{"id":4019,"date":"2021-01-19T12:04:20","date_gmt":"2021-01-19T11:04:20","guid":{"rendered":"https:\/\/cigip.webs.upv.es\/?p=4019"},"modified":"2026-10-14T10:42:18","modified_gmt":"2026-10-14T08:42:18","slug":"data-analysis-and-prediction-system-for-agricultural-supply-chains-predoctoral-grant","status":"publish","type":"post","link":"https:\/\/cigip.webs.upv.es\/en\/data-analysis-and-prediction-system-for-agricultural-supply-chains-predoctoral-grant\/","title":{"rendered":"Data analysis and prediction system for agricultural supply chains to improve demand management through big data techniques"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4019\" class=\"elementor elementor-4019 elementor-1000\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ba3148e e-con-full cf-hero e-flex e-con e-parent\" data-id=\"ba3148e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-92c108a e-con-full cf-hero-text e-flex e-con e-child\" data-id=\"92c108a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9ba7344 cf-eyebrow elementor-widget elementor-widget-heading\" data-id=\"9ba7344\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Regional R&amp;D project \u2013 2019<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b070ee cf-title elementor-widget elementor-widget-heading\" data-id=\"4b070ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Data analysis and prediction system for agricultural supply chains to improve demand management using B techniques<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8eda9b2 e-con-full cf-section e-flex e-con e-parent\" data-id=\"8eda9b2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-acd9849 cf-h2 elementor-widget elementor-widget-heading\" data-id=\"acd9849\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Project details<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-56f952a e-con-full e-grid cf-grid e-con e-child\" data-id=\"56f952a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5ad4c0a e-con-full cf-card e-flex e-con e-child\" data-id=\"5ad4c0a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-de18b72 cf-label elementor-widget elementor-widget-heading\" data-id=\"de18b72\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Reference<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab61682 cf-value elementor-widget elementor-widget-heading\" data-id=\"ab61682\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">ACIF\/2019\/021<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-55a530b e-con-full cf-card e-flex e-con e-child\" data-id=\"55a530b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d19446c cf-label elementor-widget elementor-widget-heading\" data-id=\"d19446c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Execution period<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc896c8 cf-value elementor-widget elementor-widget-heading\" data-id=\"cc896c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">01\/01\/2019 - 01\/01\/2022<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b6f3d3d e-con-full cf-card e-flex e-con e-child\" data-id=\"b6f3d3d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c8e480f cf-label elementor-widget elementor-widget-heading\" data-id=\"c8e480f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Type<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b70961 cf-value elementor-widget elementor-widget-heading\" data-id=\"0b70961\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">HR Financing<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4779741 e-con-full cf-card e-flex e-con e-child\" data-id=\"4779741\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-96cc0fd cf-label elementor-widget elementor-widget-heading\" data-id=\"96cc0fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Amount<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee1a776 cf-value elementor-widget elementor-widget-heading\" data-id=\"ee1a776\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">66.578,4\u20ac.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3483079 e-con-full cf-card e-flex e-con e-child\" data-id=\"3483079\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a8cb62 cf-label elementor-widget elementor-widget-heading\" data-id=\"2a8cb62\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Funding body<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f92bbc cf-value elementor-widget elementor-widget-heading\" data-id=\"8f92bbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">GENERALITAT VALENCIANA<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b13867b e-con-full cf-card e-flex e-con e-child\" data-id=\"b13867b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c92b3a3 cf-label elementor-widget elementor-widget-heading\" data-id=\"c92b3a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Principal investigator<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57e9619 cf-value elementor-widget elementor-widget-heading\" data-id=\"57e9619\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Anaya Fons, Victor Alonso<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-000823b cf-h3 elementor-widget elementor-widget-heading\" data-id=\"000823b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">CIGIP team<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5647f4d cf-chips elementor-widget elementor-widget-text-editor\" data-id=\"5647f4d\" 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<ul><li>Cuenca, L<\/li><li>Rodriguez-Sanchez, Maria De Los Angeles<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b273025 e-con-full cf-section cf-desc e-flex e-con e-parent\" data-id=\"b273025\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8eb17b5 cf-h2 elementor-widget elementor-widget-heading\" data-id=\"8eb17b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Description<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8864a51 cf-text elementor-widget elementor-widget-text-editor\" data-id=\"8864a51\" 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>Regional project &#8220;system of analysis and prediction of data in agricultural supply chains, for the improvement of demand management, by means of b techniques&#8221;..<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ef121f7 e-con-full cf-foot e-flex e-con e-parent\" data-id=\"ef121f7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7280978 cf-funding elementor-widget elementor-widget-image\" data-id=\"7280978\" 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=\"768\" height=\"1152\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2021\/01\/SimboloGeneralitat-768x1152-1.jpg\" class=\"attachment-full size-full wp-image-7682\" alt=\"\" srcset=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2021\/01\/SimboloGeneralitat-768x1152-1.jpg 768w, https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2021\/01\/SimboloGeneralitat-768x1152-1-200x300.jpg 200w, https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2021\/01\/SimboloGeneralitat-768x1152-1-683x1024.jpg 683w, https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2021\/01\/elementor\/thumbs\/SimboloGeneralitat-768x1152-1-qkdmvco7oq75ln3dtzplaq5fwdbi10qgtnmt2fw4po.jpg 100w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\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-a5da9fe cf-back elementor-widget elementor-widget-text-editor\" data-id=\"a5da9fe\" 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><a href=\"\/en\/research\/regional-rd-projects-check\/\">\u2190 Back to Regional R&#038;D projects<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Regional R&amp;D project \u2013 2019 Data analysis and prediction system for agricultural supply chains to improve demand management using B techniques Project details Reference ACIF\/2019\/021 Execution period 01\/01\/2019 &#8211; 01\/01\/2022 Type HR Financing Amount 66.578,4\u20ac. Funding body GENERALITAT VALENCIANA Principal investigator Anaya Fons, Victor Alonso CIGIP team Cuenca, L Rodriguez-Sanchez, Maria De Los Angeles Description [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[102,103,106,643],"tags":[],"class_list":["post-4019","post","type-post","status-publish","format-standard","hentry","category-investigacion","category-proyectos-i-d","category-proyectos-regionales","category-proyectos-regionales-2019"],"_links":{"self":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/4019","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/comments?post=4019"}],"version-history":[{"count":9,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/4019\/revisions"}],"predecessor-version":[{"id":12618,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/4019\/revisions\/12618"}],"wp:attachment":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/media?parent=4019"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/categories?post=4019"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/tags?post=4019"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}