{"id":1123,"date":"2020-05-06T23:07:06","date_gmt":"2020-05-06T21:07:06","guid":{"rendered":"https:\/\/lestempselectriques.net\/?p=1123"},"modified":"2021-10-03T17:35:35","modified_gmt":"2021-10-03T15:35:35","slug":"ia-algorithmes-big-data-data-science-inventaire-des-cadres-ethiques-et-politiques","status":"publish","type":"post","link":"https:\/\/lestempselectriques.net\/index.php\/2020\/05\/06\/ia-algorithmes-big-data-data-science-inventaire-des-cadres-ethiques-et-politiques\/","title":{"rendered":"IA, Algorithmes, Big Data, Data Science, Robotique : inventaire des cadres \u00e9thiques et politiques"},"content":{"rendered":"\n<div class=\"tableauPlaceholder\" id=\"viz1588799978950\" style=\"position: relative\"><noscript><a href=\"#\"><img decoding=\"async\" alt=\" \" src=\"https:\/\/public.tableau.com\/static\/images\/Di\/DigitalPolicyFrameworks\/Dashboard\/1_rss.png\" style=\"border: none\"><\/a><\/noscript><object class=\"tableauViz\" style=\"display:none;\"><param name=\"host_url\" value=\"https%3A%2F%2Fpublic.tableau.com%2F\"> <param name=\"embed_code_version\" value=\"3\"> <param name=\"site_root\" value=\"\"><param name=\"name\" value=\"DigitalPolicyFrameworks\/Dashboard\"><param name=\"tabs\" value=\"no\"><param name=\"toolbar\" value=\"no\"><param name=\"static_image\" value=\"https:\/\/public.tableau.com\/static\/images\/Di\/DigitalPolicyFrameworks\/Dashboard\/1.png\"> <param name=\"animate_transition\" value=\"yes\"><param name=\"display_static_image\" value=\"yes\"><param name=\"display_spinner\" value=\"yes\"><param name=\"display_overlay\" value=\"yes\"><param name=\"display_count\" value=\"yes\"><param name=\"filter\" value=\"publish=yes\"><\/object><\/div>                <script type=\"text\/javascript\">                    var divElement = document.getElementById('viz1588799978950');                    var vizElement = divElement.getElementsByTagName('object')[0];                    if ( divElement.offsetWidth > 800 ) { vizElement.style.width='550px';vizElement.style.height='1575px';} else if ( divElement.offsetWidth > 500 ) { vizElement.style.width='550px';vizElement.style.height='1575px';} else { vizElement.style.width='100%';vizElement.style.height='1850px';}                     var scriptElement = document.createElement('script');                    scriptElement.src = 'https:\/\/public.tableau.com\/javascripts\/api\/viz_v1.js';                    vizElement.parentNode.insertBefore(scriptElement, vizElement);                <\/script>\n\n\n\n<p class=\"has-very-light-gray-background-color has-background has-medium-font-size\"><em><em><em>Apr\u00e8s la vague \u00e9thique en 2018, la production mondiale de cadres de r\u00e9gulation de l&rsquo;IA, du Big Data, des algorithmes, de la robotique et de la Data Science semble s&rsquo;\u00eatre ralentie depuis 2019. Qui sont les principaux producteurs ? Quels sont ces documents ? Quels en sont les principes ? Naviguez dans cette intense production, publi\u00e9e pour la premi\u00e8re fois dans \u00ab\u00a0<a rel=\"noreferrer noopener\" href=\"https:\/\/lestempselectriques.net\/index.php\/lintelligence-artificielle-en-proces\/\" target=\"_blank\">l&rsquo;intelligence artificielle en proc\u00e8s<\/a>\u00ab\u00a0, gr\u00e2ce \u00e0 <\/em><\/em><\/em>cette dataviz !<\/p>\n\n\n\n<!