{"id":2324,"date":"2019-04-21T00:47:00","date_gmt":"2019-04-20T22:47:00","guid":{"rendered":"https:\/\/institutrobertbadinter.fr\/fr\/?post_type=publications&#038;p=2324"},"modified":"2025-08-21T14:46:52","modified_gmt":"2025-08-21T12:46:52","slug":"big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it","status":"publish","type":"publications","link":"https:\/\/institutrobertbadinter.fr\/fr\/publications\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\/","title":{"rendered":"Big data et droit p\u00e9nal : utilisation, compr\u00e9hension et impacts des techniques pr\u00e9dictives (Drop IT)"},"content":{"rendered":"\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-655eaa22-295f-44fb-b599-e431fc65ea06\" href=\"https:\/\/ierdj.fra1.digitaloceanspaces.com\/media_library\/2022\/10\/17-38-Synthese-2.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">17.38_synth\u00e8se<\/a><\/div>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-e0abc92e-32ae-4872-8a6b-55e5aad9b372\" href=\"https:\/\/ierdj.fra1.digitaloceanspaces.com\/media_library\/2022\/10\/17-38-Rapport-final-Rapport-technique.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">17.38_rapport<\/a><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Le projet Big data Drop It s\u2019est attach\u00e9 \u00e0 \u00e9valuer l\u2019int\u00e9r\u00eat et l\u2019impact potentiels de l\u2019introduction du num\u00e9rique et plus sp\u00e9cifiquement de l\u2019intelligence artificielle (IA) en m\u00e9decine l\u00e9gale du vivant par des m\u00e9thodes mixtes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le projet a \u00e9t\u00e9 l\u2019occasion d\u2019entendre trente magistrats fran\u00e7ais, de profils vari\u00e9s, sur la question, d\u2019une part, de l\u2019utilisation des certificats m\u00e9dicaux avec incapacit\u00e9 totale de travail (ITT), et d\u2019autre part, sur leurs repr\u00e9sentations et compr\u00e9hensions du num\u00e9rique et de l\u2019intelligence artificielle dans le cadre de l\u2019aide \u00e0 la d\u00e9cision en mati\u00e8re d\u2019ITT.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">On y apprend que le certificat m\u00e9dical d\u00e9livr\u00e9 par le m\u00e9decin l\u00e9giste, s\u2019il suscite r\u00e9guli\u00e8rement des interrogations de la part des magistrats, qui ne s\u2019expliquent pas toujours une variabilit\u00e9 apparente et importante en mati\u00e8re de conclusions et d\u2019ITT, n\u2019est jamais directement remis en cause. Il est une pi\u00e8ce mat\u00e9rialisant la parole des plaignants. Les magistrats interrog\u00e9s souhaiteraient que les documents soient les plus circonstanci\u00e9s, clairs et argument\u00e9s possibles, en particulier sur le versant psychologique.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La culture num\u00e9rique des magistrats interrog\u00e9s ne les pr\u00e9pare \u00e0 ce jour pas \u00e0 une utilisation suffisamment \u00e9clair\u00e9e de ces outils. Leur relation \u00e0 l\u2019IA appara\u00eet ambivalente, entre fatalisme, opportunit\u00e9s de marge de man\u0153uvre dans leur raisonnement et d\u00e9cision et m\u00e9fiance. La question du remplacement, d\u2019abord des m\u00e9decins, puis d\u2019autres acteurs impliqu\u00e9s dans la cha\u00eene judiciaire jusqu\u2019\u00e0 eux-m\u00eames, par des algorithmes pour des t\u00e2ches \u00e9minemment humaines mais n\u00e9cessitant des ressources chaque jour plus insuffisantes en pratique, est omnipr\u00e9sente.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le projet a \u00e9t\u00e9 aussi l\u2019occasion de contribuer significativement \u00e0 la structuration des outils num\u00e9riques \u00e0 destination de la m\u00e9decine l\u00e9gale, dans une optique double de mise \u00e0 disposition d\u2019un outil pour la pratique courante qui soit standardis\u00e9, de qualit\u00e9 industrielle et d\u00e9di\u00e9 \u00e0 cette pratique et d\u2019outils facilitant la recherche multicentrique classique ou impliquant l\u2019IA et les \u00ab&nbsp;nouvelles&nbsp;\u00bb m\u00e9thodes num\u00e9riques. Le r\u00e9seau ORF\u00e9AD \u2013 Outils et r\u00e9seau pour la f\u00e9d\u00e9ration, l\u2019analyse et l\u2019utilisation des donn\u00e9es en m\u00e9decine l\u00e9gale \u2013 a pu continuer \u00e0 \u00e9merger et \u00e0 s\u2019orienter vers un dispositif sociotechnique p\u00e9renne. Ce dispositif repose un ensemble d\u2019outils permettant la f\u00e9d\u00e9ration de documents m\u00e9dicaux issus d\u2019une douzaine de centres de m\u00e9decine l\u00e9gale, et l\u2019extraction des donn\u00e9es \u00e0 partir de ces documents m\u00e9dicaux. En r\u00e9sulte une base de donn\u00e9es homog\u00e8ne regroupant les donn\u00e9es des douze centres, qui peuvent \u00eatre analys\u00e9es via la plateforme s\u00e9curis\u00e9e Spe3dLab.