{"id":193937,"date":"2025-11-28T17:14:25","date_gmt":"2025-11-28T16:14:25","guid":{"rendered":"https:\/\/lineact.cesi.fr\/?p=193937"},"modified":"2025-12-01T17:48:34","modified_gmt":"2025-12-01T16:48:34","slug":"a-look-from-researchers-interview-with-el-khalfi-zeineb","status":"publish","type":"post","link":"https:\/\/lineact.cesi.fr\/en\/a-look-from-researchers-interview-with-el-khalfi-zeineb\/","title":{"rendered":"A Look from Researchers \u2013 Interview with EL KHALFI Zeineb"},"content":{"rendered":"\n<section class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group editorial__picture editorial__aside is-style-editorial-aside-big editorial__aside--picture is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" data-id=\"1222704\" src=\"https:\/\/www.cesi.fr\/wp-content\/uploads\/2025\/11\/Anglais-Anglais.png\" alt=\"\" class=\"wp-image-1222704\" \/><\/figure>\n<\/figure>\n<\/div>\n\n\n\n<p><strong>On this page :<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#systems\">Your work intersects artificial intelligence, decision support, and intelligent transportation systems. What sparked your interest in these themes ?<\/a><\/li>\n\n\n\n<li><a href=\"#view\">You contribute to applied research projects related to intelligent transport systems. In your view, what are the most promising challenges for bringing AI closer to mobility needs ?<\/a><\/li>\n\n\n\n<li><a href=\"#work\">If you had to summarise your work in one powerful idea, what would it be ?<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p><em>3 questions to EL KHALFI Zeineb<\/em><br><strong>Teacher\u2013Researcher<\/strong>, member of the \u201cMultimodal Transport Systems Management\u201d theme at CESI LINEACT<\/p>\n\n\n\n<p>Since 2019, she has been working at the intersection of teaching and applied research around multimodal transport systems. As a member of the <strong>\u201cMultimodal Transport Systems Management\u201d<\/strong> theme, she collaborates closely with the<strong> Mobility and Intelligent Transport Chair<\/strong> at the University of Bordeaux through a skills-based sponsorship, supervising internships and PhD projects, and contributing to several studies conducted by the chair.<br>She is also involved in the <strong>\u201cMon trajet vert\u201d<\/strong> program, awarded by the <strong>French Energy Savings Certificates scheme<\/strong> in 2023, which aims to improve students\u2019 daily mobility. She currently co-supervises a PhD thesis focused on predicting university students\u2019 mobility needs within a dynamic multimodal system.<\/p>\n<\/div>\n<\/section>\n\n\n\n<div id=\"systems\" class=\"wp-block-group section is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading title--2 is-style-title-cesi-underline\"><span><strong>Your work intersects artificial intelligence, decision support, and intelligent transportation systems. What sparked your interest in these themes ?<\/strong><\/span><\/h2>\n\n\n\n<p>I became interested in artificial intelligence because it is a constantly evolving field, both scientifically stimulating and rich in practical applications. What particularly attracted me is its ability to address and adapt to complex, diverse, and very real issues that lie at the heart of today\u2019s challenges.<br>AI makes it possible to model, optimise, and improve many processes in various contexts\u2014for example, route optimisation and prediction in urban mobility, or decision support in transportation system management. It offers powerful levers to improve urban mobility, enhance safety, and optimise network management in real time.<br>This multidisciplinarity, combined with the concrete impact that developed solutions can have on daily life, was a key factor in my choice to specialise in this field.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div id=\"view\" class=\"wp-block-group section has-grey-background-color has-background is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading title--2 is-style-title-cesi-underline\"><span><strong>You contribute to applied research projects related to intelligent transport systems. In your view, what are the most promising challenges for bringing AI closer to mobility needs ?<\/strong><\/span><\/h2>\n\n\n\n<p>Urban mobility is becoming increasingly complex due to the temporal and spatial variability of flows and the rise of multimodality. In this context, current systems are showing their limits, making it necessary to develop more efficient and truly intelligent tools.<\/p>\n\n\n\n<p>One major challenge lies in exploiting mobility data more effectively to improve service quality. The issue is not only collecting these data but integrating AI at the heart of engineering and deployment processes for decision-support systems.<\/p>\n\n\n\n<p>AI is not meant to directly control transport networks, but rather to provide relevant, anticipatory, and robust recommendations to support decision-makers and enhance operational management. These advances represent, in my view, the most promising paths for aligning AI with real mobility needs.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div id=\"work\" class=\"wp-block-group section is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading title--2 is-style-title-cesi-underline\"><span><strong>If you had to summarise your work in one powerful idea, what would it be ?<\/strong><\/span><\/h2>\n\n\n\n<p>AI is a powerful and constantly evolving tool. When used thoughtfully and responsibly, it has the potential to profoundly transform services and significantly strengthen the quality of decision-making. However, its deployment must always be accompanied by vigilance, ethics, and genuine critical thinking to ensure responsible and beneficial use.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-group editorial__quote is-layout-flow wp-block-group-is-layout-flow\"><span class=\"icon icon_quotes\"><\/span>\n<blockquote class=\"wp-block-quote title--2 is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>Research is to see what everybody else has seen and think what nobody else has thought.<\/em><\/p>\n<cite>Albert Szent-Gy\u00f6rgyi<\/cite><\/blockquote>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Discover the profile of EL KHALFI Zeineb in A Look from Researchers.<\/p>\n","protected":false},"author":247,"featured_media":193939,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[428],"tags":[],"class_list":["post-193937","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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