--more-->\n\n\n\n<p><meta charset=\"utf-8\"><strong>Fin des mises \u00e0 jour le 3 octobre 2021<\/strong> : ajout d&rsquo;une s\u00e9rie de 10 derniers documents<\/p>\n\n\n\n<p><strong>Mise \u00e0 jour du 2 janvier 2021<\/strong> : mise \u00e0 jour d&rsquo;entr\u00e9es et ajout d&rsquo;infobulles dans la liste des cadres de r\u00e9gulation<\/p>\n\n\n\n<p><strong>Mise \u00e0 jour du 21 ao\u00fbt 2020 et 11 septembre 2020 <\/strong> : mise \u00e0 jour d&rsquo;entr\u00e9es<\/p>\n\n\n\n<p><strong>Mise \u00e0 jour du 11 ao\u00fbt 2020<\/strong> : mise \u00e0 jour d&rsquo;entr\u00e9es, notamment \u00e0 partir du site de l&rsquo;agence des droits fondamentaux de l&rsquo;Union europ\u00e9enne (FRA &#8211; <a rel=\"noreferrer noopener\" href=\"https:\/\/fra.europa.eu\/en\/project\/2018\/artificial-intelligence-big-data-and-fundamental-rights\/ai-policy-initiatives\" target=\"_blank\">AI Policy Initiatives 2016-2020<\/a>)<\/p>\n\n\n\n<p><strong>Mise \u00e0 jour du 6 juin 2020<\/strong> : ajout d&rsquo;une recherche par auteur et mise \u00e0 jour d&rsquo;entr\u00e9es<\/p>\n\n\n\n<p><strong>Mise \u00e0 jour du 20 mai 2020<\/strong> : mise \u00e0 jour d&rsquo;entr\u00e9es \u00e0 partir d&rsquo;une \u00e9tude du Parlement Europ\u00e9en (<a rel=\"noreferrer noopener\" href=\"https:\/\/www.europarl.europa.eu\/RegData\/etudes\/STUD\/2020\/634452\/EPRS_STU(2020)634452_EN.pdf\" target=\"_blank\">The Ethics of Artificial Intelligence: Issues and initiatives<\/a>)<\/p>\n\n\n\n<p><strong>Mise \u00e0 jour du 13 mai 2020<\/strong> : la visualisation s&rsquo;enrichit d&rsquo;une section qualitative avec les principes d\u00e9gag\u00e9s par ces cadres de r\u00e9gulation. Les documents contraignants et non-contraignants contenant des principes, lignes directrices ou des chartes ont \u00e9t\u00e9 trait\u00e9s avec l&rsquo;outil de fouille de donn\u00e9es <a rel=\"noreferrer noopener\" href=\"https:\/\/voyant-tools.org\" target=\"_blank\">Voyant Tools<\/a>. Le poids de chacun des \u00e9l\u00e9ments a \u00e9t\u00e9 \u00e9valu\u00e9 dans les documents puis agr\u00e9g\u00e9. Vous pouvez donc d\u00e9sormais \u00ab\u00a0naviguer\u00a0\u00bb entre les sources, l&rsquo;ann\u00e9e et les principes pour identifier par exemple lesquels ont eu le plus de poids dans les documents du secteur priv\u00e9, des autorit\u00e9s nationales ou des organisations internationales.<\/p>\n\n\n\n<p><strong>Sources de la datavisualisation :<\/strong> <\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Principales sources : <a rel=\"noreferrer noopener\" href=\"https:\/\/inventory.algorithmwatch.org\/\" target=\"_blank\">Algorithm Watch<\/a>, <a rel=\"noreferrer noopener\" href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=3518482\" target=\"_blank\">Berkman Klein Center<\/a>, <a rel=\"noreferrer noopener\" href=\"https:\/\/www.nature.com\/articles\/s42256-019-0088-2\" target=\"_blank\">ETH Zurich<\/a>, <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.einstein.ai\/frameworks-tool-kits-principles-and-oaths-oh-my\/\" target=\"_blank\">blog.einstein.ia<\/a>, <a rel=\"noreferrer noopener\" href=\"https:\/\/fra.europa.eu\/en\/project\/2018\/artificial-intelligence-big-data-and-fundamental-rights\/ai-policy-initiatives\" target=\"_blank\">Fundamental Rights Agency (FRA)<\/a>, <a href=\"https:\/\/www.europarl.europa.eu\/RegData\/etudes\/STUD\/2020\/634452\/EPRS_STU(2020)634452_EN.