{"id":152371,"date":"2025-03-08T08:50:00","date_gmt":"2025-03-08T07:50:00","guid":{"rendered":"https:\/\/sftarticles.wpenginepowered.com\/es\/?p=350215"},"modified":"2025-06-11T20:19:17","modified_gmt":"2025-06-11T19:19:17","slug":"nouveau-modele-dia-detecte-des-commentaires-toxiques-avec-une-precision-de-876-2","status":"publish","type":"post","link":"https:\/\/cms-articles.softonic.io\/fr\/nouveau-modele-dia-detecte-des-commentaires-toxiques-avec-une-precision-de-876-2\/","title":{"rendered":"Nouveau mod\u00e8le d&#039;IA d\u00e9tecte des commentaires toxiques avec une pr\u00e9cision de 87,6%"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Des chercheurs d&#8217;Australie et du Bangladesh ont d\u00e9velopp\u00e9 un mod\u00e8le d&#8217;apprentissage automatique innovant qui <strong>peut d\u00e9tecter des commentaires toxiques sur les r\u00e9seaux sociaux avec une pr\u00e9cision de 87,6 %.<\/strong><\/p>\n\n<div class=\"sc-card-program\">\r\n  <div class=\"sc-card-program__body\">\r\n    <div class=\"sc-card-program__row clearfix\">\r\n      <div class=\"sc-card-program__col-logo\">\r\n        <img decoding=\"async\" class=\"sc-card-program__img\" src=\"https:\/\/images.sftcdn.net\/images\/t_app-icon-s\/p\/c162012f-3d10-436b-a6b5-fde423154d8c\/3464089414\/amazon-prime-video-download-amazon-prime-video.jpg\" alt=\"Amazon Prime Video\" width=\"100px\" height=\"100px\">\r\n      <\/div>\r\n      <div class=\"sc-card-program__col-title\">\r\n        <span class=\"sc-card-program__title\">Amazon Prime Video<\/span>\r\n        <a class=\"sc-card-program__button sc-card-program-internal\" href=\"https:\/\/amazon-prime-video.softonic.com\/\" target=\"_self\" rel=\"noopener noreferrer\">T\u00c9L\u00c9CHARGER<\/a>\r\n      <\/div>\r\n      <div class=\"sc-card-program__col-rating\">\r\n        \r\n      <\/div>\r\n    <\/div>\r\n    <div class=\"sc-card-program__row\">\r\n      <span class=\"sc-card-program__description\"><\/span>\r\n    <\/div>\r\n    <div class=\"sc-card-program__row\">\r\n      <img decoding=\"async\" class=\"sc-card-program__bigpic\" src=\"\">\r\n    <\/div>\r\n    <a class=\"sc-card-program__link track-link sc-card-program-internal\" href=\"https:\/\/amazon-prime-video.softonic.com\/\" target=\"_self\" rel=\"noopener noreferrer\"><\/a>\r\n  <\/div>\r\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Cette avanc\u00e9e a \u00e9t\u00e9 pr\u00e9sent\u00e9e lors de la conf\u00e9rence 2024 sur l&#8217;Innovation et l&#8217;Intelligence en Informatique, o\u00f9 les pr\u00e9occupations croissantes concernant le cyberharc\u00e8lement et ses effets d\u00e9vastateurs sur la sant\u00e9 mentale des utilisateurs en ligne ont \u00e9t\u00e9 discut\u00e9es.<\/p>\n\n\n<p class=\"wp-block-paragraph\">La combinaison des efforts entre l&#8217;Universit\u00e9 East West au Bangladesh et l&#8217;Universit\u00e9 d&#8217;Australie du Sud a donn\u00e9 lieu \u00e0 un algorithme qui surpasse les mod\u00e8les existants, qui g\u00e9n\u00e8rent souvent un grand nombre de faux positifs.