{"id":111,"date":"2022-11-23T08:23:56","date_gmt":"2022-11-23T07:23:56","guid":{"rendered":"https:\/\/www.mines-stetienne.fr\/fayol\/?page_id=111"},"modified":"2025-01-17T07:00:42","modified_gmt":"2025-01-17T06:00:42","slug":"projets","status":"publish","type":"page","link":"https:\/\/www.mines-stetienne.fr\/fayol\/recherche\/informatique-et-systemes-intelligents\/projets\/","title":{"rendered":"Projets"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote\"><p>Le D\u00e9partement  <a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">Informatique et syst\u00e8mes intelligents<\/a> participe aux Communaut\u00e9s scientifiques de l\u2019Institut Mines-T\u00e9l\u00e9com, notamment dans les domaines de : Data analytics et Intelligence artificielle,  Mobilit\u00e9 intelligente,  R\u00e9seaux et internet des objets (IoT).<\/p><cite> <a rel=\"noreferrer noopener\" href=\"https:\/\/www.imt.fr\/recherche-innovation\/recherche\/communautes-scientifiques\/\" target=\"_blank\">https:\/\/www.imt.fr\/recherche-innovation\/recherche\/communautes-scientifiques\/<\/a>&nbsp; <\/cite><\/blockquote>\n\n\n\n<div class=\"ListeFormations-item col-md-3 col-md-3 col-sm-3 col-xs-6\">\n<div class=\"Formation click\">\n<h4 class=\"Formation-title\"><a class=\"\" href=\"2\/\">Plateformes<\/a><\/h4>\n<p class=\"Formation-contentHover\">Plateforme Territoire<\/p>\n<\/div>\n<\/div>\n<div class=\"ListeFormations-item col-md-3 col-md-3 col-sm-3 col-xs-6\">\n<div class=\"Formation click\">\n<h4 class=\"Formation-title\"><a class=\"\" href=\"3\/\">Projets actuels<\/a><\/h4>\n<p class=\"Formation-contentHover\">Projects<\/p>\n<\/div>\n<\/div>\n<div class=\"ListeFormations-item col-md-3 col-md-3 col-sm-3 col-xs-6\">\n<div class=\"Formation click\">\n<h4 class=\"Formation-title\"><a class=\"\" href=\"4\/\">Anciens projets<\/a><\/h4>\n<p class=\"Formation-contentHover\">Past Projects<\/p>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:215px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/equipe\/\">Equipe<\/a><\/li>\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/publications\/\">Publications<\/a><\/li>\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/partenaires\/\">Partenaires<\/a><\/li>\n\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<a id=\"plateforme\"><\/a>\n\n\n\n<div class=\"fixed-top-menu-spacer\">\n                   <ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-631 current_page_item\"><a href=\"#\"><\/a><\/li>\n<li class=\"page_item page-item-631 current_page_item\"><a href=\"#\">Plateformes<\/a><\/li>\n<li class=\"page_item page-item-643\"><a href=\"..\/3\/\">Projets actuels<\/a><\/li>\n<li class=\"page_item page-item-637\"><a href=\"..\/4\/\">Anciens projets<\/a><\/li>\n\n                    <\/ul>\n                <\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"coordination-de-la-plateforme-territoire\">Coordination de la Plateforme \u00ab\u00a0Territoire\u00a0\u00bb<\/h3>\n\n\n\n<p><em>Coordinateur : <a href=\"&#109;&#97;&#x69;&#x6c;&#116;&#111;&#x3a;&#x66;&#108;&#97;&#x76;&#x69;&#101;&#110;&#x2e;&#x62;&#97;&#108;&#x62;&#x6f;&#64;&#109;&#x69;&#x6e;&#101;&#115;&#x2d;&#x73;&#116;&#101;&#x74;&#x69;&#101;&#110;&#x6e;&#x65;&#46;&#102;&#x72;\">Flavien BALBO<\/a><\/em><\/p>\n\n\n\n<p><em>Permet de simuler&nbsp; l\u2019\u00e9volution d\u2019un objet&nbsp; spatio-temporel Aide \u00e0 analyser le r\u00e9sultat Visualise \u00e0 la fois l\u2019\u00e9volution de l\u2019objet d\u2019\u00e9tude et&nbsp; des indicateurs choisis.<\/em><\/p>\n\n\n\n<p><strong>Trouver les bonnes politiques de gestion durable des ressources territoriales n\u00e9cessite des outils d\u2019aide \u00e0 la d\u00e9cision permettant de prendre en compte les dynamiques des territoires consid\u00e9r\u00e9s et d\u2019ajuster les param\u00e8tres des strat\u00e9gies collectives de r\u00e9gulation. <\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><a href=\"https:\/\/territoire.emse.fr\/\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2019\/02\/Capture-wb.jpg\" alt=\"\" class=\"wp-image-5765\" style=\"width:590px;height:296px\" \/><\/a><\/figure>\n<\/div>\n\n\n<p>De tels outils doivent pouvoir s\u2019adapter \u00e0 l\u2019h\u00e9t\u00e9rog\u00e9n\u00e9it\u00e9 des domaines concern\u00e9s en permettant l\u2019\u00e9laboration dynamique d\u2019une cha\u00eene de traitement allant du recueil de donn\u00e9es \u00e0 la visualisation de l\u2019espace des alternatives. Dans ce cadre, la<strong> <a href=\"https:\/\/territoire.emse.fr\/\" target=\"_blank\" rel=\"noopener noreferrer\">plateforme Territoire<\/a><\/strong> a pour objectif de servir de support \u00e0 la fois technique et promotionnel des travaux de l\u2019institut Henri Fayol concernant la gestion durable des territoires. De nouveaux outils d\u2019aide \u00e0 la d\u00e9cision comme la cartographie des potentiels \u00e9nerg\u00e9tiques des territoires, ou la logistique urbaine pourront \u00eatre d\u00e9velopp\u00e9s \u00e0 partir&nbsp; des services et des donn\u00e9es propos\u00e9s par la plateforme.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"coordination-de-la-plateforme-territoire\">Participation \u00e0 la Plateforme \u00ab\u00a0Maq&rsquo;It\u00a0\u00bb<\/h3>\n<\/div><\/div>\n\n\n\n<p>La&nbsp;<strong>plateforme Maq\u2019It<\/strong>&nbsp;propose un environnement robotique et logiciel con\u00e7u et dimensionn\u00e9 pour permettre d\u2019<strong>exp\u00e9rimenter<\/strong>, d\u2019<strong>\u00e9tudier<\/strong>&nbsp;et de&nbsp;<strong>former<\/strong>&nbsp;aux probl\u00e9matiques de l\u2019industrie et des territoires du futur.<\/p>\n\n\n\n<p>Cette plateforme s\u2019articule autour de th\u00e9matiques de recherche telles que : l\u2019intelligence artificielle, l\u2019interop\u00e9rabilit\u00e9, les mod\u00e8les de connaissance, le web des objets, des syst\u00e8mes multi-agents, pour r\u00e9pondre \u00e0 des probl\u00e9matiques de : logistique, mobilit\u00e9 intelligente, transitique dans une optique de&nbsp;<strong>transition num\u00e9rique, \u00e9cologique et industrielle<\/strong>.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/maqit.wp.imt.fr\/files\/2022\/09\/maqit-003-768x436.png\" alt=\"\" style=\"width:-119px;height:-67px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>Maq\u2019It<\/strong>&nbsp;compl\u00e8te les plateformes It\u2019m Factory et Territoire et accompagne les chercheurs, les enseignants et les ing\u00e9nieurs dans leurs d\u00e9marches de valorisation de leurs travaux de recherche et de formation. Son objectif est de permettre un processus de d\u00e9veloppement incr\u00e9mental et agile des d\u00e9monstrateurs finaux.<a id=\"actuels\"><\/a><\/p>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/equipe\/\">Equipe<\/a><\/li>\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/publications\/\">Publications<\/a><\/li>\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/partenaires\/\">Partenaires<\/a><\/li>\n\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<!--nextpage-->\n\n\n\n<div class=\"fixed-top-menu-spacer\">\n                   <ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-631 current_page_item\"><a href=\"#\"><\/a><\/li>\n<li class=\"page_item page-item-631 \"><a href=\"..\/2\/\">Plateformes<\/a><\/li>\n<li class=\"page_item page-item-643 current_page_item\"><a href=\"#\">Projets actuels<\/a><\/li>\n<li class=\"page_item page-item-637\"><a href=\"..\/4\/\">Anciens projets<\/a><\/li>\n\n                    <\/ul>\n                <\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"projets-actuels\">Projets actuels <\/h3>\n\n\n\n<table class=\"MsoTable15Grid3Accent1\" border=\"1\" cellspacing=\"0\" cellpadding=\"0\" style='background:white;border-collapse:collapse;border:none'>\n <tr>\n  <td width=\"201\" style='width:151.0pt;border:solid #7030A0 3.0pt;padding:0cm 5.4pt 0cm 5.4pt'>\n  <p class=\"MsoNormal\" align=\"center\" style='margin-top:7.5pt;margin-right:0cm;margin-bottom:15.0pt;margin-left:0cm;text-align:center;line-height:29.25pt;background:white'><b><i><span style='font-size:12.0pt;color:#333333'><a href=\"#ENFIELD\"><span style='font-style:normal'>ENFIELD&nbsp;\u2013&nbsp;Projet\n  Horizon Europe<\/span><\/a><\/span><\/i><\/b><\/p>\n  <\/td>\n  <td width=\"201\" style='width:151.05pt;border:solid #7030A0 3.0pt;border-left:  none;padding:0cm 5.4pt 0cm 5.4pt'>\n  <h5 align=\"center\" style='margin-top:7.5pt;margin-right:0cm;margin-bottom:15.0pt;margin-left:0cm;text-align:center;line-height:29.25pt;background:white'><strong><span style='font-size:12.0pt;font-family:\"Calibri\",sans-serif;color:#333333;font-weight:normal'><a href=\"#FITNESS\"><b>FITNESS&nbsp;\u2013 Projet PEPR<\/b><\/a><\/span><\/strong><\/h5>\n  <\/td>\n  <td width=\"201\" style='width:151.05pt;border:solid #7030A0 3.0pt;border-left:  none;padding:0cm 5.4pt 0cm 5.4pt'>\n  <p class=\"MsoNormal\" align=\"center\" style='margin-top:7.5pt;margin-right:0cm;margin-bottom:15.0pt;margin-left:0cm;text-align:center;line-height:29.25pt;background:white'><b><span style='font-size:12.0pt;color:#333333'><a href=\"#MaestrIoT\">MaestrIoT&nbsp;&#8211; Projet ANR<\/a><\/span><\/b><\/p>\n  <\/td>\n <\/tr>\n <tr>\n  <td width=\"201\" style='width:151.0pt;border:solid #7030A0 3.0pt;border-top:  none;padding:0cm 5.4pt 0cm 5.4pt'>\n  <p class=\"MsoNormal\" align=\"center\" style='margin-top:7.5pt;margin-right:0cm;margin-bottom:15.0pt;margin-left:0cm;text-align:center;line-height:29.25pt;background:white'><strong><i><span style='font-size:12.0pt;font-family:\"Calibri\",sans-serif;color:#333333;font-weight:normal'><a href=\"#IMTFor5G\"><b><span style='font-style:normal'>IMTFor5G+ \u2013 AMI Comp\u00e9tences et M\u00e9tiers d\u2019Avenir<\/span><\/b><\/a><\/span><\/i><\/strong><\/p>\n  <\/td>\n  <td width=\"201\" style='width:151.05pt;border-top:none;border-left:none;border-bottom:solid #7030A0 3.0pt;border-right:solid #7030A0 3.0pt;padding:0cm 5.4pt 0cm 5.4pt'>\n  <h5 align=\"center\" style='margin-top:7.5pt;margin-right:0cm;margin-bottom:15.0pt;margin-left:0cm;text-align:center;line-height:29.25pt;background:white'><strong><span style='font-size:12.0pt;font-family:\"Calibri\",sans-serif;color:#333333;font-weight:normal'><a href=\"#LoireConnecTID\"><b>LoireConnecTID<\/b><\/a><\/span><\/strong><\/h5>\n  <\/td>\n  <td width=\"201\" style='width:151.05pt;border-top:none;border-left:none;border-bottom:solid #7030A0 3.0pt;border-right:solid #7030A0 3.0pt;padding:0cm 5.4pt 0cm 5.4pt'>\n  <h5 align=\"center\" style='margin-top:7.5pt;margin-right:0cm;margin-bottom:15.0pt;margin-left:0cm;text-align:center;line-height:29.25pt;background:white'><strong><span style='font-size:12.0pt;font-family:\"Calibri\",sans-serif;color:#333333;font-weight:normal'><a href=\"#FIAURA\"><b>FIAURA \u2013&nbsp;Auvergne-Rh\u00f4ne-Alpes \u2013\n  Formations innovantes \u2013 France 2030<\/b><\/a><\/span><\/strong><\/h5>\n  <\/td>\n <\/tr>\n <tr>\n  <td width=\"201\" style='width:151.0pt;border:solid #7030A0 3.0pt;border-top:  none;padding:0cm 5.4pt 0cm 5.4pt'>\n  <h5 align=\"center\" style='margin-top:7.5pt;margin-right:0cm;margin-bottom:15.0pt;margin-left:0cm;text-align:center;line-height:29.25pt;background:white'><strong><i><span style='font-size:12.0pt;font-family:\"Calibri\",sans-serif;color:#333333;font-weight:normal'><a href=\"#SeReCo\"><b><span style='font-style:normal'>SeReCo<\/span><\/b><\/a><\/span><\/i><\/strong><\/h5>\n  <\/td>\n  <td width=\"201\" style='width:151.05pt;border-top:none;border-left:none;border-bottom:solid #7030A0 3.0pt;border-right:solid #7030A0 3.0pt;padding:0cm 5.4pt 0cm 5.4pt'>\n  <h5 align=\"center\" style='margin-top:7.5pt;margin-right:0cm;margin-bottom:15.0pt;margin-left:0cm;text-align:center;line-height:29.25pt;background:white'><strong><span style='font-size:12.0pt;font-family:\"Calibri\",sans-serif;color:#333333;font-weight:normal'><a href=\"#TSE\"><b>Train Cyber Expert (TSE) \u2013 AMI\n  Comp\u00e9tences et M\u00e9tiers d\u2019Avenir<\/b><\/a><\/span><\/strong><\/h5>\n  <\/td>\n  <td width=\"201\" style='width:151.05pt;border-top:none;border-left:none;border-bottom:solid #7030A0 3.0pt;border-right:solid #7030A0 3.0pt;padding:0cm 5.4pt 0cm 5.4pt'>\n  <h5 align=\"center\" style='margin-top:7.5pt;margin-right:0cm;margin-bottom:15.0pt;margin-left:0cm;text-align:center;line-height:29.25pt;background:white'><strong><span style='font-size:12.0pt;font-family:\"Calibri\",sans-serif;color:#333333;font-weight:normal'><a href=\"#MACMIA\"><b>MACMIA \u2013 AMI Comp\u00e9tences et M\u00e9tiers\n  d\u2019Avenir<\/b><\/a><\/span><\/strong><\/h5>\n  <\/td>\n <\/tr>\n <tr>\n  <td width=\"201\" style='width:151.0pt;border:solid #7030A0 3.0pt;border-top:  none;padding:0cm 5.4pt 0cm 5.4pt'>\n  <h5 align=\"center\" style='margin-top:7.5pt;margin-right:0cm;margin-bottom:15.0pt;margin-left:0cm;text-align:center;line-height:29.25pt;background:white'><strong><i><span style='font-size:12.0pt;font-family:\"Calibri\",sans-serif;color:#333333;font-weight:normal'><a href=\"#ACCELER\"><b><span style='font-style:normal'>ACCELER-AI<\/span><\/b><b><span style='font-style:normal'>&nbsp;<\/span><\/b><b><span style='font-style:normal'>\u2013\n  Projet ANR<\/span><\/b><\/a><\/span><\/i><\/strong><\/h5>\n  <\/td>\n  <td width=\"201\" style='width:151.05pt;border-top:none;border-left:none;border-bottom:solid #7030A0 3.0pt;border-right:solid #7030A0 3.0pt;padding:0cm 5.4pt 0cm 5.4pt'>\n  <h5 align=\"center\" style='margin-top:7.5pt;margin-right:0cm;margin-bottom:15.0pt;margin-left:0cm;text-align:center;line-height:29.25pt;background:white'><strong><span style='font-size:12.0pt;font-family:\"Calibri\",sans-serif;color:#333333;font-weight:normal'><a href=\"#ACCORD\"><b>ACCORD<\/b><b>&nbsp;\u2013&nbsp;<\/b><b>Projet\n  Horizon Europe<\/b><\/a><\/span><\/strong><\/h5>\n  <\/td>\n  <td width=\"201\" style='width:151.05pt;border-top:none;border-left:none;border-bottom:solid #7030A0 3.0pt;border-right:solid #7030A0 3.0pt;padding:0cm 5.4pt 0cm 5.4pt'>\n  <h5 align=\"center\" style='margin-top:7.5pt;margin-right:0cm;margin-bottom:15.0pt;margin-left:0cm;text-align:center;line-height:29.25pt;background:white'><strong><span style='font-size:12.0pt;font-family:\"Calibri\",sans-serif;color:#333333;font-weight:normal'><a href=\"#NAIMAN\"><b>NAIMAN<\/b><b> \u2013 Projet ANR<\/b><\/a><\/span><\/strong><\/h5>\n  <\/td>\n <\/tr>\n<\/table>\n\n\n\n<p>&nbsp; <a id=\"ENFIELD\"><\/a><\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>ENFIELD<\/strong> &#8211; <strong>Projet Horizon Europe <\/strong><\/h5>\n\n\n\n<p>L<img loading=\"lazy\" decoding=\"async\" class=\"alignright \" src=\"https:\/\/www.enfield-project.eu\/sites\/default\/files\/inline-images\/Enfield_logo.png\" width=\"296\" height=\"125\">e <strong>Projet ENFIELD<\/strong> ambitionne de faire progresser la recherche en Intelligence Artificielle, notamment dans les secteurs de la sant\u00e9, de l\u2019\u00e9nergie, de l\u2019industrie du futur et du spatial&nbsp;en attirant les meilleurs talents, technologies et ressources des acteurs de la recherche et de l\u2019industrie de classe mondiale en Europe. &nbsp;ENFIELD m\u00e8nera des activit\u00e9s de recherche de haut niveau en synchronisation avec les d\u00e9fis industriels et soci\u00e9taux afin de renforcer la position concurrentielle de l\u2019Union europ\u00e9enne dans le domaine de l\u2019IA et de cr\u00e9er un impact socio-\u00e9conomique significatif au profit des citoyennes et citoyens.