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Parlement europ\u00e9en<\/a> et un bon moteur de recherche comme <a rel=\"noreferrer noopener\" href=\"https:\/\/duckduckgo.com\/\" target=\"_blank\">DuckDuckGo<\/a><\/li><li>Fichier source en open data disponible sur <a rel=\"noreferrer noopener\" href=\"https:\/\/docs.google.com\/spreadsheets\/d\/1mU2brATV_fgd5MRGfT2ASOFepAI1pivwhGm0VCT22_U\/edit?usp=sharing\" target=\"_blank\">Google Sheets<\/a> &#8211; <a rel=\"noreferrer noopener\" href=\"https:\/\/creativecommons.org\/licenses\/by-nc-sa\/4.0\/\" target=\"_blank\">Licence Creative Commons  BY-NC-SA<\/a><a rel=\"noreferrer noopener\" href=\"https:\/\/creativecommons.org\/licenses\/by-sa\/4.0\/deed.fr\" target=\"_blank\"><\/a><\/li><li>Datavisualisation accessible aussi sur <a rel=\"noreferrer noopener\" href=\"https:\/\/public.tableau.com\/views\/DigitalPolicyFrameworks\/Dashboard?:display_count=y&amp;:toolbar=n&amp;:origin=viz_share_link\" target=\"_blank\">Tableau Public<\/a> <\/li><\/ul>\n\n\n\n<p>N&rsquo;h\u00e9sitez \u00e0 me communiquer des mises \u00e0 jour en postant ci-dessous un commentaire !<\/p>\n\n\n<div class=\"sabox-plus-item\"><div class=\"saboxplugin-wrap\" itemtype=\"http:\/\/schema.org\/Person\" itemscope itemprop=\"author\"><div class=\"saboxplugin-tab\"><div class=\"saboxplugin-gravatar\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lestempselectriques.net\/wp-content\/uploads\/2024\/12\/YM-2023.jpg\" width=\"100\"  height=\"100\" alt=\"\" itemprop=\"image\"><\/div><div class=\"saboxplugin-authorname\"><a href=\"https:\/\/lestempselectriques.net\/index.php\/author\/outlandos\/\" class=\"vcard author\" rel=\"author\"><span class=\"fn\">Yannick MENECEUR<\/span><\/a><\/div><div class=\"saboxplugin-desc\"><div itemprop=\"description\"><p>Magistrat et ma\u00eetre de conf\u00e9rences associ\u00e9 \u00e0 l&rsquo;universit\u00e9 de Strasbourg<br \/>\nAuteur des ouvrages \u00ab\u00a0<a href=\"https:\/\/lestempselectriques.net\/index.php\/lintelligence-artificielle-en-proces\/\">L&rsquo;intelligence artificielle en proc\u00e8s<\/a>\u00a0\u00bb (Bruylant) et \u00ab\u00a0<a href=\"https:\/\/boutique.lexisnexis.fr\/13394-ia-generative-et-professionnels-du-droit\/\">IA g\u00e9n\u00e9rative et professionnels du droit<\/a>\u00a0\u00bb (LexisNexis)<\/p>\n<p><em>Les opinions exprim\u00e9es n&rsquo;engagent que son auteur.<\/em><\/p>\n<\/div><\/div><div class=\"clearfix\"><\/div><div class=\"saboxplugin-socials \"><a title=\"Linkedin\" target=\"_blank\" href=\"http:\/\/www.linkedin.com\/in\/yannickmeneceur\" rel=\"nofollow noopener\" class=\"saboxplugin-icon-grey\"><svg 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target=\"_blank\" href=\"https:\/\/www.facebook.com\/yannick.meneceur\" rel=\"nofollow noopener\" class=\"saboxplugin-icon-grey\"><svg aria-hidden=\"true\" class=\"sab-facebook\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 264 512\"><path fill=\"currentColor\" d=\"M76.7 512V283H0v-91h76.7v-71.7C76.7 42.4 124.3 0 193.8 0c33.3 0 61.9 2.5 70.2 3.6V85h-48.2c-37.8 0-45.1 18-45.1 44.3V192H256l-11.7 91h-73.6v229\"><\/path><\/svg><\/span><\/a><a title=\"Instagram\" target=\"_blank\" href=\"https:\/\/www.instagram.com\/yannick.meneceur\/\" rel=\"nofollow noopener\" class=\"saboxplugin-icon-grey\"><svg aria-hidden=\"true\" class=\"sab-instagram\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\"><path fill=\"currentColor\" d=\"M224.1 141c-63.6 0-114.9 51.3-114.9 114.9s51.3 114.9 114.9 114.9S339 319.5 339 255.9 287.7 141 224.1 141zm0 189.6c-41.1 0-74.7-33.5-74.7-74.7s33.5-74.7 74.7-74.7 74.7 33.5 74.7 74.7-33.6 74.7-74.7 74.7zm146.4-194.3c0 14.9-12 26.8-26.8 26.8-14.9 0-26.8-12-26.8-26.8s12-26.8 26.8-26.8 26.8 12 26.8 26.8zm76.1 27.2c-1.7-35.9-9.9-67.7-36.2-93.9-26.2-26.2-58-34.4-93.9-36.2-37-2.1-147.9-2.1-184.9 0-35.8 1.7-67.6 9.9-93.9 36.1s-34.4 58-36.2 93.9c-2.1 37-2.1 147.9 0 184.9 1.7 35.9 9.9 67.7 36.2 93.9s58 34.4 93.9 36.2c37 2.1 147.9 2.1 184.9 0 35.9-1.7 67.7-9.9 93.9-36.2 26.2-26.2 34.4-58 36.2-93.9 2.1-37 2.1-147.8 0-184.8zM398.8 388c-7.8 19.6-22.9 34.7-42.6 42.6-29.5 11.7-99.5 9-132.1 9s-102.7 2.6-132.1-9c-19.6-7.8-34.7-22.9-42.6-42.6-11.7-29.5-9-99.5-9-132.1s-2.6-102.7 9-132.1c7.8-19.6 22.9-34.7 42.6-42.6 29.5-11.7 99.5-9 132.1-9s102.7-2.6 132.1 9c19.6 7.8 34.7 22.9 42.6 42.6 11.7 29.5 9 99.5 9 132.1s2.7 102.7-9 132.1z\"><\/path><\/svg><\/span><\/a><a title=\"User email\" target=\"_self\" href=\"mailto:y&#097;&#110;&#110;i&#099;k.