{"id":5422,"date":"2024-12-16T20:02:01","date_gmt":"2024-12-16T20:02:01","guid":{"rendered":"https:\/\/campus.hesge.ch\/blog-master-is\/?p=5422"},"modified":"2025-01-30T09:52:00","modified_gmt":"2025-01-30T09:52:00","slug":"voltron-defendeur-legendaire-de-la-gouvernance-des-donnees","status":"publish","type":"post","link":"https:\/\/campus.hesge.ch\/blog-master-is\/voltron-defendeur-legendaire-de-la-gouvernance-des-donnees\/","title":{"rendered":"Voltron : d\u00e9fendeur l\u00e9gendaire de la gouvernance des donn\u00e9es"},"content":{"rendered":"\n<p>Alors que l\u2019empire Galra du chaos institutionnel gagne en terrain et que tout espoir d\u2019ordre semble perdu, <a href=\"https:\/\/voltron.fandom.com\/wiki\/Voltron_(Legendary_Defender)\">Voltron<\/a>, gouverneur l\u00e9gendaire des donn\u00e9es, surgit in extremis pour sauver l\u2019univers organisationnel et r\u00e9tablir la paix ! Mais en fait\u2026 c\u2019est quoi, la gouvernance des donn\u00e9es ?<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"5424\" src=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/qyU3PmYZil2qEgRPa3qUG1qOxSFI1Y.jpg-1-1024x576.webp\" alt=\"\" class=\"wp-image-5424\" srcset=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/qyU3PmYZil2qEgRPa3qUG1qOxSFI1Y.jpg-1-1024x576.webp 1024w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/qyU3PmYZil2qEgRPa3qUG1qOxSFI1Y.jpg-1-300x169.webp 300w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/qyU3PmYZil2qEgRPa3qUG1qOxSFI1Y.jpg-1-768x432.webp 768w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/qyU3PmYZil2qEgRPa3qUG1qOxSFI1Y.jpg-1.webp 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 1 : Les cinq lions de Voltron (\u00a9 Voltron Wiki)<\/em><\/figcaption><\/figure>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Les lions et leurs caract\u00e9ristiques<\/strong><\/h2>\n\n\n\n<p>Dans une courte <a href=\"https:\/\/www.youtube.com\/watch?v=uPsUjKLHLAg\">vid\u00e9o du MIT<\/a> (IBM Technology, 2022), la gouvernance des donn\u00e9es est d\u00e9compos\u00e9e en cinq concepts. Le premier est la <strong>d\u00e9couverte<\/strong>, lequel s\u2019apparente au lion bleu, qui est d\u2019ailleurs le premier \u00e0 manifester sa pr\u00e9sence sur terre. Il permet \u00e0 son paladin de comprendre toutes les donn\u00e9es dont une organisation dispose, qu\u2019il s\u2019agisse de donn\u00e9es connues ou non.<\/p>\n\n\n\n<p>Le lion rouge, audacieux mais pr\u00e9cis, repr\u00e9sente le concept de <strong>classification<\/strong>. Sa capacit\u00e9 \u00e0 r\u00e9agir rapidement lui permet d\u2019identifier les types de donn\u00e9es disponibles et de les assigner rapidement aux cat\u00e9gories correspondantes de mani\u00e8re efficace.<\/p>\n\n\n\n<p>Le lion vert, caract\u00e9ris\u00e9 par sa sup\u00e9riorit\u00e9 technologique et son agilit\u00e9, est charg\u00e9 de l\u2019\u00e9laboration de <strong>politiques<\/strong>. Ainsi, il d\u00e9cide quelles donn\u00e9es sont conserv\u00e9es, partag\u00e9es ou supprim\u00e9es, en veillant \u00e0 suivre attentivement les normes et crit\u00e8res \u00e9tablies au pr\u00e9alable.<\/p>\n\n\n\n<p>Et tel un bouclier compos\u00e9 de <strong>r\u00e8gles<\/strong>, le lion jaune apporte son soutien \u00e0 la mise en \u0153uvre des politiques en mati\u00e8re de donn\u00e9es. Il a pour devoir de veiller au respect des politiques en pr\u00e9venant toute tentative de br\u00e8che.<\/p>\n\n\n\n<p>Enfin, le leader fournit \u00e0 son \u00e9quipe une vue d\u2019ensemble en reliant les \u00e9l\u00e9ments entre eux. Il est donc tout naturel que le lion noir soit charg\u00e9 des <strong>m\u00e9tadonn\u00e9es<\/strong>, d\u00e9crivant la nature des donn\u00e9es et leur contexte, ce qui permet une compr\u00e9hension approfondie de chacune d\u2019elle.<\/p>\n\n\n\n<p>Une fois que tous ces lions s\u2019assemblent pour ne former qu\u2019un, ils deviennent le l\u00e9gendaire robot Voltron, d\u00e9fendeur de la gouvernance des donn\u00e9es ! Voltron pilote et contr\u00f4le la mise en place des r\u00e8gles pour la gestion des donn\u00e9es, cette derni\u00e8re s\u2019occupant de leur mise en oeuvre (Bolognesi 2024, p. 8). Cela permet \u00e0 chaque organisation-plan\u00e8te de conserver son int\u00e9grit\u00e9, sa culture et sa m\u00e9moire, \u00e0 l\u2019abri des forces chaotiques Galra.