<\/p>\n<p><strong>ENFIELD<\/strong> favorisera l\u2019\u00e9mergence d\u2019un r\u00e9seau europ\u00e9en dynamique compos\u00e9 de 30 partenaires issus de 18 pays, comprenant des organisations d\u2019enseignement et de recherche d\u2019excellence, des grandes entreprises, des PME ainsi que des repr\u00e9sentants du secteur public.<\/p>\n<div><strong>Site web :<\/strong> <a href=\"https:\/\/www.enfield-project.eu\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.enfield-project.eu\/<\/a><\/div>\n<p><strong>Partenaires : <\/strong><a href=\"https:\/\/www.enfield-project.eu\/consortium\" target=\"_blank\" rel=\"noopener\">https:\/\/www.enfield-project.eu\/consortium<\/a><\/p>\n<p><strong>Contacts : <br><\/strong>Responsable&nbsp;: <a href=\"&#x6d;&#x61;&#x69;&#x6c;&#x74;&#x6f;&#x3a;&#x62;&#111;&#105;&#115;&#115;&#105;&#101;&#114;&#64;ems&#x65;&#x2e;&#x66;&#x72;\">Olivier Boissier<\/a><br>Participants&nbsp;: Victor Charpenay, Guillaume Muller, Mansour Mayaki<\/p>\n\n\n\n<p class=\"wp-block-heading\"><strong>Actualit\u00e9 :<\/strong><\/p>\n\n\n<ul class=\"is-grid columns-2 has-dates has-excerpts wp-block-rss\"><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2026\/04\/13\/a-lire-une-etude-sur-lefficacite-energetique-des-graphes-de-connaissances\/'>A lire : Une \u00e9tude sur l\u2019efficacit\u00e9 \u00e9nerg\u00e9tique des graphes de connaissances<\/a><\/div><time datetime=\"2026-04-13T15:07:21+02:00\" class=\"wp-block-rss__item-publish-date\">13 avril 2026<\/time> <div class=\"wp-block-rss__item-excerpt\">Victor Charpenay, enseignant-chercheur \u00e0 l\u2019Institut Fayol, Mansour Zoubeirou A Mayaki, r\u00e9cemment post-doctorant au sein de l\u2019Institut, et Antoine Zimmermann, \u00e9galement enseignant-chercheur \u00e0 l\u2019Institut Fayol \u2014 tous trois membres du LIMOS \u2014 viennent de publier un article intitul\u00e9 \u00ab\u00a0On the Computational \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2026\/03\/11\/linstitut-fayol-engage-dans-les-reflexions-europeennes-sur-une-intelligence-artificielle-de-confiance\/'>L\u2019Institut Fayol engag\u00e9 dans les r\u00e9flexions europ\u00e9ennes sur une intelligence artificielle de confiance<\/a><\/div><time datetime=\"2026-03-11T17:42:32+01:00\" class=\"wp-block-rss__item-publish-date\">11 mars 2026<\/time> <div class=\"wp-block-rss__item-excerpt\">Ce 6 mars, s\u2019est tenu un atelier de travail sur l\u2018IA de confiance \u00e0 l\u2019\u00c9cole normale sup\u00e9rieure \u00e0 Paris, en format hybride. Cet atelier r\u00e9unissait chercheurs et experts industriels autour des enjeux majeurs li\u00e9s au d\u00e9veloppement de mod\u00e8les et de \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2026\/03\/03\/mines-saint-etienne-mobilisee-lors-de-la-5e-assemblee-generale-du-projet-europeen-enfield\/'>Mines Saint-\u00c9tienne mobilis\u00e9e lors de la 5e Assembl\u00e9e g\u00e9n\u00e9rale du projet europ\u00e9en ENFIELD<\/a><\/div><time datetime=\"2026-03-03T11:11:05+01:00\" class=\"wp-block-rss__item-publish-date\">3 mars 2026<\/time> <div class=\"wp-block-rss__item-excerpt\">Les 18 et 19 f\u00e9vrier, une quarantaine d\u2019experts internationaux en intelligence artificielle se sont r\u00e9unis \u00e0 la Technische Universit\u00e4t Chemnitz \u00e0 l\u2019occasion de la 5e Assembl\u00e9e g\u00e9n\u00e9rale du projet Horizon Europe ENFIELD. Deux journ\u00e9es d\u2019\u00e9changes intenses consacr\u00e9es \u00e0 la pr\u00e9paration \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2026\/01\/21\/participation-de-linstitut-henri-fayol-a-la-manutech-sleight-graduate-school-2026\/'>Participation de l\u2019Institut Henri Fayol \u00e0 la Manutech-SLEIGHT Graduate School 2026<\/a><\/div><time datetime=\"2026-01-21T16:56:57+01:00\" class=\"wp-block-rss__item-publish-date\">21 janvier 2026<\/time> <div class=\"wp-block-rss__item-excerpt\">Du 8 au 13 janvier 2026, l\u2019Institut Henri Fayol a \u00e9t\u00e9 repr\u00e9sent\u00e9 \u00e0 la Manutech-SLEIGHT Graduate School, un \u00e9v\u00e9nement scientifique organis\u00e9 \u00e0 Saint-\u00c9tienne sur le campus Manufacture (b\u00e2timent T\u00e9l\u00e9com Saint-\u00c9tienne). Cette \u00e9cole th\u00e9matique a r\u00e9uni chercheurs et \u00e9tudiants de Saint-\u00c9tienne \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2026\/01\/12\/le-3%E1%B5%89-webinaire-enfield-met-en-lumiere-les-travaux-sur-les-agents-ia-et-lintelligence-humaine\/'>Le 3\u1d49 webinaire ENFIELD met en lumi\u00e8re les travaux sur les agents IA et l\u2019intelligence humaine<\/a><\/div><time datetime=\"2026-01-12T09:35:01+01:00\" class=\"wp-block-rss__item-publish-date\">12 janvier 2026<\/time> <div class=\"wp-block-rss__item-excerpt\">Le 3\u1d49 webinaire du r\u00e9seau d\u2019excellence europ\u00e9en ENFIELD, intitul\u00e9 \u00ab AI Agents and Human Insight \u00bb, a r\u00e9uni plus de 40 participants autour des avanc\u00e9es r\u00e9centes et des enjeux cl\u00e9s li\u00e9s aux agents d\u2019intelligence artificielle et \u00e0 leur articulation avec \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2025\/11\/05\/linstitut-fayol-au-coeur-de-la-recherche-sur-lintelligence-artificielle-europeenne-ecai-2025-bologne\/'>L\u2019Institut Fayol au c\u0153ur de la recherche sur l\u2019intelligence artificielle europ\u00e9enne \u2013 ECAI 2025, Bologne<\/a><\/div><time datetime=\"2025-11-05T16:23:14+01:00\" class=\"wp-block-rss__item-publish-date\">5 novembre 2025<\/time> <div class=\"wp-block-rss__item-excerpt\">L\u2019Institut Fayol a \u00e9t\u00e9 largement repr\u00e9sent\u00e9 lors de la 28e Conf\u00e9rence europ\u00e9enne sur l\u2019intelligence artificielle (ECAI 2025), organis\u00e9e du 25 au 30 octobre 2025 dans la ville historique de Bologne (Italie). Soutenu par l\u2019European Association for Artificial Intelligence (EurAI) et \u2026 Lire la Suite \u2192<\/div><\/li><\/ul>\n\n\n<p>&nbsp; <a id=\"FITNESS\"><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>FITNESS&nbsp;&#8211; Projet PEPR<\/strong><\/h5>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignright \" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2024\/12\/FR2030_reseaux-futur.png\" width=\"277\" height=\"135\">Le projet <strong>FITNESS<\/strong> a pour objet l\u2019\u00e9tude de blocs IoT \u00e9l\u00e9mentaires en vue de leur int\u00e9gration dans des applications verticales. Trois domaines sont trait\u00e9s&nbsp;: (i) IoT Massif, (ii) Industrie 4.0 et (iii) Transport Connect\u00e9 &amp; Applications V\u00e9hiculaires. <strong>FITNESS<\/strong> \u00e9tudie les contraintes fondamentales de ces applications, la plupart \u00e9tant transverses aux trois domaines&nbsp;: la consommation d\u2019\u00e9nergie et l\u2019allocation des ressources (pr\u00e9\u00e9minentes pour des capteurs distribu\u00e9s massivement), la s\u00e9curit\u00e9 des informations et la garantie de service (particuli\u00e8rement pour le secteur industriel), la latence et la robustesse (critiques dans le v\u00e9hiculaire). Une attention sp\u00e9ciale est aussi port\u00e9e \u00e0 la coexistence entre les protocoles et r\u00e9seaux 5G et d\u2019apr\u00e8s 5G.<\/p>\n<div><strong>Site web :<\/strong> <a href=\"https:\/\/pepr-futurenetworks.fr\/r\" target=\"_blank\" rel=\"noopener\">https:\/\/pepr-futurenetworks.fr\/<\/a><\/div>\n<p><strong>Partenaires :<\/strong><\/p>\n<ul class=\"wp-block-list animate --reveal\">\n<li>CEA-Leti, CEA-List<\/li>\n<li>CNRS et \u00e9tablissements li\u00e9s : IETR, IRIT, L2S, XLIM, INS2I<\/li>\n<li>IMT- Atlantique, IMT-Telecom Paris, IMT-Nord Europe, IMT-MSE, Eurecom<\/li>\n<li>INRIA et \u00e9tablissements li\u00e9s : AOI, FUN, TRIBE, AGORA<\/li>\n<\/ul>\n<p><strong>Contacts :<\/strong><\/p>\n<p>Responsable : <a href=\"ma&#105;&#108;&#116;&#111;&#x3a;&#x62;&#x6f;&#x69;&#x73;si&#101;&#114;&#64;&#101;&#x6d;&#x73;&#x65;&#x2e;&#x66;r\">Olivier Boissier<\/a><br>Participants : Philippe Jaillon<\/p>\n\n\n\n<p class=\"wp-block-heading\"><strong>Actualit\u00e9 :<\/strong><\/p>\n\n\n<ul class=\"is-grid columns-2 has-dates has-excerpts wp-block-rss\"><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2024\/12\/10\/muscler-les-reseaux-iot-du-futur\/'>Muscler les r\u00e9seaux IoT du futur<\/a><\/div><time datetime=\"2024-12-10T15:57:00+01:00\" class=\"wp-block-rss__item-publish-date\">10 d\u00e9cembre 2024<\/time> <div class=\"wp-block-rss__item-excerpt\">\u00ab\u00a0D\u00e9velopper des r\u00e9seaux capables de s\u2019adapter dynamiquement aux besoins de l\u2019IoT massif, de l\u2019IoT Industriel et des transports connect\u00e9s, tel est l\u2019objectif du projet FITNESS. Le projet s\u2019appuie sur l\u2019expertise de plusieurs \u00e9coles de l\u2019IMT pour faire face aux d\u00e9fis \u2026 Lire la Suite \u2192<\/div><\/li><\/ul>\n\n\n<p>&nbsp; <a id=\"MaestrIoT\"><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\"><strong><strong>MaestrIoT&nbsp;: Multi-Agent Trust Decision Process for the Internet of Things<\/strong><\/strong> <strong>&#8211; Projet ANR<\/strong><\/h5>\n\n\n\n<p><span class=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"alignright \" src=\"https:\/\/fayol.wp.imt.fr\/files\/2022\/09\/anr-logo-2021.png\" width=\"224\" height=\"69\">Le d\u00e9ploiement de syst\u00e8mes d\u2019Internet des Objets (IoT) dans des environnements ouverts et dynamiques soul\u00e8ve plusieurs probl\u00e9matiques li\u00e9es \u00e0 la fiabilit\u00e9 de leurs composants. Il est irr\u00e9aliste de supposer que chaque composant mat\u00e9riel ou logiciel est fiable, digne de confiance et performant en toutes circonstances, notamment en cas de conditions climatiques extr\u00eames. <br>Le projet MaestrIoT abordera ces probl\u00e9matiques en proposant un cadre algorithmique visant \u00e0 garantir la confiance dans un syst\u00e8me multi-agent g\u00e9rant les capteurs et actionneurs d&rsquo;un environnement cyber-physique. La gestion de la confiance devra \u00eatre assur\u00e9e \u00e0 chaque \u00e9tape, de la perception \u00e0 la prise de d\u00e9cision, tout en int\u00e9grant les \u00e9changes d&rsquo;informations entre les dispositifs de l&rsquo;Internet des Objets (IoT).<br>Ces contributions th\u00e9oriques seront appliqu\u00e9es dans deux domaines privil\u00e9gi\u00e9s : l\u2019Industrie 4.0 et la Mobilit\u00e9 Coop\u00e9rative Connect\u00e9e et Automatis\u00e9e. Des d\u00e9monstrateurs seront d\u00e9velopp\u00e9s, tant en simulation compl\u00e8te qu\u2019en hybridation de plateformes simul\u00e9es et r\u00e9elles.<br>Le r\u00e9seau des dispositifs connect\u00e9s, \u00e9galement connu sous le nom d\u2019Internet des Objets (IoT), a connu un d\u00e9veloppement significatif ces derni\u00e8res ann\u00e9es et devrait cro\u00eetre davantage avec l\u2019arriv\u00e9e de la 5G. Les applications de l\u2019IoT sont nombreuses et vari\u00e9es. Elles peuvent d\u00e9sormais \u00eatre d\u00e9ploy\u00e9es dans des environnements ouverts et dynamiques compos\u00e9s d&rsquo;objets h\u00e9t\u00e9rog\u00e8nes. Dans ce type d\u2019environnement, les dispositifs intelligents doivent d\u00e9couvrir \u00e0 la vol\u00e9e d&rsquo;autres dispositifs situ\u00e9s dans leur champ de communication, ainsi que les informations et services qu\u2019ils proposent. Ils peuvent \u00e9galement recevoir des requ\u00eates de ces objets.<br><\/span><\/p>\n<div><strong>Site web :<\/strong> <a href=\"https:\/\/maestriot.wp.imt.fr\/\" target=\"_blank\" rel=\"noopener\">https:\/\/maestriot.wp.imt.fr\/<\/a><\/div>\n<div>&nbsp;<\/div>\n<div><strong>Partenaires<\/strong> : <a href=\"https:\/\/maestriot.wp.imt.fr\/partners\/\" target=\"_blank\" rel=\"noopener\">https:\/\/maestriot.wp.imt.fr\/partners\/<\/a><\/div>\n<div>&nbsp;<\/div>\n<div><strong>Contacts : <\/strong><\/div>\n<div>Responsable : <a href=\"&#x6d;&#x61;&#105;&#108;t&#x6f;&#x3a;&#x62;&#97;&#108;b&#x6f;&#x40;&#x65;&#109;&#115;e&#x2e;&#x66;&#x72;\">Flavien Balbo<\/a> <br>Participants : Xavier Serpaggi, Victor Charpenay, Nesrine Hafiene<\/div>\n\n\n\n<div style=\"height:17px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-heading\"><strong>Actualit\u00e9 :<\/strong><\/p>\n\n\n<ul class=\"is-grid columns-2 has-dates has-excerpts wp-block-rss\"><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/maestriot.wp.imt.fr\/2025\/06\/30\/maestriot-la-recherche-sur-les-objets-connectes\/'>\u00a0Maestriot : au coeur de la recherche sur les objets connect\u00e9s<\/a><\/div><time datetime=\"2025-06-30T10:36:09+02:00\" class=\"wp-block-rss__item-publish-date\">30 juin 2025<\/time> <div class=\"wp-block-rss__item-excerpt\">Le projet\u00a0Maestriot\u00a0(Multi-Agent Trust Decision Process for the Internet of Things) marque ce d\u00e9but d\u2019\u00e9t\u00e9 par de nouvelles contributions, avec la pr\u00e9sentation de plusieurs articles scientifiques dans des conf\u00e9rences internationales. Ce projet, soutenu par l\u2019ANR, auquel participe Institut Fayol dans le \u2026 Continue reading \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/maestriot.wp.imt.fr\/2023\/07\/03\/reunion-pleniere-du-projet-a-linsa-rouen\/'>R\u00e9union pl\u00e9ni\u00e8re du projet \u00e0 l\u2019INSA Rouen<\/a><\/div><time datetime=\"2023-07-03T14:47:46+02:00\" class=\"wp-block-rss__item-publish-date\">3 juillet 2023<\/time> <div class=\"wp-block-rss__item-excerpt\">Une r\u00e9union pl\u00e9ni\u00e8re du projet ANR MaestrIoT a eu lieu\u00a0mercredi 28 juin 2023\u00a0\u00e0 l\u2019INSA Rouen Normandie. Les coordinateurs scientifiques et des participants des partenaires acad\u00e9miques du projet \u00e9taient pr\u00e9sents pour les laboratoires LITIS, LIMOS, et LCIS et \u00e0 distance pour \u2026 Continue reading \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/maestriot.wp.imt.fr\/2022\/05\/19\/reunion-de-travail-pour-le-projet-anr-maestriot\/'>R\u00e9union de travail pour le projet ANR MaestrIoT<\/a><\/div><time datetime=\"2022-05-19T14:13:34+02:00\" class=\"wp-block-rss__item-publish-date\">19 mai 2022<\/time> <div class=\"wp-block-rss__item-excerpt\">Ce 18 mai, se tenait la r\u00e9union du projet ANR MaestrIoT qui r\u00e9unissait l\u2019ensemble des partenaires acad\u00e9miques. L\u2019Institut Fayol \u00e9tait repr\u00e9sent\u00e9 par Flavien Balbo, responsable du d\u00e9partement Informatique et syst\u00e8mes intelligents et membre du LIMOS, Xavier Serpaggi Chercheur en informatique \u2026 Continue reading \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/maestriot.wp.imt.fr\/2022\/03\/08\/bonjour-tout-le-monde\/'>Lancement du projet ANR Maestriot<\/a><\/div><time datetime=\"2022-03-08T12:24:51+01:00\" class=\"wp-block-rss__item-publish-date\">8 mars 2022<\/time> <div class=\"wp-block-rss__item-excerpt\">Ce mardi\u00a08 mars, les partenaires du projet ANR Maestriot se sont donn\u00e9 rendez-vous \u00e0 Mines Saint-Etienne pour la r\u00e9union de lancement. Au programme de cette journ\u00e9e charg\u00e9e, la d\u00e9finition du cahier des charges pour atteindre des objectifs de recherche ambitieux \u2026 Continue reading \u2192<\/div><\/li><\/ul>\n\n\n<p>&nbsp; <a id=\"IMTFor5G\"><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>IMTFor5G+ &#8211; AMI Comp\u00e9tences et M\u00e9tiers d\u2019Avenir<\/strong><\/h5>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignright \" src=\"https:\/\/anr.fr\/fileadmin\/images\/logos\/label-IA-2018-180x180.jpg\" width=\"137\" height=\"137\"><\/p>\n<p>Les syst\u00e8mes 5G et plus g\u00e9n\u00e9ralement l\u2019ensemble des technologies de communication sans fils sont d\u00e9sormais d\u2019un usage courant et vont se diffuser dans de nombreux secteurs d\u2019activit\u00e9s parmi lesquels l\u2019industrie, les transports, la sant\u00e9, l\u2019automobile. Le besoin de formation dans ces domaines est donc vital. Le projet IMTFor5G+ vise \u00e0 renouveler l\u2019offre de formation tant initiale que continue sur la 5G et ses \u00e9volutions en s\u2019assurant qu\u2019elle r\u00e9pond aux besoins du monde industriel et \u00e9conomique tant sur des aspects purement techniques que sur des aspects \u00e9conomiques et soci\u00e9taux.