{"id":5346,"date":"2024-12-05T18:10:14","date_gmt":"2024-12-05T18:10:14","guid":{"rendered":"https:\/\/campus.hesge.ch\/blog-master-is\/?p=5346"},"modified":"2025-01-30T09:53:27","modified_gmt":"2025-01-30T09:53:27","slug":"gouvernance-des-donnees-kesako","status":"publish","type":"post","link":"https:\/\/campus.hesge.ch\/blog-master-is\/gouvernance-des-donnees-kesako\/","title":{"rendered":"La gouvernance des donn\u00e9es\u00a0: k\u00e9sako\u00a0?"},"content":{"rendered":"\n<p>&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/GD-300x300.png\" alt=\"\" class=\"wp-image-5469\" srcset=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/GD-300x300.png 300w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/GD-150x150.png 150w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/GD-768x768.png 768w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/GD-730x730.png 730w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/GD-365x365.png 365w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/GD.png 800w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/figure><\/div>\n\n\n<h6 class=\"wp-block-heading has-text-align-center\"><strong>Source&nbsp;: ChatGPT (OpenAI, 2024. <em>ChatGPT<\/em> (Nov 19 version) [Large language model]).<\/strong><\/h6>\n\n\n\n<p>On va commencer par la notion de gouverner. Gouverner c\u2019est r\u00e9gner&nbsp;! La gouvernance, c\u2019est le fait de faire des choix r\u00e9fl\u00e9chis, de la gestion du risque\u2026que de sagesse en un seul mot&nbsp;! Il s\u2019agit donc de strat\u00e9gie, de r\u00e8gles et de bonnes pratiques de pilotage.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-virtue-primary-light-color has-text-color has-link-color wp-elements-526affc830e00c99bf811202c7553e75\"><strong>Les donn\u00e9es ou DATA c\u2019est-\u00e0-dire\u2026<\/strong><\/h2>\n\n\n\n<p>Les donn\u00e9es, tout le monde en parle, et on utilise pour cela tr\u00e8s souvent le mot data, l\u2019\u00e9quivalent anglais encore facile \u00e0 saisir. Mais lorsque l\u2019on utilise le mot data, sait-on vraiment de quoi on parle. Tout un chacun connait certainement ses donn\u00e9es personnelles li\u00e9es \u00e0 l\u2019identit\u00e9 par exemple, mais, a-t-on conscience de ce qui les constitue et de toute l\u2019information qu\u2019elles repr\u00e9sentent r\u00e9ellement&nbsp;?<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-virtue-primary-light-color has-text-color has-link-color wp-elements-4505393ff867fbd4eef86c45a5d83caa\"><strong>Attention&nbsp;! Il ne faut pas confondre donn\u00e9es et informations<\/strong><\/h2>\n\n\n\n<p>Les donn\u00e9es sont des morceaux d\u2019information ; soit un chiffre, une image, un mot qui trouve sa signification une fois analys\u00e9. Par une mise en contexte, les donn\u00e9es constituent des unit\u00e9s d\u2019un sujet.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"404\" height=\"404\" src=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/image-3.png\" alt=\"\" class=\"wp-image-5495\" srcset=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/image-3.png 404w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/image-3-300x300.png 300w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/image-3-150x150.png 150w\" sizes=\"(max-width: 404px) 100vw, 404px\" \/><figcaption class=\"wp-element-caption\">Source: <a href=\"https:\/\/www.pexels.com\/fr-fr\">Pexels<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-virtue-primary-light-color has-text-color has-link-color wp-elements-533caf9e1385b6ae518d3278ebe05cde\"><strong>Imagine un g\u00e9ant de supermarch\u00e9\u2026<\/strong><\/h2>\n\n\n\n<p>Pour saisir l\u2019ampleur et les diff\u00e9rentes sources de donn\u00e9es, prenons pour l\u2019exemple le fait de faire ses courses \u00e0 la Migros.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>D\u00e8s l\u2019entr\u00e9e<\/strong>&nbsp;\ud83d\uded2: Il y a des portiques qui comptent le nombre de clients\n<ol class=\"wp-block-list\">\n<li>Donn\u00e9es collect\u00e9es&nbsp;: (nombre, heures de pointe)<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>A la caisse<\/strong>&nbsp;\ud83d\udcb3: Tu utilises des cartes de fid\u00e9lit\u00e9 pour avoir des r\u00e9ductions. En scannant leur carte, l\u2019entreprise voit ce qu\u2019ils ach\u00e8tent. Et quand tu paies avec ta carte bancaire, le montant d\u00e9pens\u00e9 et \u00e0 quel moment cela a \u00e9t\u00e9 fait est enregistr\u00e9.<ol><li>Donn\u00e9e collect\u00e9e : Quels produits se vendent le mieux, qui ach\u00e8te quoi.