{"id":8525,"date":"2026-10-25T08:30:49","date_gmt":"2026-10-25T08:30:49","guid":{"rendered":"https:\/\/portaileduc.net\/website\/?p=8525"},"modified":"2026-10-25T08:31:19","modified_gmt":"2026-10-25T08:31:19","slug":"no-data-no-business-la-feb-et-lenjeu-des-donnees","status":"publish","type":"post","link":"https:\/\/portaileduc.net\/website\/no-data-no-business-la-feb-et-lenjeu-des-donnees\/","title":{"rendered":"No data, no business : la FEB et l&rsquo;enjeu des donn\u00e9es"},"content":{"rendered":"\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-995f960e wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">La F\u00e9d\u00e9ration des entreprises de Belgique (FEB) consacre le num\u00e9ro 40 de sa revue Reflect (octobre 2026) aux donn\u00e9es, \u00ab principal actif immat\u00e9riel \u00bb des entreprises. Pour ses expert\u00b7es, une politique de donn\u00e9es cibl\u00e9e n&rsquo;est plus une option mais une condition de comp\u00e9titivit\u00e9, d&rsquo;autant plus avec le d\u00e9ploiement de l&rsquo;IA, grande consommatrice de donn\u00e9es.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-86.png?ssl=1\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"586\" src=\"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-86.png?fit=1024%2C586&amp;ssl=1\" alt=\"\" class=\"wp-image-8526\" srcset=\"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-86.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-86.png?resize=300%2C172&amp;ssl=1 300w, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-86.png?resize=767%2C439&amp;ssl=1 767w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Les th\u00e8mes abord\u00e9s<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Gouvernance des donn\u00e9es<\/strong> : aller au-del\u00e0 de la conformit\u00e9 et int\u00e9grer les bons r\u00e9flexes data et IA d\u00e8s la conception (\u00ab governance by design \u00bb).<\/li>\n\n\n\n<li><strong>Donn\u00e9es, droit et \u00e9thique<\/strong> : frein ou levier ? La question devient soci\u00e9tale autant que technique : ce qui est souhaitable, responsable et acceptable.<\/li>\n\n\n\n<li><strong>Data et ressources humaines<\/strong> : attirer, g\u00e9rer et d\u00e9velopper les talents \u00e0 l&rsquo;\u00e8re de l&rsquo;IA.<\/li>\n\n\n\n<li><strong>Un cas concret<\/strong> : Le Pain Quotidien et ses processus fond\u00e9s sur les donn\u00e9es. \u00ab Mesurer, c&rsquo;est savoir. \u00bb<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Une lecture utile pour aborder avec des \u00e9l\u00e8ves du secondaire sup\u00e9rieur ou des apprenant\u00b7es adultes la place des donn\u00e9es dans le monde \u00e9conomique, la protection des donn\u00e9es et les enjeux \u00e9thiques de l&rsquo;IA.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Les dossiers en PDF<\/h2>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Reflect-FR40_Gouvernance-des-donnees.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Contenu embarqu\u00e9 La gouvernance des donn\u00e9es va (bien) au-del\u00e0 de la conformit\u00e9 (PDF).\"><\/object><a id=\"wp-block-file--media-8524\" href=\"https:\/\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Reflect-FR40_Gouvernance-des-donnees.pdf\">La gouvernance des donn\u00e9es va (bien) au-del\u00e0 de la conformit\u00e9 (PDF)<\/a><a href=\"https:\/\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Reflect-FR40_Gouvernance-des-donnees.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-8524\">T\u00e9l\u00e9charger<\/a><\/div>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Reflect-FR40_Ethique-et-gestion-des-donnees.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Contenu embarqu\u00e9 Donn\u00e9es, droit et \u00e9thique : frein ou levier ? (PDF).\"><\/object><a id=\"wp-block-file--media-8523\" href=\"https:\/\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Reflect-FR40_Ethique-et-gestion-des-donnees.pdf\">Donn\u00e9es, droit et \u00e9thique : frein ou levier ? (PDF)<\/a><a href=\"https:\/\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Reflect-FR40_Ethique-et-gestion-des-donnees.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-8523\">T\u00e9l\u00e9charger<\/a><\/div>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Reflect-FR40_Data-et-ressources-humaines.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Contenu embarqu\u00e9 Attirer, g\u00e9rer et d\u00e9velopper les talents \u00e0 l&apos;\u00e8re de l&apos;IA (PDF).\"><\/object><a id=\"wp-block-file--media-8522\" href=\"https:\/\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Reflect-FR40_Data-et-ressources-humaines.pdf\">Attirer, g\u00e9rer et d\u00e9velopper les talents \u00e0 l&rsquo;\u00e8re de l&rsquo;IA (PDF)<\/a><a href=\"https:\/\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Reflect-FR40_Data-et-ressources-humaines.