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"808\" height=\"753\" data-id=\"5428\" src=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/Voltron_formed.webp\" alt=\"\" class=\"wp-image-5428\" srcset=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/Voltron_formed.webp 808w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/Voltron_formed-300x280.webp 300w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/Voltron_formed-768x716.webp 768w\" sizes=\"(max-width: 808px) 100vw, 808px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 2 : Voltron, d\u00e9fendeur de la gouvernance des donn\u00e9es (\u00a9 Voltron Wiki)<\/em><\/figcaption><\/figure>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Forces rebelles et mod\u00e8le conceptuel<\/strong><\/h2>\n\n\n\n<p>Aux c\u00f4t\u00e9s de Voltron, un groupe de rebelles a d\u00e9velopp\u00e9 un mod\u00e8le conceptuel pour la gouvernance des donn\u00e9es (Abraham et al. 2019, pp. 428-429). L\u2019<strong>ant\u00e9c\u00e9dent<\/strong> regroupe des facteurs externes (ex. industrie, \u00e9cosyst\u00e8me) et internes (ex. culture de l\u2019organisation), et impacte la particule de la gouvernance. Les <strong>m\u00e9canismes de gouvernance<\/strong> s&#8217;apparentent au noyau central. Il renferme les r\u00f4les, les responsabilit\u00e9s ainsi que le pouvoir d\u00e9cisionnel et proc\u00e9dural. Les r\u00f4les comprennent notamment un.e cadre d\u00e9l\u00e9gu\u00e9, un.e propri\u00e9taire de donn\u00e9es, un.e directeur.trice de gouvernance, un.e data steward, un conseil de gouvernance des donn\u00e9es, un bureau de gouvernance ou encore un.e data user and producer. Ce noyau est entour\u00e9 de trois hadrons :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-small-font-size\">Le cadre des <strong>donn\u00e9es<\/strong> : il s\u2019agit de donn\u00e9es traditionnelles et de big data<\/li>\n\n\n\n<li class=\"has-small-font-size\">Le cadre du <strong>domaine<\/strong> : il s\u2019agit des aspects de la qualit\u00e9, de la s\u00e9curit\u00e9, de l\u2019architecture, du cycle de vie, des m\u00e9tadonn\u00e9es, du stockage et de l\u2019infrastructure<\/li>\n\n\n\n<li class=\"has-small-font-size\">Le cadre <strong>organisationnel<\/strong> : il s\u2019agit de la port\u00e9e intra- et inter-organisationnelle<\/li>\n<\/ul>\n\n\n\n<p>En r\u00e9sultent ensuite les <strong>cons\u00e9quences<\/strong> se r\u00e9f\u00e9rant \u00e0 la performance interm\u00e9diaire et \u00e0 la gestion de risques.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-3 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"368\" data-id=\"5430\" src=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/Data-framework-1-1024x368.jpg\" alt=\"\" class=\"wp-image-5430\" srcset=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/Data-framework-1-1024x368.jpg 1024w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/Data-framework-1-300x108.jpg 300w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/Data-framework-1-768x276.jpg 768w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/Data-framework-1-1536x552.jpg 1536w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/Data-framework-1-2048x737.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 3 : Le mod\u00e8le conceptuel de la gouvernance des donn\u00e9es (Abraham et al. 2019, p. 428)<\/em><\/figcaption><\/figure>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Les enjeux et les d\u00e9fis de Voltron<\/strong><\/h2>\n\n\n\n<p>En tant que robot hautement technologique, il n\u2019est pas surprenant que Voltron, l\u00e9gendaire gouverneur des donn\u00e9es, touche \u00e9galement au Big Data. Gr\u00e2ce \u00e0 des BDAS (Big Data Algorithmic System), il est capable de traiter des donn\u00e9es d\u00e9structur\u00e9es, composantes majeures du Big Data (Janssen 2020, p. 1) en utilisant du Machine Learning (ML). Cela permet d\u2019\u00e9viter toute intervention humaine. Mais si un virus Galra parvenait \u00e0 s\u2019infiltrer et causer des erreurs ou failles dans la qualit\u00e9 des donn\u00e9es, les d\u00e9cisions prises ensuite seraient incorrectes voire biais\u00e9es, mena\u00e7ant divers aspects de l\u2019univers organisationnel (ex. sa r\u00e9putation). C\u2019est pour cela que Voltron contr\u00f4le la qualit\u00e9 des donn\u00e9es et le respect des exigences l\u00e9gales et \u00e9thiques. Le but est d\u2019avoir une prise rigoureuse sur le processus de d\u00e9cision du BDAS afin de garantir des donn\u00e9es de qualit\u00e9. Cela permet de prendre des d\u00e9cisions fiables, favorisant la confiance et la transparence pour les <em>user<\/em>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Le futur de l\u2019univers