<br>IMTFor5G+ vise \u00e0 d\u00e9ployer une offre souveraine de formations dipl\u00f4mantes et certifiantes sur l\u2019ensemble du territoire national au plus pr\u00e8s des entreprises avec pour points saillants :<\/p>\n<p>\u2022 Travailler avec les partenaires \u00e0 la d\u00e9finition des besoins en comp\u00e9tences ;<br>\u2022 S\u2019adapter aux temps de chacun en d\u00e9veloppant des ressources p\u00e9dagogiques en ligne ;<br>\u2022 Cr\u00e9er des parcours de formation initiale (ing\u00e9nieur manager), de sp\u00e9cialisation (double comp\u00e9tence) et continue (actualisation) associant technologie, syst\u00e8me, usage, \u00e9conomie ;<br>\u2022 Former des acteurs aptes \u00e0 prendre en compte les d\u00e9fis de sobri\u00e9t\u00e9 \u00e9nerg\u00e9tique ;<br>\u2022 Sensibiliser et attirer les talents avec des actions aupr\u00e8s du grand public, coll\u00e9giens, lyc\u00e9ens et \u00e9tudiants et leurs enseignants ;<br>\u2022 Sensibiliser les dirigeants des entreprises utilisatrices, PME et ETI, et former leurs personnels.<\/p>\n<p><strong>Dates&nbsp;:<\/strong>&nbsp;2024-2027<\/p>\n<p><strong>Site Web :&nbsp;<\/strong><\/p>\n<p><strong>Partenaires&nbsp;: &nbsp;<\/strong><\/p>\n<p>IIMT Atlantique, IMT Business School, IMT Nord Europe, Mines Saint-Etienne, T\u00e9l\u00e9com Paris, T\u00e9l\u00e9com SudParis, Eur\u00e9com, F\u00e9d\u00e9ration Fran\u00e7aise des T\u00e9l\u00e9coms (FFT), Cap Digital (p\u00f4le de comp\u00e9titivit\u00e9), Alliance Industrie du Futur (AIF), Orange, Weaccess Group SA, Alsatis SAS, Infovista SAS, NXP Semiconductors France, Ericsson France SAS, Thales SA, Clever Cloud SAS<\/p>\n<p><strong>Contacts Fayol :&nbsp;<\/strong><\/p>\n<p>Responsable&nbsp;: <a href=\"&#x6d;&#97;i&#x6c;&#x74;&#111;:&#x6a;&#97;i&#x6c;&#x6c;&#111;n&#x40;&#101;m&#x73;&#x65;&#46;f&#x72;\">Philippe Jaillon<\/a><br>Participants : Xavier Serpaggi, Khadim Ba<\/p>\n\n\n\n<p>&nbsp; <a id=\"LoireConnecTID\"><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\"><strong><strong><strong>LoireConnecTID<\/strong><\/strong><\/strong><\/h5>\n\n\n\n<p><img decoding=\"async\" class=\"alignright\" src=\"https:\/\/fayol.wp.imt.fr\/files\/2023\/06\/loire-connect-150x150.jpg\">Le projet a pour vocation \u00e0 r\u00e9pondre aux grands enjeux d\u2019\u00e9volution des Services Publics tout en r\u00e9pondant aux exigences de transition \u00e9cologique. D\u2019autre part, la r\u00e9cente crise sanitaire a mis en \u00e9vidence la n\u00e9cessit\u00e9 de diversifier les offres de service pour les personnes en perte d\u2019autonomie, de prolonger le maintien \u00e0 domicile par l\u2019adaptation des logements, ou la d\u00e9tection des signaux faibles pour une meilleure prise en charge.<\/p>\n<p>Aujourd\u2019hui, la crise \u00e9nerg\u00e9tique actuelle rend n\u00e9cessaire l\u2019exploration de toute solution \u00e0 m\u00eame d\u2019optimiser les ressources n\u00e9cessaires pour le chauffage.<\/p>\n<p><strong>LoireConnecTID<\/strong> permet de r\u00e9pondre \u00e0 deux enjeux majeurs de d\u00e9veloppement territorial :<\/p>\n<p>L\u2019am\u00e9lioration de l\u2019organisation des structures publiques : gr\u00e2ce \u00e0 une meilleure utilisation de la donn\u00e9e, les acteurs publics sont en mesure d\u2019optimiser leur fonctionnement interne en termes d\u2019efficacit\u00e9, d\u2019\u00e9conomie et de limitation de leur empreinte carbone.<\/p>\n<p>Le d\u00e9veloppement et la diversification des services propos\u00e9s aux usagers : les outils mis en place dans le cadre du projet contribueront \u00e0 \u00e9largir l\u2019offre de services propos\u00e9e par les diff\u00e9rents acteurs publics.<\/p>\n<p><strong>Partenaires&nbsp;: &nbsp;<\/strong><\/p>\n<p>D\u00e9partement de la Loire, le Syndicat intercommunal d\u2019\u00e9nergies de la Loire \u2013 Territoire d\u2019Energie (SIEL), le bailleur social Loire-Habitat, l\u2019Ecole des Mines de Saint Etienne (EMSE) en partenariat avec T\u00e9l\u00e9com Saint-Etienne, l\u2019Institut R\u00e9gional Universitaire Polytechnique (IRUP), ainsi que les soci\u00e9t\u00e9s U.R.B.S. et QARNOT.<\/p>\n<p><strong>Contact Fayol :&nbsp;<\/strong><\/p>\n<p>Responsable&nbsp;: <a href=\"&#109;&#x61;i&#108;&#x74;&#111;&#x3a;z&#105;&#x6d;m&#x65;&#x72;&#109;&#x61;n&#110;&#x40;e&#x6d;&#x73;&#101;&#x2e;f&#114;\">Antoine Zimmermann<\/a><\/p>\n<p><strong>Objectif de D\u00e9veloppement Durable<\/strong>&nbsp;:<\/p>\n<p><a href=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/11\/odd11.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-20269 size-full\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/11\/odd11.jpg\" alt=\"\" width=\"150\" height=\"150\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-heading\"><strong>Actualit\u00e9 :<\/strong><\/p>\n\n\n<ul class=\"is-grid columns-2 has-dates has-excerpts wp-block-rss\"><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2023\/06\/09\/le-projet-loireconnectid-laureat-de-lappel-a-projets-territoires-intelligents-et-durables-tid\/'>Le projet \u00ab\u00a0LoireConnecTID\u00a0\u00bb laur\u00e9at de l\u2019appel \u00e0 projets \u00ab Territoires intelligents et durables (TID)<\/a><\/div><time datetime=\"2023-06-09T10:59:58+02:00\" class=\"wp-block-rss__item-publish-date\">9 juin 2023<\/time> <div class=\"wp-block-rss__item-excerpt\">C\u2019est avec un grand plaisir que l\u2019Institut Fayol, vous informe que le projet \u00ab\u00a0LoireConnecTID\u00ab\u00a0, dont il est partenaire, est retenu par France 2030, le grand plan d\u2019investissement de la France, qui a annonc\u00e9, ce 7 juin, les nouveaux laur\u00e9ats retenus \u2026 Lire la Suite \u2192<\/div><\/li><\/ul>\n\n\n<p>&nbsp; <a id=\"FIAURA\"><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\"><strong><strong>FIAURA &#8211; <\/strong>Auvergne-Rh\u00f4ne-Alpes &#8211; Formations innovantes \u2013 France 2030<\/strong><\/h5>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignright \" src=\"https:\/\/anr.fr\/fileadmin\/images\/logos\/label-IA-2018-180x180.jpg\" width=\"137\" height=\"137\">Ce projet a pour objectif de construire une d\u00e9marche coordonn\u00e9e pour mettre en place les formations en IA que les acteurs r\u00e9gionaux demandent et ne trouvent pas dans l\u2019offre existante.<br><br>Cette d\u00e9marche int\u00e8gre une \u00e9tude des besoin du march\u00e9 en mati\u00e8re de formation en IA, l\u2019ing\u00e9nierie de formation commune, un outil d\u2019auto \u00e9valuation du niveau de connaissance en IA pour orienter les entreprises vers les formations FIAURA adapt\u00e9es \u00e0 leurs besoins, la mise de lieux de formation en IA mutualis\u00e9es sur les sites de Clermont-Ferrand, Grenoble et Lyon et d\u2019un label attestant de la qualit\u00e9 des formations.<\/p>\n<p><strong>Partenaires&nbsp;: &nbsp;<\/strong><\/p>\n<p>Universit\u00e9 Clermont Auvergne, Mines Saint-\u00c9tienne, ENS de Lyon<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Contact Fayol&nbsp;: <\/strong>La (les) personne(s) chef de projet ou impliqu\u00e9es \u00e0 Fayol<\/p>\n<p>Responsable&nbsp;: <a href=\"&#109;a&#x69;l&#x74;o&#x3a;&#98;&#x61;&#108;&#x62;&#111;&#64;&#x65;m&#x73;e&#x2e;&#102;&#x72;\">Flavien Balbo<\/a><br>Participants&nbsp;: Fabien Badeig<\/p>\n\n\n\n<p>&nbsp; <a id=\"SeReCo\"><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>SeReCo<\/strong><\/h5>\n\n\n\n<p><strong>SeReCo<\/strong> est une \u00e9cole doctorale r\u00e9unissant des chercheurs de plusieurs institutions prestigieuses dont l\u2019objectif principal est d\u2019explorer les synergies entre la science du Web et l\u2019Intelligence Artificielle (IA). L\u2019accent est mis sur :<\/p>\n<ul>\n<li>Les technologies s\u00e9mantiques permettant aux machines de raisonner sur les contenus num\u00e9riques disponibles sur le Web.<\/li>\n<li>Les technologies de coordination permettant aux machines de collaborer efficacement sur un ensemble croissant de services d\u00e9ploy\u00e9s.<\/li>\n<\/ul>\n<p>L\u2019int\u00e9gration \u00e9troite des technologies de s\u00e9mantique, de raisonnement et de coordination devrait favoriser des innovations dans divers domaines, tels que :<\/p>\n<ul>\n<li>Les syst\u00e8mes cyber-physiques.<\/li>\n<li>L\u2019int\u00e9gration des informations d\u2019entreprise.<\/li>\n<li>Les r\u00e9seaux de capteurs.<\/li>\n<li>La fabrication et l\u2019industrie 4.0.<\/li>\n<li>Les villes intelligentes.<\/li>\n<\/ul>\n<p>Ce programme vise \u00e0 former des chercheurs capables de repousser les limites technologiques tout en r\u00e9pondant aux besoins des soci\u00e9t\u00e9s modernes.<\/p>\n<p><strong>Dates&nbsp;:<\/strong>&nbsp;<\/p>\n<p><strong>Site Web :<\/strong> <a href=\"https:\/\/sereco-graduate-school.github.io\/\" target=\"_blank\" rel=\"noopener\">https:\/\/sereco-graduate-school.github.io\/<\/a> &nbsp;<\/p>\n<p><strong>Partenaires&nbsp;: &nbsp;<\/strong><\/p>\n<p>Universit\u00e9 FAU Erlangen-Nuremberg, l\u2019Institut de Technologie de Karlsruhe (KIT), l\u2019Universit\u00e9 de Saint-Gall, Mines Saint-\u00c9tienne et l\u2019Universit\u00e9 Jean Monnet<\/p>\n<p><strong>Contacts Fayol :&nbsp;<\/strong><\/p>\n<p>Responsable&nbsp;: <a href=\"&#109;&#x61;i&#108;&#x74;o&#x3a;&#x7a;&#105;&#x6d;m&#101;&#x72;m&#97;&#x6e;&#110;&#x40;e&#109;&#x73;e&#46;&#x66;&#114;\">Antoine Zimmermann<\/a><br>Participants&nbsp;: Jean-Christophe Touvet<\/p>\n<p><strong>Mots clef ou th\u00e9matiques<\/strong>&nbsp;:<\/p>\n<p>Les axes de recherche incluent notamment :<\/p>\n<ul>\n<li>Mod\u00e9lisation s\u00e9mantique des donn\u00e9es : donn\u00e9es li\u00e9es, ontologies, annotations.<\/li>\n<li>Gestion distribu\u00e9e des donn\u00e9es et int\u00e9gration s\u00e9mantique.<\/li>\n<li>Raisonnement dans des environnements ouverts et distribu\u00e9s.<\/li>\n<li>Mod\u00e9lisation et programmation bas\u00e9es sur des syst\u00e8mes multi-agents.<\/li>\n<li>Prise de d\u00e9cision dans des syst\u00e8mes ouverts et distribu\u00e9s.<\/li>\n<li>Mod\u00e8les de coordination et technologies pour les agents autonomes.<\/li>\n<li>Syst\u00e8mes auto-organis\u00e9s.<\/li>\n<li>Confiance dans les syst\u00e8mes multi-agents.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-heading\"><strong>Actualit\u00e9 :<\/strong><\/p>\n\n\n<ul class=\"is-grid columns-2 has-dates has-excerpts wp-block-rss\"><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2026\/03\/24\/programme-sereco-linstitut-fayol-au-coeur-dune-cooperation-doctorale-franco-allemande-renouvelee\/'>Programme SeReCo : l\u2019Institut Fayol au c\u0153ur d\u2019une coop\u00e9ration doctorale franco-allemande renouvel\u00e9e<\/a><\/div><time datetime=\"2026-03-24T15:34:27+01:00\" class=\"wp-block-rss__item-publish-date\">24 mars 2026<\/time> <div class=\"wp-block-rss__item-excerpt\">Les 18 et\u00a019 mars 2026, l\u2019Institut Fayol a particip\u00e9 \u00e0 la r\u00e9union annuelle du coll\u00e8ge doctoral franco-allemand SeReCo, organis\u00e9e cette ann\u00e9e \u00e0 Nuremberg. Financ\u00e9 par l\u2019Universit\u00e9 franco-allemande (UFA), le programme SeReCo (Semantics, Reasoning, and Coordination) vise \u00e0 renforcer la coop\u00e9ration \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2023\/09\/19\/retour-sur-le-seminaire-du-college-doctoral-sereco\/'>Retour sur le s\u00e9minaire du coll\u00e8ge doctoral SeReCo<\/a><\/div><time datetime=\"2023-09-19T12:01:32+02:00\" class=\"wp-block-rss__item-publish-date\">19 septembre 2023<\/time> <div class=\"wp-block-rss__item-excerpt\">Les 17 et 18 juillet 2023, le deuxi\u00e8me s\u00e9minaire du coll\u00e8ge doctoral SeReCo a eu lieu au Forschungscampus Waischenfeld, Fraunhofer-Institut f\u00fcr Integrierte Schaltungen, pr\u00e8s de Nuremberg, organis\u00e9 par la Chaire des syst\u00e8mes d\u2019information techniques. SeReCo est une \u00e9cole doctorale regroupant \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2022\/06\/08\/linstitut-fayol-honore-daccueillir-le-1er-seminaire-du-college-doctoral-sereco\/'>L\u2019Institut Fayol honor\u00e9 d\u2019accueillir le 1er s\u00e9minaire du coll\u00e8ge doctoral SeReCo<\/a><\/div><time datetime=\"2022-06-08T21:57:10+02:00\" class=\"wp-block-rss__item-publish-date\">8 juin 2022<\/time> <div class=\"wp-block-rss__item-excerpt\">Ce 24 mai, se d\u00e9roulait le premier s\u00e9minaire du coll\u00e8ge doctoral SeReCo (semantics, reasoning and\u00a0coordination) organis\u00e9 par Victor Charpenay, Enseignant-chercheur \u00e0 l\u2019Institut Fayol de Mines Saint-Etienne, membre du laboratoire d\u2019informatique, de mod\u00e9lisation et d\u2019optimisation des syst\u00e8mes (LIMOS) et de l\u2019Institut \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2021\/11\/29\/workshop-irixys-ce-jeudi-2-decembre-a-linsa-lyon\/'>Workshop IRIXYS ce jeudi 2 d\u00e9cembre \u00e0 l\u2019INSA Lyon<\/a><\/div><time datetime=\"2021-11-29T15:41:51+01:00\" class=\"wp-block-rss__item-publish-date\">29 novembre 2021<\/time> <div class=\"wp-block-rss__item-excerpt\">Victor Charpenay, Enseignant-chercheur \u00e0 l\u2019Institut Fayol de Mines Saint-Etienne, membre du laboratoire d\u2019informatique, de mod\u00e9lisation et d\u2019optimisation des syst\u00e8mes (LIMOS) et de l\u2019Institut Mines-T\u00e9l\u00e9com, participe au workshop IRIXYS ce jeudi 2 d\u00e9cembre \u00e0 l\u2019INSA Lyon, en tant qu\u2019alumnus. IRIXYS est \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2021\/04\/14\/luniversite-franco-allemande-soutient-la-recherche-en-intelligence-artificielle-de-mines-saint-etienne\/'>L\u2019universit\u00e9 franco-allemande soutient la recherche en Intelligence Artificielle de Mines-Saint Etienne<\/a><\/div><time datetime=\"2021-04-14T11:13:48+02:00\" class=\"wp-block-rss__item-publish-date\">14 avril 2021<\/time> <div class=\"wp-block-rss__item-excerpt\">L\u2019universit\u00e9 franco-allemande (UFA) accorde un financement au coll\u00e8ge doctoral franco-allemand SeReCo (Semantics, Reasoning, and Coordination) pour la p\u00e9riode 2022-2025. Les partenaires impliqu\u00e9s sont : l\u2019Institut Henri Fayol de Mines Saint-Etienne et l\u2019universit\u00e9 Jean Monnet c\u00f4t\u00e9 fran\u00e7ais, l\u2019universit\u00e9 Friedrich-Alexander d\u2019Erlangen-Nuremberg et \u2026 Lire la Suite \u2192<\/div><\/li><\/ul>\n\n\n<p>&nbsp; <a id=\"TSE\"><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>Train Cyber Expert (TSE) &#8211; AMI Comp\u00e9tences et M\u00e9tiers d\u2019Avenir<\/strong><\/h5>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignright \" src=\"https:\/\/anr.fr\/fileadmin\/images\/logos\/label-IA-2018-180x180.jpg\" width=\"137\" height=\"137\">Le projet <strong>TCE (Train Cyber Expert)<\/strong> port\u00e9 par l\u2019Institut Mines-T\u00e9l\u00e9com (IMT), laur\u00e9at de l\u2019AMI Comp\u00e9tences et M\u00e9tiers d\u2019Avenir sur la priorit\u00e9 Cybers\u00e9curit\u00e9 du Plan d\u2019investissement France 2030, a \u00e9t\u00e9 lanc\u00e9 officiellement le 16 juin dernier \u00e0 l\u2019Institut Mines-T\u00e9l\u00e9com \u00e0 Palaiseau. Le projet TCE est coordonn\u00e9 par le professeur Herv\u00e9 Debar, Directeur de la Recherche et des Formations doctorales \u00e0 T\u00e9l\u00e9com SudParis. Il vise, sur quatre ans, \u00e0 d\u00e9velopper un dispositif national de formation initiale et formation professionnelle continue au travers de la construction de ressources p\u00e9dagogiques (contenus num\u00e9riques et plates-formes technologiques m\u00e9tiers) organis\u00e9es par blocs de comp\u00e9tences, dans une optique de modularit\u00e9, de r\u00e9utilisabilit\u00e9 et de p\u00e9dagogie centr\u00e9e sur les comp\u00e9tences conduisant \u00e0 des certifications dans les champs de la Cybers\u00e9curit\u00e9.