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-8522\">T\u00e9l\u00e9charger<\/a><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lien : <a href=\"https:\/\/www.vbo-feb.be\/fr\/publications\/reflect-vbo-feb-%e2%80%92-no-data-no-business\/\">https:\/\/www.vbo-feb.be\/fr\/publications\/reflect-vbo-feb-%e2%80%92-no-data-no-business\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u00c0 voir aussi :<\/strong> <a href=\"https:\/\/portaileduc.net\/website\/?p=8520\">L&rsquo;algorithme cuisinier : pour qui cuisine-t-il vraiment ?<\/a> ; <a href=\"https:\/\/portaileduc.net\/website\/le-kit-ia-de-la-drane-paca\/\">Le kit IA de la DRANE PACA<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Le num\u00e9ro 40 de Reflect, la revue de la FEB, fait des donn\u00e9es le premier actif immat\u00e9riel des entreprises : gouvernance, \u00e9thique, IA et ressources humaines. Trois dossiers en PDF.<\/p>\n","protected":false},"author":2,"featured_media":8526,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[235,236],"tags":[48,278,279,294,295,331],"class_list":["post-8525","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-education-au-numerique","category-ia","tag-economie","tag-informations-et-donnees","tag-securisation-des-donnees-et-respect-de-la-protection-des-donnees","tag-ethique-et-droits","tag-gestion-et-organisation-donnees","tag-enseignement-pour-adultes-formation-dadultes"],"jetpack_publicize_connections":[],"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p6aRPV-2dv","jetpack-related-posts":[{"id":8060,"url":"https:\/\/portaileduc.net\/website\/interstices-la-revue-en-ligne-pour-comprendre-les-sciences-du-numerique\/","url_meta":{"origin":8525,"position":0},"title":"Interstices : la revue en ligne pour comprendre les sciences du num\u00e9rique","author":"Maxime Duquesnoy","date":"23 octobre 2026","format":false,"excerpt":"Interstices, la revue en ligne pilot\u00e9e par Inria : articles, podcasts, vid\u00e9os, quiz et animations pour comprendre l'informatique et ses enjeux, du grand public aux lecteurs avertis.","rel":"","context":"Dans &quot;Education au num\u00e9rique&quot;","block_context":{"text":"Education au num\u00e9rique","link":"https:\/\/portaileduc.net\/website\/category\/education-au-numerique\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-13.png?fit=1200%2C325&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-13.png?fit=1200%2C325&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-13.png?fit=1200%2C325&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-13.png?fit=1200%2C325&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-13.png?fit=1200%2C325&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":7449,"url":"https:\/\/portaileduc.net\/website\/intelligence-artificielle-et-consommation-deau-demeler-le-vrai-du-faux\/","url_meta":{"origin":8525,"position":1},"title":"IA et consommation d\u2019eau : d\u00e9m\u00ealer le vrai du faux","author":"Maxime Duquesnoy","date":"22 octobre 2026","format":false,"excerpt":"Une requ\u00eate adress\u00e9e \u00e0 une intelligence artificielle consommerait un litre d'eau. Cette affirmation, r\u00e9guli\u00e8rement relay\u00e9e sur les r\u00e9seaux sociaux, illustre la difficult\u00e9 de mesurer et de comprendre les cons\u00e9quences environnementales de l'IA. Dans une vid\u00e9o publi\u00e9e par Numerama, Julien Cadot revient sur la consommation d'eau des centres de donn\u00e9es et\u2026","rel":"","context":"Dans &quot;Education au num\u00e9rique&quot;","block_context":{"text":"Education au num\u00e9rique","link":"https:\/\/portaileduc.net\/website\/category\/education-au-numerique\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/AI-FR-1920x1357-1.webp?fit=1200%2C848&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/AI-FR-1920x1357-1.webp?fit=1200%2C848&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/AI-FR-1920x1357-1.webp?fit=1200%2C848&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/AI-FR-1920x1357-1.webp?fit=1200%2C848&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/AI-FR-1920x1357-1.webp?fit=1200%2C848&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":7311,"url":"https:\/\/portaileduc.net\/website\/vittascience-ia-entrainer-son-propre-modele-pour-comprendre-les-biais\/","url_meta":{"origin":8525,"position":2},"title":"Vittascience IA : entra\u00eener son propre mod\u00e8le pour comprendre les biais","author":"Maxime Duquesnoy","date":"23 octobre 2026","format":false,"excerpt":"Interface de Vittascience pour entra\u00eener et tester soi-m\u00eame des mod\u00e8les d'IA, utilis\u00e9e par Antonin Bareau comme support d'une activit\u00e9 sur les biais : un mod\u00e8le entra\u00een\u00e9 sur des donn\u00e9es d\u00e9s\u00e9quilibr\u00e9es se trompe de fa\u00e7on pr\u00e9visible. Mod\u00e8les entra\u00eenables : images (fichiers ou webcam), sons, postures du corps et de la main,\u2026","rel":"","context":"Dans &quot;Education au num\u00e9rique&quot;","block_context":{"text":"Education au