organisationnel<\/strong><\/h2>\n\n\n\n<p>Depuis l\u2019apparition du gouverneur l\u00e9gendaire de donn\u00e9es, les forces chaotiques de l\u2019Empire Galra se sont vues affaiblies. Mais il ne faut surtout pas baisser sa garde ! Il est important de se rallier \u00e0 Voltron et de veiller au bon fonctionnement de l\u2019univers organisationnel afin qu\u2019il continue de s\u2019\u00e9panouir efficacement en toute s\u00e9curit\u00e9. Et qui sait, peut-\u00eatre qu\u2019un de ces lions vous choisira comme pilote d\u00e9fendeur ou d\u00e9fenseuse de la gouvernance des donn\u00e9es&nbsp;\ud83d\ude09<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Bibliographie<\/strong><\/h2>\n\n\n\n<p>ABRAHAM, Rene, SCHNEIDER, Johannes, et BROCKE, Jan Vom, 2019. Data governance: A conceptual framework, structured review, and research agenda. <em>International Journal of Information Management<\/em>. Vol. 49, pp. 424-438. DOI 10.1016\/j.ijinfomgt.2019.07.008.<\/p>\n\n\n\n<p>BOLOGNESI, Luigi, et al., 2024. <em>Gouvernance des donn\u00e9es<\/em> [en ligne]. M3C2 S\u00e9minaire, Gen\u00e8ve. 29 novembre 2024. Disponible \u00e0 l\u2019adresse\u00a0: https:\/\/cyberlearn.hes-so.ch\/course\/view.php?id=3385 (consult\u00e9 le 4 d\u00e9cembre 2024).<\/p>\n\n\n\n<p>IBM Technology, 2022. <em>Data Governance Explained in 5 Minutes<\/em> [en ligne]. YouTube, 15 juillet 2022. Disponible \u00e0 l\u2019adresse\u00a0: <a href=\"https:\/\/www.youtube.com\/watch?v=uPsUjKLHLAg\">https:\/\/www.youtube.com\/watch?v=uPsUjKLHLAg<\/a> (consult\u00e9 le 29 novembre 2024).<\/p>\n\n\n\n<p>JANSSEN, Marijn et al., 2020. Data governance: Organizing data for trustworthy Artificial Intelligence. <em>Government Information Quarterly<\/em>. Vol. 37, no 3, 101493. DOI 10.1016\/j.giq.2020.101493.<\/p>\n\n\n\n<p>VOLTRON WIKI, 2024. Voltron (Legendary Defender). <em>Voltron.fandom<\/em> [en ligne]. 18 novembre 2024. Disponible \u00e0 l\u2019adresse : <a href=\"https:\/\/voltron.fandom.com\/wiki\/Voltron_(Legendary_Defender)\">https:\/\/voltron.fandom.com\/wiki\/Voltron_(Legendary_Defender)<\/a> (consult\u00e9 le 2 d\u00e9cembre 2024).<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Alors que l\u2019empire Galra du chaos institutionnel gagne en terrain et que tout espoir d\u2019ordre semble perdu, Voltron, gouverneur l\u00e9gendaire des donn\u00e9es, surgit in extremis pour sauver l\u2019univers organisationnel et r\u00e9tablir la paix ! Mais en fait\u2026 c\u2019est quoi, la &hellip; <a href=\"https:\/\/campus.hesge.ch\/blog-master-is\/voltron-defendeur-legendaire-de-la-gouvernance-des-donnees\/\">Lire la suite\u00ad\u00ad<\/a><\/p>\n","protected":false},"author":131,"featured_media":5428,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23,15],"tags":[28,232,27],"class_list":["post-5422","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gouvernance-des-donnees","category-information-donnees","tag-donnees","tag-gouvernance-des-donnees","tag-information"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Voltron : d\u00e9fendeur l\u00e9gendaire de la gouvernance des donn\u00e9es - Recherche d&#039;Id\u00e9eS<\/title>\n<meta name=\"description\" content=\"Voltron, repr\u00e9sentant l\u00e9gendaire de la gouvernance des donn\u00e9es, sauve l\u2019univers organisationnel de l\u2019empire Galra du chaos institutionnel.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/campus.hesge.ch\/blog-master-is\/voltron-defendeur-legendaire-de-la-gouvernance-des-donnees\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Voltron : d\u00e9fendeur l\u00e9gendaire de la gouvernance des donn\u00e9es - Recherche d&#039;Id\u00e9eS\" \/>\n<meta property=\"og:description\" content=\"Voltron, repr\u00e9sentant l\u00e9gendaire de la gouvernance des donn\u00e9es, sauve l\u2019univers organisationnel de l\u2019empire Galra du chaos institutionnel.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/campus.hesge.ch\/blog-master-is\/voltron-defendeur-legendaire-de-la-gouvernance-des-donnees\/\" \/>\n<meta property=\"og:site_name\" content=\"Recherche d&#039;Id\u00e9eS\" \/>\n<meta property=\"article:published_time\" content=\"2024-12-16T20:02:01+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-30T09:52:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/Voltron_formed.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"808\" \/>\n\t<meta property=\"og:image:height\" content=\"753\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Karine B. 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