<\/p>\n<p><strong>Dates&nbsp;:<\/strong>&nbsp;2023-2027<\/p>\n<p><strong>Site Web :&nbsp;<\/strong><a href=\"https:\/\/anr.fr\/ProjetIA-23-CMAS-0014\" target=\"_blank\" rel=\"noopener\">https:\/\/anr.fr\/ProjetIA-23-CMAS-0014<\/a> &nbsp;<\/p>\n<p><strong>Partenaires&nbsp;: &nbsp;<\/strong><\/p>\n<p>Institut Mines T\u00e9l\u00e9com, Eurecom, CEA Paris, CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, Universit\u00e9 de Versailles Saint Quentin en Yvelines, Agence Nationale des Fr\u00e9quences, Micro-Packs, GIMELEC, Stormshield, WALLIX<\/p>\n<p><strong>Contacts Fayol :&nbsp;<\/strong><\/p>\n<p>Responsable&nbsp;: <a href=\"&#x6d;&#x61;&#x69;&#x6c;&#x74;&#x6f;&#x3a;&#x6a;&#97;&#105;&#108;&#108;&#111;&#110;&#64;emse&#x2e;&#x66;&#x72;\">Philippe Jaillon<\/a><br>Participants&nbsp;: Jean-Christophe Touvet<\/p>\n<p><strong>Mots clef ou th\u00e9matiques<\/strong>&nbsp;:<\/p>\n<p>Cybers\u00e9curit\u00e9, formation en alternance, formation \u00e0 distance, b\u00e2timent intelligent, v\u00e9hicule, s\u00e9curit\u00e9 mat\u00e9rielle, s\u00e9curit\u00e9 de l\u2019Internet des Objets<\/p>\n<p><strong>Objectif de D\u00e9veloppement Durable<\/strong>&nbsp;:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-69611 size-thumbnail\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2022\/07\/ODD4-150x150.jpg\" alt=\"\" width=\"150\" height=\"150\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-20451 size-thumbnail\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/11\/odd8-150x150.jpg\" alt=\"\" width=\"150\" height=\"150\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-26232 size-thumbnail\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2021\/06\/ODD9-150x150.jpg\" alt=\"\" width=\"150\" height=\"150\"><\/p>\n\n\n\n<p>&nbsp; <a id=\"MACMIA\"><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>MACMIA &#8211; AMI Comp\u00e9tences et M\u00e9tiers d\u2019Avenir<\/strong><\/h5>\n\n\n\n<p><strong>MACMIA<\/strong> a pour ambition de diversifier et massifier l\u2019offre de formation en IA et Science des donn\u00e9es dans les \u00e9coles d\u2019ing\u00e9nieurs et de management de l\u2019IMT, l\u2019ESIGELEC, l\u2019Universit\u00e9 de Technologie de Troyes (UTT), ainsi que plusieurs campus des m\u00e9tiers et des qualifications d\u2019excellence (CMQE).<\/p>\n<p>Le projet vise \u00e0 organiser une fili\u00e8re de formation de techniciens, d\u2019ing\u00e9nieurs et managers double comp\u00e9tence dans le domaine \u00ab IA &amp; Industrie du futur, avec une offre de formations allant de Bac+3 \u00e0 Bac+8.<\/p>\n<p>Il souhaite aussi placer l\u2019humain au c\u0153ur de la transformation num\u00e9rique et de l\u2019automatisation de nos activit\u00e9s au travers notamment d\u2019une approche transdisciplinaire pour la formation d\u2019ing\u00e9nieurs cogniticiens.<\/p>\n<p>Ce projet couvre huit r\u00e9gions en France, s\u2019appuyant sur des r\u00e9seaux acad\u00e9miques et \u00e9conomiques pour un impact territorial significatif. Il sera d\u00e9ploy\u00e9 en coop\u00e9ration avec des acteurs acad\u00e9miques et partenaires \u00e9conomiques<\/p>\n<p>Le projet ambitionne de contribuer \u00e0 la souverainet\u00e9 de la fili\u00e8re fran\u00e7aise Data et IA d\u00e8s le stade de la formation.<\/p>\n<p><strong>Partenaires : <\/strong><br>Institut Mines-T\u00e9l\u00e9com, chef-de-file \u00e9coles impliqu\u00e9es : IMT Mines Al\u00e8s, IMT Atlantique, IMT Nord Europe, Mines Saint-\u00c9tienne, Institut Mines-T\u00e9l\u00e9com Business School, ESIGELEC, Universit\u00e9 de Technologie de Troyes (UTT), Campus des M\u00e9tiers et Qualification d\u2019Excellence Industrie du Futur, Campus des M\u00e9tiers et Qualification Design et Industrie du Futur, Campus des M\u00e9tiers et Qualification d\u2019Excellence A\u00e9ronautique \u2013 Pays-de-la-Loire, p\u00f4le de comp\u00e9titivit\u00e9 Cap Digital, p\u00f4le de comp\u00e9titivit\u00e9 CIMES, Cit\u00e9 de l\u2019IA \/ MEDEF Lille M\u00e9tropole, Festo, Valeo, Assystem, Cisco Systems, Capgemini engineering, Carrefour, ESII, Cilcare, OPCO Atlas.<\/p>\n<p><strong>Contact Fayol :<\/strong>&nbsp;<br>Responsable : <a href=\"m&#97;&#105;&#x6c;&#x74;o&#58;&#122;&#x69;&#x6d;&#x6d;e&#114;&#109;&#x61;&#x6e;n&#64;&#101;&#x6d;&#x73;&#x65;&#46;&#102;&#114;\">Antoine Zimmermann<\/a><\/p>\n\n\n\n<p>&nbsp; <a id=\"ACCELER\"><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>ACCELER-AI<\/strong> <strong>&#8211; Projet ANR<\/strong><\/h5>\n\n\n\n<p><span class=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"alignright \" src=\"https:\/\/fayol.wp.imt.fr\/files\/2022\/09\/anr-logo-2021.png\" width=\"224\" height=\"69\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft\" src=\"https:\/\/fayol.wp.imt.fr\/files\/2021\/08\/artificial-intelligence-3382507_640.jpg\" width=\"300\" height=\"200\">L\u2019objectif d\u2019<strong>ACCELER-AI&nbsp;<\/strong>est de permettre la co-construction adaptative de l\u2019e\u0301thique dans et pour un syste\u0300me intelligent pe\u0301renne re\u0301pondant aux exigences pr\u00e9sent\u00e9es ci-apr\u00e8s.<\/span><\/p>\n<p class=\"\"><span class=\"\">Les porteurs du projet partent du constat&nbsp;que les applications de l\u2019IA peuvent avoir un impact be\u0301ne\u0301fique\/ne\u0301faste sur les humains et qu\u2019un de\u0301bat existe sur la manie\u0300re d\u2019y inte\u0301grer des capacite\u0301s e\u0301thiques. Cela incite les chercheurs a\u0300 de\u0301velopper des syste\u0300mes compatibles avec des valeurs e\u0301thiques, en passant de \u00ab l\u2019e\u0301thique de conception \u00bb a\u0300 \u00ab l\u2019e\u0301thique par conception \u00bb offrant la capacite\u0301 de produire un comportement e\u0301thique gra\u0302ce a\u0300 l\u2019inte\u0301gration du raisonnement et de l\u2019apprentissage de l\u2019e\u0301thique.<\/span><\/p>\n<p class=\"\"><span class=\"\">Pour ce faire, des exigences non fonctionnelles sont a\u0300 satisfaire :&nbsp;<strong>Interope\u0301rabilite\u0301<\/strong>&nbsp;: faire face a\u0300 l\u2019he\u0301te\u0301roge\u0301ne\u0301ite\u0301 inhe\u0301rente aux syste\u0300mes ;&nbsp;<strong>Pe\u0301rennite\u0301<\/strong>&nbsp;: faire face a\u0300 l\u2019e\u0301volution durable des syste\u0300mes intelligents et de leur environnement ;&nbsp;<strong>Fiabilite\u0301<\/strong>&nbsp;: acceptablilite\u0301 par la socie\u0301te\u0301.<\/span><\/p>\n<p class=\"\"><span class=\"\">Ce projet soule\u0300ve 3 de\u0301fis :&nbsp;<strong>IA centre\u0301e sur l\u2019humain<\/strong>: comment le syste\u0300me atteint son objectif tout en suivant les principes e\u0301thiques et les valeurs humaines ;&nbsp;<strong>IA su\u0302re<\/strong>: comment s\u2019assurer que le syste\u0300me fonctionne dans des limites spe\u0301cifie\u0301es tout en e\u0301tant autonome pour apprendre l\u2019e\u0301thique et s\u2019adapter en re\u0301ponse a\u0300 l\u2019e\u0301volution du contexte\/des objectifs;&nbsp;<strong>IA adaptative<\/strong>: adaptation a\u0300 la fois sur le plan technique (ouverture) et sur le plan socie\u0301tal (apprentissage tout au long de la vie, e\u0301volution des attentes des valeurs\/normes morales accepte\u0301es).<\/span><\/p>\n<p class=\"\"><span class=\"\"><strong>ACCELER-AI<\/strong>&nbsp;propose une recherche multidisciplinaire et adopte une perspective centre\u0301e sur l\u2019humain pour investiguer la co-construction de \u00ab mode\u0300les e\u0301thiques \u00bb en couplant dynamiquement 3 processus adaptatifs: 1) injection de \u00ab donne\u0301es e\u0301thiques humaines \u00bb via une interaction \u00ab Humain-Agent \u00bb non invasive continue ; 2) apprentissage mutuel humain-machine tout au long de la vie d\u2019un comportement e\u0301thique adaptatif ; 3) processus de re\u0301gulation normative pour de\u0301limiter l\u2019apprentissage de l\u2019e\u0301thique.&nbsp;<\/span><\/p>\n<div class=\"\">&nbsp;<\/div>\n<div class=\"\"><strong>Les partenaires d\u2019<span class=\"\">ACCELER-AI sont :<\/span><\/strong><\/div>\n<div class=\"\">Universite\u0301 Claude Bernard Lyon 1, Le Laboratoire d\u2019Informatique en Image et Syst\u00e8mes d\u2019Information (LIRIS) UMR 5205,&nbsp;<strong>coordinateur du projet<\/strong>,&nbsp;<span class=\"\">Mines Saint-\u00c9tienne \/&nbsp;<\/span><span class=\"\">Laboratoire d\u2019Informatique, de Mode\u0301lisation et d\u2019Optimisation des Syste\u0300mes (LIMOS) et l\u2019Institut Catholique de Lyon.<\/span><\/div>\n<div>&nbsp;<\/div>\n<div><strong>Publications :<\/strong> <a href=\"https:\/\/anr.hal.science\/search\/index\/?q=*&amp;anrProjectReference_s=ANR-22-CE23-0028\" target=\"_blank\" rel=\"noopener\">https:\/\/anr.hal.science\/search\/index\/?q=*&amp;anrProjectReference_s=ANR-22-CE23-0028<\/a><\/div>\n\n\n\n<p>&nbsp; <a id=\"ACCORD\"><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>ACCORD<\/strong>&nbsp;&#8211; <strong>Projet Horizon Europe<\/strong><\/h5>\n\n\n\n<div><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-medium\" src=\"https:\/\/www.horizon-europe.gouv.fr\/sites\/default\/files\/2021-05\/Logo_Horizon_Europe_1_2.png\" width=\"257\" height=\"200\">Le projet <strong>ACCORD<\/strong> est un projet europ\u00e9en de trois ans financ\u00e9 par l&rsquo;appel HORIZON-CL4-2021-TWIN-TRANSITION-01-10 : Permis num\u00e9riques et contr\u00f4les de conformit\u00e9 pour les b\u00e2timents et les infrastructures (IA). Il implique 21 partenaires de 11 pays. Il est coordonn\u00e9 par VTT, Finlande.<\/div>\n<div>&nbsp;<\/div>\n<div>L&rsquo;objectif <strong>d&rsquo;ACCORD<\/strong> est de num\u00e9riser les processus de permis et de contr\u00f4le de conformit\u00e9 \u00e0 l&rsquo;aide de la BIM et d&rsquo;autres sources de donn\u00e9es afin d&rsquo;am\u00e9liorer la productivit\u00e9 et la qualit\u00e9 des processus de conception et de construction, de soutenir la conception de b\u00e2timents climatiquement neutres et de faire progresser un environnement b\u00e2ti durable, conform\u00e9ment au Green Deal de l&rsquo;UE et \u00e0 la nouvelle initiative europ\u00e9enne Bauhaus. Ces processus num\u00e9ris\u00e9s doivent \u00eatre centr\u00e9s sur l&rsquo;homme, transparents et rentables pour les demandeurs de permis et les autorit\u00e9s. Un autre objectif est de d\u00e9velopper et d&rsquo;int\u00e9grer des solutions techniques pour automatiser le contr\u00f4le de conformit\u00e9 des b\u00e2timents dans leurs phases de conception, de construction et de r\u00e9novation\/d\u00e9molition. Tout ceci sera bas\u00e9 sur des normes d&rsquo;\u00e9change de donn\u00e9es ouvertes et neutres. ACCORD d\u00e9veloppera un cadre s\u00e9mantique pour les processus, les r\u00e9glementations, les donn\u00e9es et les outils de permis de construire num\u00e9riques europ\u00e9ens. Ce cadre permettra de formaliser les r\u00e8gles et d&rsquo;int\u00e9grer les outils de conformit\u00e9 existants sous forme de microservices. Des solutions et des outils seront d\u00e9velopp\u00e9s, offrant coh\u00e9rence, interop\u00e9rabilit\u00e9 et fiabilit\u00e9 avec les cadres, processus et normes r\u00e9glementaires nationaux. Les solutions sont mises en \u0153uvre et d\u00e9montr\u00e9es dans des projets de construction dans divers contextes r\u00e9glementaires de l&rsquo;UE : Royaume-Uni, Finlande, Estonie, Allemagne et Espagne. ACCORD soutient les OSC du programme de travail, les r\u00e9sultats attendus et les impacts en 1) d\u00e9veloppant des API ouvertes permettant aux autorit\u00e9s locales de choisir leurs services num\u00e9riques sans verrouillage, 2) automatisant la v\u00e9rification des r\u00e9glementations environnementales (\u00e9missions de CO2, ACV et \u00e9conomie circulaire) en d\u00e9veloppant des r\u00e8gles lisibles par machine, pilotant ainsi la transition num\u00e9rique et verte, et en impliquant les parties prenantes concern\u00e9es par la cocr\u00e9ation, et 3) en cr\u00e9ant des lignes directrices en mati\u00e8re d&rsquo;information pour les mod\u00e8les de donn\u00e9es structur\u00e9es afin d&rsquo;augmenter la valeur des b\u00e2timents et de r\u00e9duire leurs co\u00fbts d&rsquo;exploitation et 4) en fournissant le cadre ouvert ACCORD bas\u00e9 sur des microservices permettant aux entreprises de se connecter et de d\u00e9velopper des solutions aboutissant \u00e0 un \u00e9cosyst\u00e8me de permis \u00e9volutif, durable et flexible.