<\/li><\/ol>\n<ol class=\"wp-block-list\">\n<li>Donn\u00e9e collect\u00e9e : Montant moyen des achats, pics de vente dans la journ\u00e9e.<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>Sur leur site web ou appli<\/strong> \ud83d\udcf1 : Si tu fais des courses en ligne ou regardes leurs promos sur l\u2019appli, tu laisses des traces de ta navigation sur le site, sur tes pr\u00e9f\u00e9rences\n<ol class=\"wp-block-list\">\n<li>Donn\u00e9e collect\u00e9e : Produits cliqu\u00e9s, abandons de panier.<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>Les r\u00e9seaux sociaux<\/strong> \ud83d\udcf8 : Si tu postes une photo de toi mangeant leur nouveau chocolat \u00e0 la framboise &#8220;Bravo Migros\u2019&#8221;. Directement, ils voient que leur chocolat te plait sur Insta.\n<ul class=\"wp-block-list\">\n<li>Donn\u00e9e collect\u00e9e : Tendances et avis des clients.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>Alors, toujours fan de ta carte cumulus&nbsp;?<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cet exemple illustre bien comment la Migros fait sa gestion gr\u00e2ce aux donn\u00e9es et \u00e0 toutes les informations qu\u2019elle peut en tirer. Et vu le nombre de gens concern\u00e9s tu te doutes qu\u2019il s\u2019agit de donn\u00e9es en masse, et on atteint alors ce qu\u2019on appelle le <strong>BIG DATA<\/strong>.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"933\" height=\"622\" src=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/matrix.png\" alt=\"\" class=\"wp-image-5496\" style=\"width:482px;height:auto\" srcset=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/matrix.png 933w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/matrix-300x200.png 300w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/matrix-768x512.png 768w\" sizes=\"(max-width: 933px) 100vw, 933px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-virtue-primary-light-color has-text-color has-link-color wp-elements-4407f5dcbebb1501edfb6ebbddaabddf\"><strong>Too BIG to fail&nbsp;?<\/strong><\/h2>\n\n\n\n<p class=\"has-text-align-left\">Les Big Data prennent de plus en plus d\u2019importance. Big veut dire grand en anglais, mais le big data est en r\u00e9alit\u00e9 du tr\u00e8s tr\u00e8s grand&nbsp;! Il s\u2019agit de collecte massive de donn\u00e9es. Plus il y a de donn\u00e9es, plus une mauvaise qualit\u00e9 dans une grande quantit\u00e9 de donn\u00e9es peut &nbsp;avoir un impact s\u2019amplifiant. Il est d\u2019autant plus essentiel d\u2019\u00e9viter les biais et erreurs mentionn\u00e9s au d\u00e9but. D\u2019o\u00f9 une surveillance indispensable de la qualit\u00e9 des donn\u00e9es. Des syst\u00e8mes algorithmiques sp\u00e9cifiquement adapt\u00e9s au Big Data(<strong>BDAS<\/strong>) sont de plus en plus utilis\u00e9s pour se mettre au service de la prise de d\u00e9cision par machine learning. \u00c9videmment, on se dit que c\u2019est g\u00e9nial, on a acc\u00e8s \u00e0 des tonnes de donn\u00e9es qui devraient \u00eatre au service de la meilleure d\u00e9cision \u00e0 prendre. La gestion du risque dans ce domaine (risques financiers, d\u00e9g\u00e2t d\u2019image\u2026.) impactera directement l\u2019organisation en cas d\u2019erreurs ou de biais. Le contr\u00f4le qualit\u00e9, les exigences l\u00e9gales et un cadre \u00e9thique sont on le voit bien, indispensables pour une bonne gouvernance.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"933\" height=\"620\" src=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/atte.png\" alt=\"\" class=\"wp-image-5497\" style=\"width:483px;height:auto\" srcset=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/atte.png 933w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/atte-300x199.png 300w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/atte-768x510.png 768w\" sizes=\"(max-width: 933px) 100vw, 933px\" \/><figcaption class=\"wp-element-caption\">Source:<a href=\"https:\/\/www.pexels.com\/fr-fr\"> Pexels<\/a><\/figcaption><\/figure>\n\n\n\n<p>Pour te prouver par a+b que les biais ce n\u2019est pas du chiqu\u00e9, une vid\u00e9o: Un enjeux \u00e9thique&nbsp;: Gender Shade<\/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 title=\"Gender Shades\" width=\"1140\" height=\"641\" src=\"https:\/\/www.youtube.com\/embed\/TWWsW1w-BVo?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><figcaption class=\"wp-element-caption\">BUOLAMWINI, Joy et DAY, Jimmy,2018.