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ces deux initiatives convergent vers l\u2019id\u00e9e d\u2019une harmonisation sinon des pratiques, au moins du recueil de donn\u00e9es permettant d\u2019analyser les pratiques en mati\u00e8re d\u2019ITT. Plusieurs projets ont d\u2019ores et d\u00e9j\u00e0 d\u00e9but\u00e9, sur la base de ce r\u00e9seau, contribuant \u00e0 son d\u00e9veloppement, sa visibilit\u00e9 et sa valorisation interdisciplinaire.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Enfin, le projet a permis d\u2019explorer de premiers mod\u00e8les d\u2019algorithmes d\u2019aide \u00e0 la d\u00e9cision en mati\u00e8re d\u2019ITT, sur la base des donn\u00e9es recueillies par le r\u00e9seau ORF\u00e9AD. Ces premiers algorithmes, qui restent \u00e0 \u00e9tudier plus en d\u00e9tail, sont riches d\u2019enseignements et apportent&nbsp; des informations pr\u00e9cieuses pour le futur.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-orange-color\">Cette recherche est issue de l&rsquo;appel \u00e0 projet sur le th\u00e8me : AO Droit, justice et num\u00e9rique<\/mark><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"featured_media":0,"template":"","disciplines":[1777],"collections":[119],"publication_tag":[248,24,128],"auteurs":[164],"class_list":["post-2324","publications","type-publications","status-publish","hentry","disciplines-medecine","collections-rapports-de-recherche","publication_tag-algorithmes","publication_tag-intelligence-artificielle","publication_tag-numerique-2","auteurs-thomas-lefevre"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Big data et droit p\u00e9nal : utilisation, compr\u00e9hension et impacts des techniques pr\u00e9dictives (Drop IT) - INSTITUT ROBERT BADINTER<\/title>\n<meta name=\"description\" content=\"17.38_synth\u00e8se 17.38_rapport Le projet Big data Drop It s\u2019est attach\u00e9 \u00e0 \u00e9valuer l\u2019int\u00e9r\u00eat et l\u2019impact potentiels de l\u2019introduction du num\u00e9rique et plus\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/institutrobertbadinter.fr\/fr\/publications\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Big data et droit p\u00e9nal : utilisation, compr\u00e9hension et impacts des techniques pr\u00e9dictives (Drop IT) - INSTITUT ROBERT BADINTER\" \/>\n<meta property=\"og:description\" content=\"17.38_synth\u00e8se 17.38_rapport Le projet Big data Drop It s\u2019est attach\u00e9 \u00e0 \u00e9valuer l\u2019int\u00e9r\u00eat et l\u2019impact potentiels de l\u2019introduction du num\u00e9rique et plus\" \/>\n<meta property=\"og:url\" content=\"https:\/\/institutrobertbadinter.fr\/fr\/publications\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\/\" \/>\n<meta property=\"og:site_name\" content=\"INSTITUT ROBERT BADINTER\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-21T12:46:52+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/publications\\\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\\\/\",\"url\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/publications\\\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\\\/\",\"name\":\"Big data et droit p\u00e9nal : utilisation, compr\u00e9hension et impacts des techniques pr\u00e9dictives (Drop IT) - INSTITUT ROBERT BADINTER\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/#website\"},\"datePublished\":\"2019-04-20T22:47:00+00:00\",\"dateModified\":\"2025-08-21T12:46:52+00:00\",\"description\":\"17.38_synth\u00e8se 17.38_rapport Le projet Big data Drop It s\u2019est attach\u00e9 \u00e0 \u00e9valuer l\u2019int\u00e9r\u00eat et l\u2019impact potentiels de l\u2019introduction du num\u00e9rique et plus\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/publications\\\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/publications\\\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/publications\\\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Publications\",\"item\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/publications\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Big data et droit p\u00e9nal : utilisation, compr\u00e9hension et impacts des techniques pr\u00e9dictives (Drop IT)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/#website\",\"url\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/\",\"name\":\"INSTITUT ROBERT BADINTER\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/#organization\"},\"alternateName\":\"IRB\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/#organization\",\"name\":\"INSTITUT ROBERT BADINTER\",\"url\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/ierdj.fra1.digitaloceanspaces.com\\\/media_library\\\/2025\\\/06\\\/logo-c10014.svg\",\"contentUrl\":\"https:\\\/\\\/ierdj.fra1.digitaloceanspaces.com\\\/media_library\\\/2025\\\/06\\\/logo-c10014.svg\",\"caption\":\"INSTITUT ROBERT