<\/div>\n<div>&nbsp;<\/div>\n<div><strong>Site web :<\/strong> <a href=\"https:\/\/accordproject.eu\/\" target=\"_blank\" rel=\"noopener\">https:\/\/accordproject.eu\/<\/a><\/div>\n<div>&nbsp;<\/div>\n<div><strong>Partenaires<\/strong> : <a href=\"https:\/\/accordproject.eu\/partners\/\" target=\"_blank\" rel=\"noopener\">https:\/\/accordproject.eu\/partners\/<\/a><\/div>\n<div>&nbsp;<\/div>\n<div><strong>Contacts : <\/strong><a href=\"&#x6d;&#97;i&#x6c;&#x74;&#111;:&#x6d;&#x61;&#120;i&#x6d;&#101;&#46;&#x6c;&#x65;&#102;r&#x61;&#x6e;&#99;o&#x69;&#115;&#64;&#x65;&#x6d;&#115;e&#x2e;&#x66;&#114;\">Maxime Lefran\u00e7ois<\/a><\/div>\n\n\n\n<div style=\"height:17px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-heading\"><strong>Actualit\u00e9 :<\/strong><\/p>\n\n\n<ul class=\"is-grid columns-2 has-dates has-excerpts wp-block-rss\"><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2024\/04\/29\/linstitut-henri-fayol-bien-represente-a-la-troisieme-assemblee-generale-du-projet-europeen-accord\/'>L\u2019Institut Henri Fayol bien repr\u00e9sent\u00e9 \u00e0 la troisi\u00e8me Assembl\u00e9e G\u00e9n\u00e9rale du projet europ\u00e9en ACCORD<\/a><\/div><time datetime=\"2024-04-29T15:17:55+02:00\" class=\"wp-block-rss__item-publish-date\">29 avril 2024<\/time> <div class=\"wp-block-rss__item-excerpt\">Le 16 et 17 avril derniers, Maxime Lefran\u00e7ois et Mihaela Juganaru, enseignants-chercheurs \u00e0 l\u2019Institut Henri Fayol, ont repr\u00e9sent\u00e9 Mines Saint-Etienne lors de la troisi\u00e8me Assembl\u00e9e G\u00e9n\u00e9rale annuelle du projet europ\u00e9en ACCORD, qui s\u2019est tenue \u00e0 Barcelone. Ce projet vise \u00e0 \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2023\/09\/11\/le-projet-europeen-accord-tient-sa-reunion-de-rentree\/'>Le projet europ\u00e9en ACCORD tient sa r\u00e9union de rentr\u00e9e<\/a><\/div><time datetime=\"2023-09-11T14:27:34+02:00\" class=\"wp-block-rss__item-publish-date\">11 septembre 2023<\/time> <div class=\"wp-block-rss__item-excerpt\">La semaine derni\u00e8re se tenait la r\u00e9union des partenaires du projet ACCORD \u00e0 Berlin. Maxime Lefran\u00e7ois et Antoine Zimmermann, chercheurs au d\u00e9partement Informatique et syst\u00e8mes intelligents de l\u2019institut Henri Fayol, \u00e9taient pr\u00e9sents \u00e0 Berlin pour participer aux \u00e9changes et partages \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2023\/03\/31\/le-projet-europeen-accord-a-ouvert-sa-chaine-youtube\/'>Le projet europ\u00e9en ACCORD a ouvert sa chaine Youtube<\/a><\/div><time datetime=\"2023-03-31T10:12:16+02:00\" class=\"wp-block-rss__item-publish-date\">31 mars 2023<\/time> <div class=\"wp-block-rss__item-excerpt\">Dans un premier temps, cette cha\u00eene pr\u00e9sente les fondements de ce projet europ\u00e9en HORIZON-CL4-2021-TWIN-TRANSITION-01-10 financ\u00e9 sur trois ans qui a d\u00e9but\u00e9 en\u00a0septembre 2022. Il implique 21 partenaires de 11 pays et permet notamment de financer un poste de post-doc de \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/fayol.wp.imt.fr\/2022\/09\/21\/linstitut-henri-fayol-fier-de-participer-au-lancement-du-projet-europeen-accord\/'>L\u2019Institut Henri Fayol fier de participer au lancement du projet europ\u00e9en ACCORD<\/a><\/div><time datetime=\"2022-09-21T08:30:27+02:00\" class=\"wp-block-rss__item-publish-date\">21 septembre 2022<\/time> <div class=\"wp-block-rss__item-excerpt\">La semaine derni\u00e8re,\u00a0Rita Lavikka, chercheure au Technical Research Centre of Finland Ltd en Finlande (VTT) et coordinatrice du projet ACCORD, accueillait les 21 partenaires du projet europ\u00e9en venus de 11 pays. A cette occasion, Antoine Zimmermann et Mihaela Juganaru-Mathieu, chercheurs \u2026 Lire la Suite \u2192<\/div><\/li><\/ul>\n\n\n<p>&nbsp; <a id=\"NAIMAN\"><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h5 class=\"wp-block-heading\"><strong>NAIMAN <strong>\u2013 Projet ANR<\/strong><\/strong>&nbsp;<\/h5>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2457 alignleft\" src=\"https:\/\/fayol.wp.imt.fr\/files\/2022\/09\/technology-g6488af4d1_640.jpg\" alt=\"\" width=\"338\" height=\"204\" \/>NAIMAN (Normative Artificial Intelligence for regulating MANufacturing) est un projet <img loading=\"lazy\" decoding=\"async\" class=\"alignright \" src=\"https:\/\/fayol.wp.imt.fr\/files\/2022\/09\/anr-logo-2021.png\" width=\"224\" height=\"69\" \/>ANR.\u00a0<\/p>\n<div>\n<p>La transformation num\u00e9rique des industries manufacturi\u00e8res offre un environnement propice \u00e0 l&rsquo;adoption de technologies plus autonomes et (auto-)adaptatives, capables de r\u00e9pondre rapidement et avec souplesse aux changements endog\u00e8nes et exog\u00e8nes, tout en \u00e9tant transparentes et en respectant des r\u00e9glementations durables. Ce cadre industriel manufacturier moderne est organis\u00e9 en trois couches : (i) couche physique : acc\u00e8s au syst\u00e8me physique, (ii) couche de connaissances : informations permettant de g\u00e9rer et de contr\u00f4ler les processus industriels, et (iii) couche d&rsquo;application : environnement permettant d&rsquo;automatiser ces processus industriels. NAIMAN se concentre sur les deux derni\u00e8res couches, en supposant que les syst\u00e8mes physiques h\u00e9t\u00e9rog\u00e8nes de la couche physique sont accessibles via une interface uniforme. Dans cet \u00e9cosyst\u00e8me complexe, l&rsquo;automatisation des processus industriels est abord\u00e9e par l&rsquo;utilisation d&rsquo;agents autonomes et intelligents qui interagissent entre eux sur la couche application. Dans la couche de connaissances, nous ciblons les connaissances du domaine repr\u00e9sentant les aspects normatifs (c&rsquo;est-\u00e0-dire les normes et les sanctions) qui r\u00e9gissent ces environnements et processus industriels. Les normes repr\u00e9sentent le comportement attendu des agents. Nous pensons qu&rsquo;elles constituent un concept riche et flexible pour la r\u00e9gulation des syst\u00e8mes manufacturiers. Les sanctions, en tant que r\u00e9actions \u00e0 toute violation ou conformit\u00e9 \u00e0 ces comportements attendus, sont utilis\u00e9es pour \u00e9quilibrer l&rsquo;autonomie des agents et le contr\u00f4le du syst\u00e8me de fabrication global. La couche de connaissances permet aux agents de raisonner sur les capacit\u00e9s de production ainsi que sur les r\u00e9glementations pour d\u00e9cider comment et o\u00f9 effectuer leurs t\u00e2ches de production. La repr\u00e9sentation normative explicite et le raisonnement correspondant permettent aux agents \u00e0 la fois d&rsquo;adapter l&rsquo;ex\u00e9cution des processus industriels \u00e0 des situations et conditions inattendues, et d&rsquo;exprimer de mani\u00e8re transparente et intelligible leurs d\u00e9cisions \u00e0 un op\u00e9rateur humain. L&rsquo;objectif principal du projet est donc de d\u00e9velopper des technologies d\u00e9montr\u00e9es sur des plates-formes industrielles qui permettent aux agents de fonctionner dans des environnements industriels h\u00e9t\u00e9rog\u00e8nes et dynamiques et de raisonner sur des aspects normatifs afin d&rsquo;am\u00e9liorer la flexibilit\u00e9, la r\u00e9silience, la fiabilit\u00e9 et la durabilit\u00e9 des syst\u00e8mes manufacturiers.<\/p>\n<p><br \/>The digital transformation of manufacturing industries provides a nurturing environment for the adoption of more autonomous and (self-)adaptive technologies that can quickly and flexibly respond to endogenous and exogenous changes, while being transparent and complying with sustainable regulations. This modern manufacturing industrial setting is organised in three layers: (i) physical layer: access to the physical system, (ii) knowledge layer: information to manage and control the industrial processes, and (iii) application layer: an environment for automating these industrial processes. NAIMAN focuses on the last two layers, assuming that the heterogeneous physical systems on the physical layer are accessible via a uniform interface. In this complex ecosystem, industrial processes automation is tackled with the use of autonomous and intelligent agents that interact with each other on the application layer. In the knowledge layer, we target the domain knowledge representing the normative aspects (i.e., norms and sanctions) regulating these industrial settings and processes. Norms represent the expected agents&rsquo; behaviour. We advocate that they are a rich and flexible concept for regulating manufacturing systems. Sanctions as reactions to any violation of or compliance with these expected behaviours are used to balance the agents&rsquo; autonomy and the overall manufacturing system&rsquo;s control. The knowledge layer allows agents to reason about the production capabilities and capacities together with regulations to decide how and where to carry out their production tasks. The explicit normative representation and reasoning enable agents to both adapt the execution of industrial processes to unexpected situations and conditions, and to transparently and intelligibly express their decisions to an human operator. Hence, the main goal is to develop technologies demonstrated on industrial platforms that enable agents to operate in heterogeneous and dynamic industrial settings and reason about normative aspects to enhance flexibility, resilience, trustworthiness, and sustainability of manufacturing systems.<\/p>\n<div>Dates :\n<p><strong>Dates\u00a0:<\/strong> 2023 &#8211; 2027<\/p>\n<\/div>\n<div><strong>Site web :<\/strong> <a href=\"https:\/\/naiman.wp.imt.fr\/\" target=\"_blank\" rel=\"noopener\">https:\/\/naiman.wp.imt.fr\/<\/a><\/div>\n<div>\u00a0<\/div>\n<div><strong>Partenaires<\/strong> : <a href=\"https:\/\/naiman.wp.imt.fr\/partners\/\" target=\"_blank\" rel=\"noopener\">https:\/\/naiman.wp.imt.fr\/partners\/<\/a><\/div>\n<div>\u00a0<\/div>\n<\/div>\n<div><strong>Contacts : <\/strong><span style=\"font-size: revert;color: initial\"><a href=\"&#109;&#x61;i&#x6c;&#x74;&#111;&#x3a;l&#117;&#x69;&#115;&#x67;u&#115;&#x74;a&#x76;o&#46;&#x6e;a&#x72;&#x64;&#105;&#x6e;&#64;&#101;&#x6d;&#115;&#x65;&#46;&#102;&#x72;\">Luis Gustavo Nardin<\/a><\/span><\/div>\n<div>\u00a0<\/div>\n<div>\n<p><strong>Mots clef ou th\u00e9matiques<\/strong> : Syst\u00e8mes Multi-Agents Normatifs\u00a0; Fabrication Intelligente\u00a0; Transformation Num\u00e9rique\u00a0; Industrie du Futur<\/p>\n<p><strong>Objectif de D\u00e9veloppement Durable<\/strong>\u00a0:<\/p>\n<p><a href=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2021\/06\/ODD9-scaled.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-thumbnail wp-image-26232\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2021\/06\/ODD9-150x150.jpg\" alt=\"\" width=\"150\" height=\"150\" \/><\/a><\/p>\n<\/div>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>Actualit\u00e9 :<\/strong><\/p>\n\n\n<ul class=\"is-grid columns-2 has-dates has-excerpts wp-block-rss\"><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/naiman.wp.imt.fr\/2026\/01\/22\/offre-de-stage-m1-m2-internship-master-an-evaluation-framework-for-process-modeling-languages-an-extension-incorporating-the-flexibility-resilience-and-trustworthiness-of-industrial-proce\/'>Offre de stage M1\/M2 \u2013 Internship Master An Evaluation Framework for Process Modeling Languages: An Extension Incorporating the Flexibility, Resilience, and Trustworthiness of Industrial Processes<\/a><\/div><time datetime=\"2026-01-22T12:07:25+01:00\" class=\"wp-block-rss__item-publish-date\">22 janvier 2026<\/time> <div class=\"wp-block-rss__item-excerpt\">Are you looking for a Master\u2019s level internship? Would you like to do it in a laboratory at a leading engineering school? Do you dream of participating in real research programs? The Henri Fayol Institute, Mines Saint-\u00c9tienne, offers you the \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/naiman.wp.imt.fr\/2025\/10\/08\/elena-yan-recompensee-a-la-35%E1%B5%89-edition-de-la-brazilian-conference-on-intelligent-systems-bracis\/'>Elena Yan r\u00e9compens\u00e9e \u00e0 la 35\u1d49 \u00e9dition de la Brazilian Conference on Intelligent Systems (BRACIS)<\/a><\/div><time datetime=\"2025-10-08T08:31:15+02:00\" class=\"wp-block-rss__item-publish-date\">8 octobre 2025<\/time> <div class=\"wp-block-rss__item-excerpt\">Elena Yan, doctorante \u00e0 l\u2019Institut Fayol, membre du Laboratoire d\u2019Informatique, de Mod\u00e9lisation et d\u2019Optimisation des Syst\u00e8mes (LIMOS)\u00a0a particip\u00e9 du\u00a029 septembre au 2 octobre 2025\u00a0\u00e0 la conf\u00e9rence\u00a0\u00ab\u00a0Brazilian Symposium on Databases\u00a0\u00bb et \u00e0 la \u00ab\u00a0Brazilian Conference on Intelligent Systems\u00a0\u00bb, qui se sont \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/naiman.wp.imt.fr\/2025\/08\/21\/retour-sur-lecole-dete-2025-ai-technologies-for-industry-4-0\/'>Retour sur l\u2019\u00e9cole d\u2019\u00e9t\u00e9 \u00ab 2025 AI Technologies for Industry 4.0 \u00bb<\/a><\/div><time datetime=\"2025-08-21T09:52:41+02:00\" class=\"wp-block-rss__item-publish-date\">21 ao\u00fbt 2025<\/time> <div class=\"wp-block-rss__item-excerpt\">Du 21 au 25 juillet 2025, Mines Saint-\u00c9tienne a accueilli la 5\u1d49 \u00e9dition de l\u2019\u00e9cole d\u2019\u00e9t\u00e9 \u00ab AI Technologies for Industry 4.0 \u00bb. Coorganis\u00e9e par l\u2019Institut Henri Fayol en partenariat avec l\u2019\u00c9cole Polytechnique de l\u2019Universit\u00e9 de S\u00e3o Paulo (USP) et \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/naiman.wp.imt.fr\/2024\/09\/10\/retour-sur-lecole-dete-2024-ai-technologies-for-industry-4-0\/'>Retour sur l\u2019\u00e9cole d\u2019\u00e9t\u00e9 \u00ab 2024 AI Technologies for Industry 4.0 \u00bb<\/a><\/div><time datetime=\"2024-09-10T08:24:18+02:00\" class=\"wp-block-rss__item-publish-date\">10 septembre 2024<\/time> <div class=\"wp-block-rss__item-excerpt\">L\u2019\u00c9cole des Mines de Saint-\u00c9tienne a organis\u00e9 la 4\u00e8me \u00e9dition de l\u2019\u00e9cole d\u2019\u00e9t\u00e9 \u00ab\u00a0AI Technologies for Industry 4.0\u00a0\u00bb, du 22 au 26 juillet 2024. Promu par l\u2019Institut Henri Fayol en partenariat avec des universit\u00e9s \u00e9trang\u00e8res, l\u2019\u00e9v\u00e9nement a \u00e9t\u00e9 organis\u00e9 dans \u2026 Lire la Suite \u2192<\/div><\/li><li class='wp-block-rss__item'><div class='wp-block-rss__item-title'><a href='https:\/\/naiman.wp.imt.fr\/2023\/09\/14\/retour-sur-lecole-dete-ai-technologies-for-industry-4-0\/'>Retour sur l\u2019\u00e9cole d\u2019\u00e9t\u00e9 \u00ab\u00a0AI Technologies for Industry 4.0\u00a0\u00bb<\/a><\/div><time datetime=\"2023-09-14T16:42:27+02:00\" class=\"wp-block-rss__item-publish-date\">14 septembre 2023<\/time> <div class=\"wp-block-rss__item-excerpt\">L\u2019\u00c9cole des Mines de Saint-\u00c9tienne a organis\u00e9 la 3\u00e8me \u00e9dition de l\u2019\u00e9cole d\u2019\u00e9t\u00e9\u00a0AI Technologies for Industry 4.0\u00a0du 24 au\u00a028 juillet 2023. Promu par l\u2019Institut Henri Fayol en partenariat avec des universit\u00e9s \u00e9trang\u00e8res, l\u2019\u00e9v\u00e9nement a \u00e9t\u00e9 organis\u00e9 dans le but d\u2019enseigner \u2026 Lire la Suite \u2192<\/div><\/li><\/ul>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"anr-hyperagents\"><\/h5>\n<\/div><\/div>\n\n\n\n<div style=\"height:17px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/equipe\/\">Equipe<\/a><\/li>\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/publications\/\">Publications<\/a><\/li>\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/partenaires\/\">Partenaires<\/a><\/li>\n\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<h3 class=\"wp-block-heading\" id=\"projets-passes\"> Projets pass\u00e9s  <\/h3>\n\n\n\n<div class=\"fixed-top-menu-spacer\">\n                   <ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-631 current_page_item\"><a href=\"#\"><\/a><\/li>\n<li class=\"page_item page-item-631 \"><a href=\"..\/2\/\">Plateformes<\/a><\/li>\n<li class=\"page_item page-item-643 \"><a href=\"..\/3\/\">Projets actuels<\/a><\/li>\n<li class=\"page_item page-item-637 current_page_item\"><a href=\"#\">Anciens projets<\/a><\/li>\n\n                    <\/ul>\n                <\/div>\n\n\n\n<a id=\"passes\"><\/a>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h5 class=\"wp-block-heading\">ANR HyperAgents<\/h5>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/logo-hyperagent.png\" alt=\"\" class=\"wp-image-12807\" \/><\/figure>\n\n\n\n<p>The ANR HyperAgents project aims to enable the deployment of world-wide hybrid communities of people and autonomous agents on the Web. HyperAgents is led by Olivier Boissier, MINES Saint-\u00c9tienne. Partners are MINES Saint-\u00c9tienne, INRIA, <br>Univ. of St. Gallen (HSG, Switzerland)<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Academic GIFts: What are HyperAgents? And how can they reshape the world?\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/9v4zK-EyO_I?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p> <a href=\"..\/5\/\">Read more <\/a> <\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"etsi-stf-578\"> ETSI STF 578 <\/h5>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/etsi-2.png\" alt=\"\" class=\"wp-image-12814\" style=\"width:535px;height:175px\" \/><\/figure>\n<\/div>\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p>ETSI SmartM2M tackles IoT, interoperability, and Semantic  Interoperability challenges, contributing to the digital transformation  of industry sectors in Europe. The Smart Applications REFerence  standard&#8230; <br><\/p>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Consolidation of the ETSI Smart Applications REFerence European standard ontology (SAREF)\" width=\"640\" height=\"480\" src=\"https:\/\/www.youtube.com\/embed\/1aWutfT783E?