<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-virtue-primary-light-color has-text-color has-link-color wp-elements-28386e7985eb2059dd5541505fbb0fe2\"><strong>Un r\u00e9sum\u00e9 des composantes essentielles de la gouvernance des donn\u00e9es<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"908\" height=\"502\" src=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/image-4.png\" alt=\"\" class=\"wp-image-5498\" srcset=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/image-4.png 908w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/image-4-300x166.png 300w, https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/image-4-768x425.png 768w\" sizes=\"(max-width: 908px) 100vw, 908px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-virtue-primary-light-color has-text-color has-link-color wp-elements-7b254f352a5c6dd475bebb52adc7b2ed\"><strong>Bibliographie<\/strong><\/h2>\n\n\n\n<p>BOLOGNESI, Luigi, Paulino, David, Pittet, Gwendoline, et Racaj, delivin\u00eb, 2024. <em>Gouvernance des donn\u00e9es<\/em> [en&nbsp;ligne]. 29 novembre 2024. Disponible \u00e0 l\u2019adresse&nbsp;: https:\/\/cyberlearn.hes-so.ch\/pluginfile.php\/3072865\/mod_resource\/content\/0\/ppt_MA_IS_seminaire_gouvernance_donnees_20241129.pdf [Consult\u00e9&nbsp;le&nbsp;4&nbsp;d\u00e9cembre&nbsp;2024].<\/p>\n\n\n\n<p>BUOLAMWINI, Joy et DAY, Jimmy, 2018. Gender Shades [en ligne] MIT Media Lab, 9 f\u00e9vrier 2018. Disponible \u00e0 l\u2019adresse\u00a0: <a href=\"https:\/\/www.youtube.com\/watch?v=TWWsW1w-BVo\">https:\/\/www.youtube.com\/watch?v=TWWsW1w-BVo<\/a> [consult\u00e9 le 4 d\u00e9cembre 2014].<\/p>\n\n\n\n<p>ChatGPT (OpenAI, 2024. <em>ChatGPT<\/em> (Nov 19 version) [Large language model]). Inspiration, un texte ont \u00e9t\u00e9 reformul\u00e9.<\/p>\n\n\n\n<p>ISO, 2022. <em>Information et documentation-Gouvernance de l\u2019information-Concept et principe.<\/em> [en ligne]&nbsp;: International Organization for Standardization ISO 24143 2022. Disponible \u00e0 l\u2019adresse&nbsp;: <a href=\"https:\/\/viewrw.snv.ch\/product\/28238\/en\">https:\/\/viewrw.snv.ch\/product\/28238\/en<\/a> [consult\u00e9 le 5 d\u00e9cembre 2024].<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Source&nbsp;: ChatGPT (OpenAI, 2024. ChatGPT (Nov 19 version) [Large language model]). On va commencer par la notion de gouverner. Gouverner c\u2019est r\u00e9gner&nbsp;! La gouvernance, c\u2019est le fait de faire des choix r\u00e9fl\u00e9chis, de la gestion du risque\u2026que de sagesse &hellip; <a href=\"https:\/\/campus.hesge.ch\/blog-master-is\/gouvernance-des-donnees-kesako\/\">Lire la suite\u00ad\u00ad<\/a><\/p>\n","protected":false},"author":138,"featured_media":5469,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16,23],"tags":[],"class_list":["post-5346","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-big-data","category-gouvernance-des-donnees"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>La gouvernance des donn\u00e9es\u00a0: k\u00e9sako\u00a0? - Recherche d&#039;Id\u00e9eS<\/title>\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\/gouvernance-des-donnees-kesako\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"La gouvernance des donn\u00e9es\u00a0: k\u00e9sako\u00a0? - Recherche d&#039;Id\u00e9eS\" \/>\n<meta property=\"og:description\" content=\"&nbsp; Source&nbsp;: ChatGPT (OpenAI, 2024. ChatGPT (Nov 19 version) [Large language model]). On va commencer par la notion de gouverner. Gouverner c\u2019est r\u00e9gner&nbsp;! La gouvernance, c\u2019est le fait de faire des choix r\u00e9fl\u00e9chis, de la gestion du risque\u2026que de sagesse &hellip; Lire la suite\u00ad\u00ad\" \/>\n<meta property=\"og:url\" content=\"https:\/\/campus.hesge.ch\/blog-master-is\/gouvernance-des-donnees-kesako\/\" \/>\n<meta property=\"og:site_name\" content=\"Recherche d&#039;Id\u00e9eS\" \/>\n<meta property=\"article:published_time\" content=\"2024-12-05T18:10:14+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-30T09:53:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/campus.hesge.ch\/blog-master-is\/wp-content\/uploads\/2024\/12\/GD.png\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Isabelle Fr\u00e9zier\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Isabelle Fr\u00e9zier\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/campus.hesge.ch\/blog-master-is\/gouvernance-des-donnees-kesako\/\",\"url\":\"https:\/\/campus.hesge.ch\/blog-master-is\/gouvernance-des-donnees-kesako\/\",\"name\":\"La gouvernance des donn\u00e9es\u00a0: k\u00e9sako\u00a0? 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