BADINTER\"},\"image\":{\"@id\":\"https:\\\/\\\/institutrobertbadinter.fr\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Big data et droit p\u00e9nal : utilisation, compr\u00e9hension et impacts des techniques pr\u00e9dictives (Drop IT) - INSTITUT ROBERT BADINTER","description":"17.38_synth\u00e8se 17.38_rapport Le projet Big data Drop It s\u2019est attach\u00e9 \u00e0 \u00e9valuer l\u2019int\u00e9r\u00eat et l\u2019impact potentiels de l\u2019introduction du num\u00e9rique et plus","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/institutrobertbadinter.fr\/fr\/publications\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\/","og_locale":"fr_FR","og_type":"article","og_title":"Big data et droit p\u00e9nal : utilisation, compr\u00e9hension et impacts des techniques pr\u00e9dictives (Drop IT) - INSTITUT ROBERT BADINTER","og_description":"17.38_synth\u00e8se 17.38_rapport Le projet Big data Drop It s\u2019est attach\u00e9 \u00e0 \u00e9valuer l\u2019int\u00e9r\u00eat et l\u2019impact potentiels de l\u2019introduction du num\u00e9rique et plus","og_url":"https:\/\/institutrobertbadinter.fr\/fr\/publications\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\/","og_site_name":"INSTITUT ROBERT BADINTER","article_modified_time":"2025-08-21T12:46:52+00:00","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/institutrobertbadinter.fr\/fr\/publications\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\/","url":"https:\/\/institutrobertbadinter.fr\/fr\/publications\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\/","name":"Big data et droit p\u00e9nal : utilisation, compr\u00e9hension et impacts des techniques pr\u00e9dictives (Drop IT) - INSTITUT ROBERT BADINTER","isPartOf":{"@id":"https:\/\/institutrobertbadinter.fr\/fr\/#website"},"datePublished":"2019-04-20T22:47:00+00:00","dateModified":"2025-08-21T12:46:52+00:00","description":"17.38_synth\u00e8se 17.38_rapport Le projet Big data Drop It s\u2019est attach\u00e9 \u00e0 \u00e9valuer l\u2019int\u00e9r\u00eat et l\u2019impact potentiels de l\u2019introduction du num\u00e9rique et plus","breadcrumb":{"@id":"https:\/\/institutrobertbadinter.fr\/fr\/publications\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/institutrobertbadinter.fr\/fr\/publications\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/institutrobertbadinter.fr\/fr\/publications\/big-data-et-droit-penal-utilisation-comprehension-et-impacts-des-techniques-predictives-drop-it\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/institutrobertbadinter.fr\/fr\/"},{"@type":"ListItem","position":2,"name":"Publications","item":"https:\/\/institutrobertbadinter.fr\/fr\/publications\/"},{"@type":"ListItem","position":3,"name":"Big data et droit p\u00e9nal : utilisation, compr\u00e9hension et impacts des techniques pr\u00e9dictives (Drop IT)"}]},{"@type":"WebSite","@id":"https:\/\/institutrobertbadinter.fr\/fr\/#website","url":"https:\/\/institutrobertbadinter.fr\/fr\/","name":"INSTITUT ROBERT BADINTER","description":"","publisher":{"@id":"https:\/\/institutrobertbadinter.fr\/fr\/#organization"},"alternateName":"IRB","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/institutrobertbadinter.fr\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/institutrobertbadinter.fr\/fr\/#organization","name":"INSTITUT ROBERT BADINTER","url":"https:\/\/institutrobertbadinter.fr\/fr\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/institutrobertbadinter.fr\/fr\/#\/schema\/logo\/image\/","url":"https:\/\/ierdj.fra1.digitaloceanspaces.com\/media_library\/2025\/06\/logo-c10014.svg","contentUrl":"https:\/\/ierdj.fra1.digitaloceanspaces.com\/media_library\/2025\/06\/logo-c10014.svg","caption":"INSTITUT ROBERT BADINTER"},"image":{"@id":"https:\/\/institutrobertbadinter.fr\/fr\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/institutrobertbadinter.fr\/fr\/wp-json\/wp\/v2\/publications\/2324","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/institutrobertbadinter.fr\/fr\/wp-json\/wp\/v2\/publications"}],"about":[{"href":"https:\/\/institutrobertbadinter.fr\/fr\/wp-json\/wp\/v2\/types\/publications"}],"wp:attachment":[{"href":"https:\/\/institutrobertbadinter.fr\/fr\/wp-json\/wp\/v2\/media?parent=2324"}],"wp:term":[{"taxonomy":"disciplines","embeddable":true,"href":"https:\/\/institutrobertbadinter.fr\/fr\/wp-json\/wp\/v2\/disciplines?post=2324"},{"taxonomy":"collections","embeddable":true,"href":"https:\/\/institutrobertbadinter.fr\/fr\/wp-json\/wp\/v2\/collections?post=2324"},{"taxonomy":"publication_tag","embeddable":true,"href":"https:\/\/institutrobertbadinter.fr\/fr\/wp-json\/wp\/v2\/publication_tag?post=2324"},{"taxonomy":"auteurs","embeddable":true,"href":"https:\/\/institutrobertbadinter.fr\/fr\/wp-json\/wp\/v2\/auteurs?post=2324"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}