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p> <a href=\"..\/6\/\">Read more <\/a> <\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p><\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"anr-coswot\">  ANR CoSWoT <\/h5>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/CoSWoT.jpg\" alt=\"\" class=\"wp-image-12817\" \/><\/figure>\n<\/div>\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p>CoSWoT objectives are to propose a distributed WoT-enabled software  architecture embedded on constrained devices with two main  characteristics: (1) it will use ontologies to specify declaratively the  application logic of devices and the semantics of the exchanged  messages; (2) it will add reasoning functionalities to devices, so as to  distribute processing tasks among them. <br>CoSWoT is led by Fr\u00e9d\u00e9rique Laforest, INSA Lyon. Partners are INSA Lyon, MINES Saint-\u00c9tienne, INRAE, Mondeca <\/p><br><a href=\"..\/7\/\">Read more <\/a><\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"c3po\"> C3PO <\/h5>\n\n\n\n<p>This project is financed by the French ANR CONTINT2013 program.<br>The  objective of this project is to help the Collaborative Creation of  Contents and Publishing using Opportunistic networks to support the&#8230;<br><a href=\"..\/8\/\">Read more <\/a><br> <\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"ethicaa\">ETHICAA <\/h5>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/ethicaa.jpg\" alt=\"\" class=\"wp-image-12871\" style=\"width:478px;height:220px\" \/><\/figure>\n<\/div>\n\n\n<p>Machines and agents have more and more autonomous functions and  consequently are less and less supervised by human operators or users.  Therefore especially when machines interact with humans, we need&#8230; <br><a href=\"..\/9\/\">Read more <\/a><br> <\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"mooctab-massive-online-open-course-on-tablets\">MOOCTAB: Massive Online Open Course on Tablets <\/h5>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/MOOCTAB.jpg\" alt=\"\" class=\"wp-image-12877\" \/><\/figure>\n<\/div>\n\n\n<p>Massive Online Open Course on Tablets<br>MOOCTAB aims at creating a  tablet based platform dedicated to the lifelong learning (primary,  secondary, higher, and continuous) using an on-demand MOOC platform  with&#8230; <br><a href=\"..\/10\/\">Read more <\/a><br> <\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"opensensingcity\"> OpenSensingCity <\/h5>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/OpenSensingCity.jpg\" alt=\"\" class=\"wp-image-12885\" style=\"width:400px;height:236px\" \/><\/figure>\n<\/div>\n\n\n<p>In the context of smart cities, the deployment of multiple sensors  provides access to numerous data streams in real time. The open  publication of sensor data brings innovation opportunities by  combining&#8230;  <br><br> <\/p>\n\n\n\n<figure class=\"wp-block-video\"><video controls poster=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2018\/11\/OpenSensingCity2018.jpg\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2018\/11\/OpenSensingCity2018-web.mp4\"><\/video><\/figure>\n\n\n\n<p> <a href=\"..\/11\/\">Read more <\/a> <\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\" \/>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"seas\">SEAS <\/h5>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/SEAS.jpg\" alt=\"\" class=\"wp-image-12890\" \/><\/figure>\n<\/div>\n\n\n<p>Environmental, economic and sustainability challenges of continuously  increasing energy consumption are present all over the world. Meeting  the challenges requires crossindustry cooperation and the means&#8230; <br><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-dailymotion wp-block-embed-dailymotion wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"SEAS : how to create an energy community ?\" frameborder=\"0\" width=\"640\" height=\"359\" src=\"https:\/\/geo.dailymotion.com\/player.html?video=x4k0pjo&#038;\" allowfullscreen allow=\"autoplay; fullscreen; picture-in-picture; web-share\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p> <a href=\"..\/12\/\">Read more <\/a> <\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-default\" \/>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"water-m-unified-intelligent-water-management\">Water-M: Unified Intelligent WATER Management <\/h5>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/water-M.jpg\" alt=\"\" class=\"wp-image-12900\" style=\"width:272px;height:134px\" \/><\/figure>\n<\/div>\n\n\n<p>Water-M is an ITEA3 European project with 21 partners from Finland,  France, Romania and Turkey. The goal of Water-M project is to develop an  architecture for intelligent management of water distribution&#8230;  <br><a href=\"..\/13\/\">Read more <\/a><br> <\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\" \/>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"wdaqua\"> WDAqua <\/h5>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/WDAqua_Logo2016-3-1024x229.png\" alt=\"\" class=\"wp-image-12903\" style=\"width:442px;height:98px\" \/><\/figure>\n<\/div>\n\n\n<p> WDAqua&nbsp;(Answering Questions using Web Data) is a&nbsp;Marie Sk\u0142odowska-Curie Innovative Training Network (ITN).<br>Smart infrastructures and citizens\u2019 participation in the digital society are increasingly data-driven&#8230;  <br><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/centres-et-departements\/departement-informatique-et-systemes-intelligents\/\">Read more <\/a><br> <\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\" \/>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"anr-integrative-design-for-complex-systems-id4cs\"> ANR  Integrative Design for Complex Systems (ID4CS) <\/h5>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/logo-id4cs-fond-noir430x135.png\" alt=\"\" class=\"wp-image-12912\" \/><\/figure>\n<\/div>\n\n\n<p>Having the ambition to propose a modeling and simulation environment for designing complex systems such as aircrafts.  <br><br> <\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"ANR Integrative Design for Complex Systems\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/72G7N3XPNDo?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p> <a href=\"..\/15\/\">Read more <\/a> <\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\" \/>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"usage-et-non-usage-des-objets-communicants-unuoc\">Usage et Non-Usage des Objets Communicants (UNUOC) <\/h5>\n\n\n\n<p>D\u00e9veloppement d\u2019une plate forme d\u2019ing\u00e9nierie produit et proc\u00e9d\u00e9 bas\u00e9e  sur les recherches les plus r\u00e9centes en s\u00e9mantique, m\u00e9ta-heuristiques et  visualisation&#8230;  <br><a href=\"..\/16\/\">Read more <\/a><br> <\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\" \/>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"anr-social-trust-analysis-and-formalization-fortrust\">ANR Social trust analysis and formalization (ForTrust) <\/h5>\n\n\n\n<p>It is generally agreed that trust is a key concept in nowadays  information technologies, which applies not only in contexts where  security is in focus. Beyond system reliability it ensures its usability  by both human and artificial agents. Numerous works in sociology,  psychology, philosophy and cognitive science on the one hand, and in  computer science on the other, show that trust is a complex notion with  multiple facets&#8230;    <br><a href=\"..\/17\/\">Read more <\/a><br> <\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\" \/>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"web-intelligence\"> Web intelligence  <\/h5>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/web-intell-RA-300x173-1.gif\" alt=\"\" class=\"wp-image-12921\" \/><\/figure>\n<\/div>\n\n\n<p>Dans une soci\u00e9t\u00e9 qui \u00e9volue vers le \u00ab tout num\u00e9rique \u00bb, l\u2019enjeu  principal de l\u2019Internet est de pouvoir \u00eatre utilis\u00e9 comme support \u00e0 la  communication et \u00e0 l\u2019\u00e9change d\u2019information, \u00e0 la cr\u00e9ation et \u00e0 la  composition personnalis\u00e9es de multiples services accessibles par tous  (entreprises, administrations, grand public) et de n\u2019importe o\u00f9 en  assurant confiance et confidentialit\u00e9&#8230; <br><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/projets\/19\/\">Read more <\/a><br> <\/p>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/equipe\/\">Equipe<\/a><\/li>\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/publications\/\">Publications<\/a><\/li>\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/partenaires\/\">Partenaires<\/a><\/li>\n\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading\" id=\"anr-hyperagents\">   ANR HyperAgents <\/h2>\n\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/logo-hyperagent.png\" alt=\"\" class=\"wp-image-12807\" \/><\/figure>\n\n\n\n<p class=\"content-abstract secondary\">The ANR HyperAgents project aims to enable the deployment of world-wide hybrid communities of people and autonomous agents on the Web. HyperAgents is led by Olivier Boissier, MINES Saint-\u00c9tienne. Partners are MINES Saint-\u00c9tienne, INRIA, <br>Univ. of St. Gallen (HSG, Switzerland)<\/p>\n<p>The ANR HyperAgents project aims to enable the deployment of world-wide hybrid communities of people and autonomous agents on the Web. For this purpose, HyperAgents defines a new class of multi-agent systems (MAS) that use hypermedia as a general mechanism for uniform interaction such that they are:<\/p>\n<p>(i) aligned with the Web architecture to inherit the properties of the Web as a world-wide, open, and long-lived system, and <br>(ii) transparent and accountable to support acceptance by people. We refer to this new envisioned class of Web-based MAS as Hypermedia MAS.<\/p>\n<p>The HyperAgents project proposes:<\/p>\n<p>(1) to define an architectural style for Hypermedia MAS that induces the above-mentioned properties,<br>(2) to define declarative languages and mechanisms for specifying, enacting, and regulating interactions among people and autonomous agents in Hypermedia MAS,<br>(3) to develop an open-source software infrastructure for Hypermedia MAS that enables the deployment of hybrid communities on the Web, and<br>(4) to demonstrate the deployment of prototypical hybrid communities in two application areas: (i) Industry 4.0 and (ii) tackling online disinformation.<\/p>\n<p>To undertake this investigation, the project consortium brings together internationally recognized researchers actively contributing to research on autonomous agents and MAS, the Web architecture, Semantic Web, and to the standardization of the Web. Being able to harness the collective power of Web-scale hybrid communities and to focus it on specific problems would have extensive implications in a broad range of domains: for manufacturers, it could enable distributed intelligent manufacturing at global scale; for citizens, it could enable access to transparent and trustworthy online information.<\/p>\n<p>We expect that the work conducted in this project will break new ground in AI and Web research and that its applications will cut across society.<\/p>\n<p>HyperAgents is led by Olivier Boissier, MINES Saint-\u00c9tienne. Partners are MINES Saint-\u00c9tienne, INRIA, <br>Univ. of St. Gallen (HSG, Switzerland)<\/p>\n<p><a href=\"https:\/\/project.hyperagents.org\/\">Workshop on Hypermedia Multi-Agent Systems 2019<\/a><\/p>\n<\/div><\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Academic GIFts: What are HyperAgents? And how can they reshape the world?\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/9v4zK-EyO_I?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<!--nextpage-->\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading\" id=\"etsi-stf-578\">  ETSI STF 578 <\/h2>\n\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/etsi-2.png\" alt=\"\" class=\"wp-image-12814\" \/><\/figure>\n\n\n\n<p>ETSI SmartM2M tackles IoT, interoperability, and Semantic Interoperability challenges, contributing to the digital transformation of industry sectors in Europe. The Smart Applications REFerence standard ontology (SAREF) is a key flagship to reach semantic interoperability in IoT and Web-based applications where digitized assets play a central role.<\/p>\n<\/div><\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Consolidation of the ETSI Smart Applications REFerence European standard ontology (SAREF)\" width=\"640\" height=\"480\" src=\"https:\/\/www.youtube.com\/embed\/1aWutfT783E?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>We contribute to the development of the newest version of SAREF and some of the SAREF extensions. We lead the specialist task forces (STFs) aiming to define the collaborative development workflow of SAREF, the official SAREF ontology portal https:\/\/saref.etsi.org , and the continous integration and deployment of SAREF using DevOps approaches tailored for ontology engineering. More specifically, we were\/are involved in the following STFs:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>lead of STF 556: Consolidation of SAREF and its community of industrial users, based on the experience of the EUREKA ITEA 12004 SEAS project &#8211; <a href=\"https:\/\/portal.etsi.org\/STF\/STFs\/STF-Homepages\/STF556\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/portal.etsi.org\/\/STF\/STFs\/STFHomePages\/STF556<\/a><\/li>\n\n\n\n<li>contributor to STF 566: SAREF extensions for Automotive, eHealth\/Ageing-well, Wearables and Water &#8211; <a href=\"https:\/\/portal.etsi.org\/STF\/STFs\/STFHomePages\/STF566\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/portal.etsi.org\/\/STF\/STFs\/STFHomePages\/STF566 <\/a><\/li>\n\n\n\n<li>lead of STF 578: Specification of the SAREF development framework and workflow, and development of the Community SAREF Portal for user engagement &#8211; <a href=\"https:\/\/portal.etsi.org\/STF\/STFs\/STFHomePages\/STF578\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/portal.etsi.org\/\/STF\/STFs\/STFHomePages\/STF578<\/a><\/li>\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"anr-coswot\"> ANR CoSWoT <\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/CoSWoT.jpg\" alt=\"\" class=\"wp-image-12817\" \/><\/figure>\n\n\n\n<p class=\"content-abstract secondary\">CoSWoT objectives are to propose a distributed WoT-enabled software architecture embedded on constrained devices with two main characteristics: (1) it will use ontologies to specify declaratively the application logic of devices and the semantics of the exchanged messages; (2) it will add reasoning functionalities to devices, so as to distribute processing tasks among them. <br>CoSWoT is led by Fr\u00e9d\u00e9rique Laforest, INSA Lyon. Partners are INSA Lyon, MINES Saint-\u00c9tienne, INRAE, Mondeca<\/p>\n<p>The Internet of Things connects physical devices offering sensing or actuating with their vicinity. The ever-growing capabilities of devices allow to imagine new architectures including them as first class citizens. New added-value applications can then be envisioned in smart agriculture, smart buildings, smart cities, energy and water management, e-health and ageing well&#8230; The Web of Things (WoT) allows to describe the devices semantics, bridging the gap between the different domain and service descriptions. In today WoT architectures, physical devices can be located at distance from systems that perform reasoning. A centralised approach does not take advantage of the devices capabilities and induces suboptimal data transfers as well as server overload. Besides, many devices are now smart enough to discover each other, exchange data, and collectively make decisions.