&#109;&#101;n&#101;c&#101;ur&#064;&#112;m&#046;&#109;&#101;\" rel=\"nofollow noopener\" class=\"saboxplugin-icon-grey\"><svg aria-hidden=\"true\" class=\"sab-user_email\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path fill=\"currentColor\" d=\"M502.3 190.8c3.9-3.1 9.7-.2 9.7 4.7V400c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V195.6c0-5 5.7-7.8 9.7-4.7 22.4 17.4 52.1 39.5 154.1 113.6 21.1 15.4 56.7 47.8 92.2 47.6 35.7.3 72-32.8 92.3-47.6 102-74.1 131.6-96.3 154-113.7zM256 320c23.2.4 56.6-29.2 73.4-41.4 132.7-96.3 142.8-104.7 173.4-128.7 5.8-4.5 9.2-11.5 9.2-18.9v-19c0-26.5-21.5-48-48-48H48C21.5 64 0 85.5 0 112v19c0 7.4 3.4 14.3 9.2 18.9 30.6 23.9 40.7 32.4 173.4 128.7 16.8 12.2 50.2 41.8 73.4 41.4z\"><\/path><\/svg><\/span><\/a><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Apr\u00e8s la vague \u00e9thique en 2018, la production mondiale de cadres de r\u00e9gulation de l&rsquo;IA, du Big Data, des algorithmes, de la robotique et de la Data Science semble s&rsquo;\u00eatre ralentie depuis 2019. Qui sont les principaux producteurs ? Quels sont ces documents ? Quels en sont les principes ? Naviguez dans cette intense production,&hellip; <a class=\"read-more-link\" href=\"https:\/\/lestempselectriques.net\/index.php\/2020\/05\/06\/ia-algorithmes-big-data-data-science-inventaire-des-cadres-ethiques-et-politiques\/\">Plus&#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"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}},"categories":[93],"tags":[42,8,124,115,4,92,116],"coauthors":[17],"class_list":["post-1123","post","type-post","status-publish","format-standard","hentry","category-rootia","tag-algorithmes","tag-big-data","tag-data-science","tag-dataviz","tag-intelligence-artificielle","tag-lintelligence-artificielle-en-proces","tag-tableau"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/lestempselectriques.net\/index.php\/wp-json\/wp\/v2\/posts\/1123","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lestempselectriques.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lestempselectriques.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lestempselectriques.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/lestempselectriques.net\/index.php\/wp-json\/wp\/v2\/comments?post=1123"}],"version-history":[{"count":32,"href":"https:\/\/lestempselectriques.net\/index.php\/wp-json\/wp\/v2\/posts\/1123\/revisions"}],"predecessor-version":[{"id":1980,"href":"https:\/\/lestempselectriques.net\/index.php\/wp-json\/wp\/v2\/posts\/1123\/revisions\/1980"}],"wp:attachment":[{"href":"https:\/\/lestempselectriques.net\/index.php\/wp-json\/wp\/v2\/media?parent=1123"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lestempselectriques.net\/index.php\/wp-json\/wp\/v2\/categories?post=1123"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lestempselectriques.net\/index.php\/wp-json\/wp\/v2\/tags?post=1123"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/lestempselectriques.net\/index.php\/wp-json\/wp\/v2\/coauthors?post=1123"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}