidente de Movilidad Ciclista&nbsp; (RAMCI) es una plataforma web p\u00fablica que predice, por medio de la Inteligencia Artificial (IA), la severidad de un accidente que puede padecer un ciclista que circula por las calles del \u00c1rea &hellip; <a href=\"https:\/\/iieg.gob.mx\/ns\/?page_id=37216\">Continued<\/a><\/p>\n","protected":false},"author":14,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-37216","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/iieg.gob.mx\/ns\/index.php?rest_route=\/wp\/v2\/pages\/37216","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iieg.gob.mx\/ns\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/iieg.gob.mx\/ns\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/iieg.gob.mx\/ns\/index.php?rest_route=\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/iieg.gob.mx\/ns\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=37216"}],"version-history":[{"count":27,"href":"https:\/\/iieg.gob.mx\/ns\/index.php?rest_route=\/wp\/v2\/pages\/37216\/revisions"}],"predecessor-version":[{"id":45343,"href":"https:\/\/iieg.gob.mx\/ns\/index.php?rest_route=\/wp\/v2\/pages\/37216\/revisions\/45343"}],"wp:attachment":[{"href":"https:\/\/iieg.gob.mx\/ns\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=37216"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}