<\/p>\n<p>CoSWoT objectives are to propose a distributed WoT-enabled software architecture embedded on constrained devices with two main characteristics: (1) it will use ontologies to specify declaratively the application logic of devices and the semantics of the exchanged messages; (2) it will add reasoning functionalities to devices, so as to distribute processing tasks among them. Doing so, the development of applications including devices of the WoT will be highly simplified: <strong>our platform will enable the development and execution of intelligent and decentralised smart WoT applications despite the heterogeneity of devices.<\/strong><\/p>\n<p>In CoSWoT, WoT applications will rely on a platform hosting the base services. Besides traditional services, it will host extensions that correspond to two scientific barriers:<\/p>\n<p>(1) the <strong>use of ontologies as a generalised model for exchanges between heterogeneous devices<\/strong>. A joint statement from AIOTI WG3, IEEE P2413, oneM2M, W3C positions ontologies as key enablers for semantic interoperability on the WoT. However research questions remain concerning (i) the adequation of existing ontologies to the target application domains; (ii) the applicability of theoretical principles developed in a variety of protocols and standards, in the context of data streams; (iii) the discovery of heterogeneous devices, their services and how to solicit them.<\/p>\n<p>(2) <strong>distributed and embedded incremental reasoning<\/strong>. Devices become powerful enough to offer storage and processing; new architectures appear, based on edge computing including devices such as sensors and actuators. The data streams provided by sensors require to perform incremental reasoning tasks. Research questions remain on (i) how to embed reasoning in devices with various capacities, it requires specific optimisations; (ii) how to efficiently distribute reasoning tasks among devices.<\/p>\n<p><strong>Smart agriculture<\/strong> is a typical application domain of such WoT architectures, where the surveillance of cultivated fields requires various sensors that push streaming data, which must be collected and reasoned upon to take decisions executed by actuators. <strong>Smart buildings<\/strong> is another such typical application domain where added-value application services involve other verticals such as energy management, e-health, or ageing well. We will <strong>define use cases and requirements for smart agriculture and smart buildings, run simulations, and then lead real experiments<\/strong>.<\/p>\n<p>The CoSWoT platform will foster the decoupling of the development of software and the development of hardware, so as to ease the emergence of <strong>a new economic sector in the digital industry around WoT applications development<\/strong>, disconnected from the development of the smart devices themselves.<\/p>\n<p>CoSWoT is led by Fr\u00e9d\u00e9rique Laforest, INSA Lyon. Partners are INSA Lyon, MINES Saint-\u00c9tienne, INRAE, Mondeca<\/p>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"c3po\">  C3PO  <\/h2>\n\n\n\n<p>This project is financed by the French ANR CONTINT2013 program.<\/p>\n<p>The objective of this project is to help the Collaborative Creation of Contents and Publishing using Opportunistic networks to support the emergence of Ephemeral and Spontaneous Social Networks. It aims at proposing a set of scientific and software innovative solutions for the provision of services with intermittent connectivity, the definition of an infrastructure fo the collaborative management of services in the context of Ephemeral and Spontaneous Social Networks, and an analysis of the value adapted to this context. see <a class=\"simple\" href=\"https:\/\/anr.fr\/Project-ANR-13-CORD-0005\" target=\"_blank\" rel=\"noopener noreferrer\">the official ANR C3PO web site<\/a>.<\/p>\n<p><strong>Funders: <\/strong><\/p>\n<ul class=\"disc\">\n<li>French ANR CONTINT2013 program<\/li>\n<\/ul>\n<p><strong>Partners:<\/strong><\/p>\n<ul class=\"disc\">\n<li>Connected Intelligence team of the Hubert Curien laboratory, UJM Saint-\u00c9tienne (coordinator),<\/li>\n<li>DICE INRIA\/CITI lab at INSA Lyon,<\/li>\n<li>Casa Team of the IRISA lab,<\/li>\n<li>LEMNA, Mines de Nantes<\/li>\n<li>ChronoCourse<\/li>\n<\/ul>\n<p><strong>Coordinator:<\/strong><\/p>\n<ul class=\"disc\">\n<li>Connected Intelligence team of the Hubert Curien laboratory, UJM Saint-\u00c9tienne<\/li>\n<\/ul>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"ethicaa\">   ETHICAA   <\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/ethicaa.jpg\" alt=\"\" class=\"wp-image-12871\" \/><\/figure>\n\n\n\n<p>Machines and agents have more and more autonomous functions and consequently are less and less supervised by human operators or users. Therefore especially when machines interact with humans, we need to ensure that they do not harm us\/them or threaten our\/their autonomy, especially decision autonomy. Consequently the question of an ethical regulation or control of such autonomous agents is raised and has been discussed by several authors such as Wallach and Allen. As stated by Picard, the greater the freedom of a machine, the more it will need moral standards.<\/p>\n<p>Let\u2019s consider to motivate this problematic the trolley and footbridge dilemmas. Assume that a runaway trolley is hurtling down a track towards five people, whereas there is a single person on a neighbouring track, and two people (a thin one and a fat one) on a footbridge under which the trolley will pass. The trolley dilemma is as follows: should the driver change tracks, killing one to save five? The footbridge dilemma is: should the thin man push the fat man over the footbridge to suddenly stop the trolley? More generally, both dilemmas raise the question: considering an agent A that can make a decision that would benefit many other agents but, in doing so, an agent B would be unfairly harmed, under what circumstances would it be moral for agent A to violate agent B\u2019s rights in order to benefit the group?<\/p>\n<p>The objectives of the eThicAa project is twofold:<\/p>\n<ol class=\"arabic\">\n<li>\n<p>definition of what should be a moral autonomous agent and a system of moral autonomous agents<\/p>\n<\/li>\n<li>\n<p>definition and resolution of ethical conflicts that could occur 1) inside one moral agent, 2) between one moral agent and the (moral) rules of the system it belongs to, 3) between one moral agent and a human operator or user, 4) between several artificial (moral) agents including or not human agents.<\/p>\n<\/li>\n<\/ol>\n<p>Ethical conflicts are characterized by the fact that there is no \u201cgood\u201d way to solve them. Nevertheless when a decision must be made it should be an informed decision based on an assessment of the arguments and values at stake. When several agents are involved this may result in one agent taking over the (decision or action) authority from the others.<\/p>\n<p>eThicAa proposes to study the four cases of ethical conflicts that could occur in moral autonomous agents or between moral autonomous agents and humans on two chosen applicative domains: robotics and privacy management. For instance, in the robotic domain, eThicAa should be able to manage the ethical conflicts between one artificial agent and one human operator. To this end, we will consider a UAV (Unmanned Air Vehicle) jointly operated by a human operator and an artificial agent. Assuming that the UAV is in an emergency situation and must be crashed, the only two options being either very near the operator\u2019s headquarters (where many operator\u2019s colleagues work) or very near a small village, which decisions must be made by the autonomous agent?<\/p>\n<p>The case of privacy management will consider ethical conflicts between multiple artificial agents and human users, we will consider a social network where the privacy policies of the accounts owned by humans are controlled by moral autonomous agents. Assuming that two users feud and broadcast some private data about the other one in a common circle of friends, what should be the privacy policy of the society of agents including the agents owned by those feuding users?<\/p>\n<p>From the implementation and experimentation of those scenarios, eThicAa aims at providing a formal representation of ethical conflicts and of the objects on which they are about. The project also aims at designing explanation algorithms for the human user and autonomous agents\u2019 arguments and values to make informed ethical decisions. Consequently the outcome of eThicAa will be a framework and recommendations to design moral artificial agents, i.e. how their autonomous functions should be controlled to make them act according to context-dependent moral rules and to deal with ethical conflicts involving other artificial or humans agents, whether moral or not.<br><a class=\"simple\" href=\"http:\/\/ethicaa.org\">More information on ETHICAA<\/a><\/p>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"mooctab-massive-online-open-course-on-tablets\">MOOCTAB: Massive Online Open Course on Tablets <\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/MOOCTAB.jpg\" alt=\"\" class=\"wp-image-12877\" \/><\/figure>\n\n\n\n<p>Massive Online Open Course on Tablets<\/p>\n<p>MOOCTAB aims at creating a tablet based platform dedicated to the lifelong learning (primary, secondary, higher, and continuous) using an on-demand MOOC platform with following characteristics:<\/p>\n<p>&#8211;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; It is based on existing open source MOOC platforms (for example EdX for high school and continuous education) but new functionalities will be added;<\/p>\n<p>&#8211;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Data will be stored on a local secured cloud (usage of European Cloud servers, main European provider) as such keeping independence;<\/p>\n<p>&#8211;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; MOOC will be used through tablets with an intuitive interface and a secured connection (and sometimes after payment, depending on use case) thanks to a strong management of material fleet and identification usage adapted to each use case;<\/p>\n<p>&#8211;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; This platform will be quite open to allow addition of other use case afterward, whether it will be in e-education or other application such as documents secured management.<\/p>\n<p>see also the <\/p>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"opensensingcity\"> OpenSensingCity  <\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/OpenSensingCity.jpg\" alt=\"\" class=\"wp-image-12885\" \/><\/figure>\n\n\n\n<p>In the context of smart cities, the deployment of multiple sensors provides access to numerous data streams in real time. The open publication of sensor data brings innovation opportunities by combining the usual benefits of open data with those of real time updates. Indeed, open data ensures transparency and, in principle, allow anybody to develop services that were never envisioned by data providers. Real time updates allow one to consider the development of new services beyond the traditional use of open data, e.g., for logging evolution and conducting a posteriori analysis. We can therefore contemplate the creation of an ecosystem of smart open urban services. While publishing sensor data via an open data platform, such as Grand Lyon\u2019s \u201cSmart Data\u201d platform, is a first step towards our goal, it is now necessary to propose solutions to facilitate uses and usages of real time open data. As a matter of fact, these data are practically difficult to understand, find and eventually exploit. This is even truer when data is coming from raw stream of sensor data because constraints on processing and communication capabilities impose minimising transmitted information.<\/p>\n<div style=\"width: 640px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-111-1\" width=\"640\" height=\"480\" poster=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2018\/11\/OpenSensingCity2018.jpg\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2018\/11\/OpenSensingCity2018-web.mp4?_=1\" \/><a href=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2018\/11\/OpenSensingCity2018-web.mp4\">https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2018\/11\/OpenSensingCity2018-web.mp4<\/a><\/video><\/div>\n<p>&nbsp;<\/p>\n<p>Consequently and in order to enable the development of a smart open city service ecosystem, we want to provide (1) technological solutions to help leverage open sensor data for city application developers, and (2) guidance to the actors of the open sensor data environment by analysing the stakeholder strategies, defining usage scenarios and terminologies. To this aim, we combine a social analysis of actor expectations, requirements and practices, with a technological and theoretical expertise in online data and knowledge processing and engineering. The social component of our proposal will ensure a better understanding of expectations and needs of various categories of real time open data users. The technological component is based on existing Semantic Web technologies as well as stream processing techniques. This will expectedly result in enriching and publishing stream data to an open platform, taking into account the new paradigm of linked data, stream data and reasoning. This major shift will be achieved by building new ontologies related to smart cities when necessary as well as a formalism for querying and combining streams in such a context. Additionally, by combing our work in the social and technological domains, we will define search and browsing capabilities that we will implement according to the identified expectations and needs. Finally, when those tools will be effectively developed, we will show their utility by providing a demo application that uses them and further study the usage scenarios. Our planned application will offer an intelligent transportation system that helps vehicle drivers to better find parking spots, with possible testing in the city of Lyon.