num\u00e9rique","link":"https:\/\/portaileduc.net\/website\/category\/education-au-numerique\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-3.png?fit=1008%2C338&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-3.png?fit=1008%2C338&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-3.png?fit=1008%2C338&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-3.png?fit=1008%2C338&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":5442,"url":"https:\/\/portaileduc.net\/website\/booster-ma-citoyennete-numerique-dans-une-societe-multiculturelle-interface3-namur\/","url_meta":{"origin":8525,"position":3},"title":"Booster ma citoyennet\u00e9 num\u00e9rique dans une soci\u00e9t\u00e9 multiculturelle &#8211; Interface3 Namur","author":"Maxime Duquesnoy","date":"12 d\u00e9cembre 2021","format":false,"excerpt":"Interface3 propose un carnet pratique pour\u00a0booster votre citoyennet\u00e9 num\u00e9rique et \u00e0 utiliser les outils num\u00e9riques de mani\u00e8re responsable. Cette ressource se d\u00e9cline en diff\u00e9rents th\u00e8mes ; L\u2019 identit\u00e9 num\u00e9rique : ma\u00eetriser son identit\u00e9 en ligne et avoir conscience des traces laiss\u00e9es\u2026 La communication en ligne : comment communiquer dans le\u2026","rel":"","context":"Dans &quot;Comp\u00e9tences num\u00e9riques&quot;","block_context":{"text":"Comp\u00e9tences num\u00e9riques","link":"https:\/\/portaileduc.net\/website\/category\/competences-numeriques\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2021\/12\/Couverture-avant-pour-site.png?fit=630%2C890&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2021\/12\/Couverture-avant-pour-site.png?fit=630%2C890&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2021\/12\/Couverture-avant-pour-site.png?fit=630%2C890&ssl=1&resize=525%2C300 1.5x"},"classes":[]},{"id":7297,"url":"https:\/\/portaileduc.net\/website\/le-kit-ia-de-la-drane-paca\/","url_meta":{"origin":8525,"position":4},"title":"Le kit IA de la DRANE PACA","author":"Maxime Duquesnoy","date":"24 octobre 2026","format":false,"excerpt":"Comment int\u00e9grer l'intelligence artificielle dans les pratiques p\u00e9dagogiques tout en respectant un cadre \u00e9thique, juridique et \u00e9ducatif ? La Direction r\u00e9gionale acad\u00e9mique du num\u00e9rique \u00e9ducatif de Provence-Alpes-C\u00f4te d'Azur (DRANE PACA) propose un kit de 20 pages destin\u00e9 \u00e0 accompagner les \u00e9quipes enseignantes dans la compr\u00e9hension et l'appropriation de l'intelligence artificielle.\u2026","rel":"","context":"Dans &quot;Intelligence artificielle&quot;","block_context":{"text":"Intelligence artificielle","link":"https:\/\/portaileduc.net\/website\/category\/ia\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-25.png?fit=984%2C698&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-25.png?fit=984%2C698&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-25.png?fit=984%2C698&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-25.png?fit=984%2C698&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":7318,"url":"https:\/\/portaileduc.net\/website\/ia-en-sante-un-guide-pour-integrer-lethique-dans-les-projets\/","url_meta":{"origin":8525,"position":5},"title":"IA en sant\u00e9 : un guide pour une d\u00e9marche \u00e9thique","author":"Maxime Duquesnoy","date":"21 octobre 2026","format":false,"excerpt":"Guide publi\u00e9 en juillet 2025 par la D\u00e9l\u00e9gation au num\u00e9rique en sant\u00e9 (France) pour accompagner les concepteurs et conceptrices de syst\u00e8mes d'IA en sant\u00e9 dans le respect de l'\u00e9thique du soin. 43 crit\u00e8res non contraignants, r\u00e9partis selon les \u00e9tapes d'un projet : cadrage, donn\u00e9es, construction de l'algorithme, d\u00e9ploiement et usage,\u2026","rel":"","context":"Dans &quot;Intelligence artificielle&quot;","block_context":{"text":"Intelligence artificielle","link":"https:\/\/portaileduc.net\/website\/category\/ia\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/visuel-ethique.png?fit=728%2C335&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/visuel-ethique.png?fit=728%2C335&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/visuel-ethique.png?fit=728%2C335&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/visuel-ethique.png?fit=728%2C335&ssl=1&resize=700%2C400 2x"},"classes":[]}],"jetpack_likes_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-86.png?fit=1024%2C586&ssl=1","_links":{"self":[{"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/posts\/8525","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/comments?post=8525"}],"version-history":[{"count":2,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/posts\/8525\/revisions"}],"predecessor-version":[{"id":8529,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/posts\/8525\/revisions\/8529"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/media\/8526"}],"wp:attachment":[{"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/media?parent=8525"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/categories?post=8525"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/tags?post=8525"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}