<\/p>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"seas\">  SEAS   <\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/SEAS.jpg\" alt=\"\" class=\"wp-image-12890\" \/><\/figure>\n\n\n\n<p>Environmental, economic and sustainability challenges of continuously increasing energy consumption are present all over the world. Meeting the challenges requires crossindustry cooperation and the means for consumers to influence their energy consumption in terms of the quantity and type of energy consumed. The SEAS project will address the problem of inefficient and unsustainable energy consumption, which is due to a lack of sufficient means to control, monitor, estimate and adapt the energy use of systems versus the dynamic use situations and circumstances influencing the energy use. The objective of the SEAS project is to enable energy, ICT and automation systems to collaborate at consumption sites, and to introduce dynamic and refined ICT-based solutions to control, monitor and estimate energy consumption. An additional aim is to explore business models and solutions that will enable energy market participants to incorporate micro-grid environments and active customers.<\/p>\n<p>&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-dailymotion wp-block-embed-dailymotion wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"SEAS : how to create an energy community ?\" frameborder=\"0\" width=\"640\" height=\"359\" src=\"https:\/\/geo.dailymotion.com\/player.html?video=x4k0pjo&#038;\" allowfullscreen allow=\"autoplay; fullscreen; picture-in-picture; web-share\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p> <a href=\"https:\/\/itea3.org\/project\/seas.html\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (s\u2019ouvre dans un nouvel onglet)\">More information on SEAS<\/a> <\/p>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"water-m-unified-intelligent-water-management\">Water-M: Unified Intelligent WATER Management  <\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/water-M.jpg\" alt=\"\" class=\"wp-image-12900\" style=\"width:274px;height:135px\" \/><\/figure>\n<\/div>\n\n\n<p>Water-M is an ITEA3 European project with 21 partners from Finland, France, Romania and Turkey. The goal of Water-M project is to develop an architecture for intelligent management of water distribution. The project takes into account the current and prospective needs of all types of actors: managers, delegates, administrators, legislators, user communities, and consumers in the residential, industry and the Tertiary sector.<\/p>\n<p>Only 2.5% of the world\u2019s water is fresh water. In recent decades, the human population has increased by a factor of 3, but at the same time water demand has increased by a factor of 6. Water is a finite resource that should be carefully managed. However, more than 50% of the world\u2019s population lives in areas with a water sustainability problem. In this regard, water industries are using SCADA technologies to support their business processes, but this is clearly not enough. To solve the water sustainability problem, which is compounded by the water process complexity, a major upheaval of the water industry is needed with the introduction of novel concepts, such as GIS integration, quality management programs or real-time data management. In this context, ICT technologies are needed to drive these challenges. The scope of the Water-M project enables the creation of new products and services to build a unified water business model that will benefit European Union water stakeholders. The Water-M project combines real-time monitoring and operational control, service-oriented approaches and event driven mechanisms in the water management domain.<\/p>\n<p>For more information: <a class=\"simple\" href=\"https:\/\/itea3.org\/project\/water-m.html\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/itea3.org\/project\/water-m.html<\/a><\/p>\n<p>&nbsp;<\/p>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"wdaqua\"> WDAqua  <\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/WDAqua_Logo2016-3-1024x229.png\" alt=\"\" class=\"wp-image-12903\" style=\"width:491px;height:109px\" \/><\/figure>\n<\/div>\n\n\n<p>WDAqua&nbsp;(Answering Questions using Web Data) is a&nbsp;<a class=\"simple\" href=\"https:\/\/marie-sklodowska-curie-actions.ec.europa.eu\/\" target=\"_blank\" rel=\"noopener noreferrer\">Marie Sk\u0142odowska-Curie Innovative Training Network (ITN)<\/a>.<\/p>\n<p>Smart infrastructures and citizens\u2019 participation in the digital society are increasingly data-driven. Sharing, connecting, managing, analysing and understanding data on the Web will enable better services for citizens, communities and industry. However, turning web data into successful services for the public and private sector requires skilled web and data scientists, and it still requires further research. WDAqua aims at advancing the state of the art by intertwining training, research and innovation efforts, centred around data-driven question answering. Question answering is immediately useful to a wide audience of end users, and we will demonstrate this in settings including e-commerce, public sector information, publishing and smart cities. Steps to answering a question are (1) understanding a spoken question, (2) analysing the question\u2019s text, (3) finding data to answer the question, and (4) presenting the answer(s). Every individual research project in WDAqua connects at least two of these steps.<\/p>\n<p>For more information:&nbsp;<a class=\"simple\" href=\"http:\/\/wdaqua.eu\" target=\"_blank\" rel=\"noopener noreferrer\">http:\/\/wdaqua.eu<\/a><a class=\"simple\" href=\"https:\/\/itea3.org\/project\/water-m.html\"><br><\/a><\/p>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"integrative-design-for-complex-systems-id4cs\">Integrative Design for Complex Systems (ID4CS)   <\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/logo-id4cs-fond-noir430x135.png\" alt=\"\" class=\"wp-image-12912\" \/><\/figure>\n<\/div>\n\n\n<p><strong>Descriptif&nbsp;:&nbsp;<\/strong>having the ambition to propose a modeling and simulation environment for designing complex systems such as aircrafts.<br>The originality of the project lies in enabling several different optimization and uncertainty techniques to collaborate within a same system and taking into account all different dimensions of the problem during the resolution. This is done by using adaptive multi-agent technology to solve the complex system design.<\/p>\n<p><strong>Chef de projet&nbsp;:&nbsp;<\/strong>Marie-Pierre Gleizes\/IRIT<\/p>\n<p><strong>Collaborateurs impliqu\u00e9s&nbsp;: <\/strong><a title=\"@courriel\" href=\"&#x6d;&#x61;&#x69;&#108;&#116;o:&#x67;&#x61;&#x75;&#x74;&#104;&#105;er&#x2e;&#x70;&#x69;&#99;&#97;&#114;d&#64;&#x6d;&#x69;&#x6e;&#101;&#115;-s&#x74;&#x65;&#x74;&#x69;&#101;&#110;ne&#x2e;&#x66;&#x72;\">Gauthier Picard<\/a><\/p>\n<p><strong>Dur\u00e9e :&nbsp;<\/strong>2009 &#8211;<\/p>\n<p><strong>Partenaires : <\/strong>AIRBUS, ARTAL, SNECMA, UPETEC, ARMINES, ENSM-SE, IMT, INRIA and ICA<strong><br><\/strong><\/p>\n<p><strong>Site web : <\/strong><a href=\"https:\/\/www.irit.fr\/id4cs\/\" target=\"_blank\" rel=\"noopener noreferrer\">http:\/\/www.irit.fr\/id4cs\/<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"ANR Integrative Design for Complex Systems\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/72G7N3XPNDo?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"usage-et-non-usage-des-objets-communicants-unuoc\">Usage et Non-Usage des Objets Communicants (UNUOC)  <\/h2>\n\n\n\n<p>Afin de r\u00e9pondre \u00e0 ces objectifs, le projet UNUOC mobilise et d\u00e9veloppe un ensemble de recherches dans le domaine des sciences du num\u00e9rique touchant aux probl\u00e9matiques de communaut\u00e9 virtuelle, de gestion de la <span class=\"style_1\">privacy <\/span>centr\u00e9e sur les individus, sur le d\u00e9ploiement et la gestion d\u2019objets communicants et de services num\u00e9riques dans un cadre d\u2019intelligence ambiante. Il s\u2019agit de construire et d\u00e9ployer l\u2019infrastructure technique et num\u00e9rique r\u00e9unissant monde num\u00e9rique et monde physique afin de connecter non plus seulement tous les ordinateurs et tous les individus, mais aussi tous les objets.<\/p>\n<p><strong>Chef de projet&nbsp;:&nbsp;<\/strong>Ecole des Mines de Saint-\u00c9tienne &#8211; <a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\" rel=\"v:url\">D\u00e9partement Informatique et syst\u00e8mes intelligents<\/a><\/p>\n<p><strong>Collaborateurs impliqu\u00e9s&nbsp;: <\/strong><a title=\"@courriel\" href=\"ma&#105;&#108;&#x74;&#x6f;&#x3a;&#x6f;li&#118;&#105;&#x65;&#x72;&#x2e;&#x62;oi&#115;&#115;&#105;&#x65;&#x72;&#x40;&#x6d;in&#101;&#115;&#x2d;&#x73;&#x74;&#x65;ti&#101;&#110;&#x6e;&#x65;&#x2e;&#x66;r\">Olivier Boissier<\/a>, Philippe Beaune, Philippe Jaillon, Xavier Serpaggi<\/p>\n<p><strong>Dur\u00e9e :&nbsp;<\/strong>2011-2013<\/p>\n<p><strong>Partenaires : <\/strong><a href=\"https:\/\/laboratoirehubertcurien.univ-st-etienne.fr\/en\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">Machine Learning\/LHC<\/a>, SATIN\/LT2C,<a href=\"https:\/\/www.citedudesign.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"> Cit\u00e9 du Design<\/a><strong><br><\/strong><\/p>\n<p><strong>Site web :&nbsp;<\/strong><\/p>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"social-trust-analysis-and-formalization-fortrust\">Social trust analysis and formalization (ForTrust) <\/h2>\n\n\n\n<p>It is generally agreed that trust is a key concept in nowadays information technologies, which applies not only in contexts where security is in focus. Beyond system reliability it ensures its usability by both human and artificial agents. Numerous works in sociology, psychology, philosophy and cognitive science on the one hand, and in computer science on the other, show that trust is a complex notion with multiple facets. While the concept is used by now in many applications, there is still no consensus about a clear-cut and unified definition.<br>In this project we propose to start from Castelfranchi et col.\u2019s theory of social trust, which is certainly on of the best established theories among the above mentioned disciplines. We are going to confront its analysis to the specific needs in security in order to extract the required key elements, and complete it by some notions that are required in implementations and a priori absent from the theory (such as trust dynamics, the link with the topic notion,\u2026). We are also going to formalize the resulting theory in logic, and implement the properties that have thus been laid bare within agent platforms. The latter step will be done at two levels, viz. the individual and the collective level.<\/p>\n<p><strong>Chef de projet&nbsp;:&nbsp;<\/strong>&nbsp;<a title=\"Page personnelle\" href=\"https:\/\/www.irit.fr\/%7EAndreas.Herzig\/\">Andreas Herzig<\/a><\/p>\n<p><strong>Collaborateurs impliqu\u00e9s&nbsp;: <\/strong><a title=\"@courriel\" href=\"mailto&#58;&#111;&#108;&#105;&#118;&#105;&#101;&#x72;&#x2e;&#x62;&#x6f;&#x69;&#x73;&#x73;&#x69;&#x65;&#x72;&#x40;&#x6d;ines-s&#116;&#101;&#116;&#105;&#101;&#110;&#110;&#x65;&#x2e;&#x66;&#x72;\">Olivier Boissier<\/a><\/p>\n<p><strong>Dur\u00e9e :<\/strong> 2006-2010<strong><br><\/strong><\/p>\n<p><strong>Partenaires :<\/strong> Institut de Recherche en Informatique de Toulouse (<a href=\"https:\/\/www.irit.fr\">IRIT<\/a>), Ecole des Mines de Saint-\u00c9tienne \u2013 <a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\" rel=\"v:url\">D\u00e9partement Informatique et syst\u00e8mes intelligents<\/a>, Institute of Cognitive Sciences and Technologies (<a href=\"https:\/\/www.istc.cnr.it\">ISTC<\/a>)<strong><br><\/strong><\/p>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n<\/ul>\n\n\n\n<!--nextpage-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"web-intelligence\"> Web intelligence  <\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/wp-content\/uploads\/2020\/02\/web-intell-RA-300x173-1.gif\" alt=\"\" class=\"wp-image-12921\" \/><\/figure>\n<\/div>\n\n\n<p>It is generally agreed that trust is a key concept in nowadays information technologies, which applies not only in contexts where security is in focus. Beyond system reliability it ensures its usability by both human and artificial agents. Numerous works in sociology, psychology, philosophy and cognitive science on the one hand, and in computer science on the other, show that trust is a complex notion with multiple facets. While the concept is used by now in many applications, there is still no consensus about a clear-cut and unified definition.<br>In this project we propose to start from Castelfranchi et col.\u2019s theory of social trust, which is certainly on of the best established theories among the above mentioned disciplines. We are going to confront its analysis to the specific needs in security in order to extract the required key elements, and complete it by some notions that are required in implementations and a priori absent from the theory (such as trust dynamics, the link with the topic notion,\u2026). We are also going to formalize the resulting theory in logic, and implement the properties that have thus been laid bare within agent platforms. The latter step will be done at two levels, viz. the individual and the collective level.<\/p>\n<p><strong>Chef de projet&nbsp;:&nbsp;<\/strong>&nbsp;<a title=\"Page personnelle\" href=\"https:\/\/www.irit.fr\/%7EAndreas.Herzig\/\">Andreas Herzig<\/a><\/p>\n<p><strong>Collaborateurs impliqu\u00e9s&nbsp;: <\/strong><a title=\"@courriel\" href=\"ma&#105;&#108;&#116;&#111;&#x3a;&#x6f;&#x6c;&#x69;&#x76;ie&#114;&#46;&#98;&#111;&#x69;&#x73;&#x73;&#x69;&#x65;r&#64;&#109;&#105;&#110;&#101;&#x73;&#x2d;&#x73;&#x74;&#x65;tie&#110;&#110;&#101;&#x2e;&#x66;&#x72;\">Olivier Boissier<\/a><\/p>\n<p><strong>Dur\u00e9e :<\/strong> 2006-2010<strong><br><\/strong><\/p>\n<p><strong>Partenaires :<\/strong> Institut de Recherche en Informatique de Toulouse (<a href=\"https:\/\/www.irit.fr\">IRIT<\/a>), Ecole des Mines de Saint-\u00c9tienne \u2013 <a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\" rel=\"v:url\">D\u00e9partement Informatique et syst\u00e8mes intelligents<\/a>, Institute of Cognitive Sciences and Technologies (<a href=\"https:\/\/www.istc.cnr.it\">ISTC<\/a>)<strong><br><\/strong><\/p>\n\n\n\n<ul class=\"fixed-top-menu\">\n<li class=\"page_item page-item-782 current_page_item\" style=\"text-align: center\"><a href=\"https:\/\/www.mines-stetienne.fr\/recherche\/departements\/departement-informatique-et-systemes-intelligents\/\">D\u00e9partement Informatique et syst\u00e8mes intelligents<br><\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Le D\u00e9partement Informatique et syst\u00e8mes intelligents participe aux Communaut\u00e9s scientifiques de l\u2019Institut Mines-T\u00e9l\u00e9com, notamment dans les domaines de : Data analytics et Intelligence artificielle, Mobilit\u00e9 intelligente, R\u00e9seaux et internet des objets (IoT). https:\/\/www.imt.fr\/recherche-innovation\/recherche\/communautes-scientifiques\/&nbsp; Plateformes Plateforme Territoire Projets actuels Projects Anciens &hellip;<\/p>\n","protected":false},"author":1536,"featured_media":0,"parent":106,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"tags":[],"class_list":["post-111","page","type-page","status-publish","hentry"],"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","pp_force_visibility":null,"pp_subpost_visibility":null,"pp_inherited_force_visibility":null,"pp_inherited_subpost_visibility":null,"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - 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