<\/p>\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-twitter wp-block-embed-twitter\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">A novel approach to identifying Internet trolls and toxic content on social media using deep learning. Trolls can no longer hide behind anonymity. In fact, anonymity is an illusion, only believed by fools. <a href=\"https:\/\/twitter.com\/hashtag\/cybersecurity?src=hash&amp;ref_src=twsrc%5Etfw\">#cybersecurity<\/a> <a href=\"https:\/\/twitter.com\/hashtag\/law?src=hash&amp;ref_src=twsrc%5Etfw\">#law<\/a> <a href=\"https:\/\/twitter.com\/hashtag\/legal?src=hash&amp;ref_src=twsrc%5Etfw\">#legal<\/a> <a href=\"https:\/\/twitter.com\/hashtag\/Security?src=hash&amp;ref_src=twsrc%5Etfw\">#Security<\/a> <a href=\"https:\/\/twitter.com\/hashtag\/trolls?src=hash&amp;ref_src=twsrc%5Etfw\">#trolls<\/a>. <a href=\"https:\/\/t.co\/hk3LQzrL80\">https:\/\/t.co\/hk3LQzrL80<\/a> <a href=\"https:\/\/t.co\/epzHUSazGI\">pic.twitter.com\/epzHUSazGI<\/a><\/p>&mdash; Michael Knight (@michaelmknight) <a href=\"https:\/\/twitter.com\/michaelmknight\/status\/1896550108067667974?ref_src=twsrc%5Etfw\">March 3, 2025<\/a><\/blockquote><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n<h2 class=\"wp-block-heading\">Une IA pour r\u00e9soudre un probl\u00e8me grave<\/h2>\n\n\n<p class=\"wp-block-paragraph\">La chercheuse principale, l&#8217;experte en science des donn\u00e9es Afia Ahsan, a soulign\u00e9 que l&#8217;augmentation du cyberharc\u00e8lement a entra\u00een\u00e9 des probl\u00e8mes graves tels que l&#8217;automutilation et m\u00eame le suicide dans des cas extr\u00eames.<\/p>\n\n\n<p class=\"wp-block-paragraph\">\u00ab\u00c9liminer les commentaires toxiques des plateformes de r\u00e9seaux sociaux est vital pour freiner l&#8217;abus qui est en augmentation et assurer des interactions respectueuses dans l&#8217;espace social\u00bb, a affirm\u00e9 Ahsan.<\/p>\n\n\n<p class=\"wp-block-paragraph\">Le mod\u00e8le optimis\u00e9 a \u00e9t\u00e9 test\u00e9 sur un ensemble de donn\u00e9es contenant des commentaires en anglais et en bangla, recueillis sur des plateformes renomm\u00e9es comme Facebook, YouTube et Instagram.<\/p>\n\n\n<p class=\"wp-block-paragraph\">L&#8217;\u00e9quipe a constat\u00e9 que son mod\u00e8le de machine \u00e0 vecteurs de support (SVM) \u00e9tait le plus fiable et efficace parmi les trois mod\u00e8les test\u00e9s, ce qui en fait l&#8217;option pr\u00e9f\u00e9r\u00e9e pour son impl\u00e9mentation dans le monde r\u00e9el.<\/p>\n\n\n<p class=\"wp-block-paragraph\">Les chercheurs pr\u00e9voient d&#8217;\u00e9largir leurs capacit\u00e9s en int\u00e9grant des techniques d&#8217;apprentissage profond et en \u00e9largissant l&#8217;ensemble de donn\u00e9es pour inclure davantage de langues et de dialectes r\u00e9gionaux.<\/p>\n\n<div class=\"sc-card-program\">\r\n  <div class=\"sc-card-program__body\">\r\n    <div class=\"sc-card-program__row clearfix\">\r\n      <div class=\"sc-card-program__col-logo\">\r\n        <img decoding=\"async\" class=\"sc-card-program__img\" src=\"https:\/\/images.sftcdn.net\/images\/t_app-icon-s\/p\/c162012f-3d10-436b-a6b5-fde423154d8c\/3464089414\/amazon-prime-video-download-amazon-prime-video.jpg\" alt=\"Amazon Prime Video\" width=\"100px\" height=\"100px\">\r\n      <\/div>\r\n      <div class=\"sc-card-program__col-title\">\r\n        <span class=\"sc-card-program__title\">Amazon Prime Video<\/span>\r\n        <a class=\"sc-card-program__button sc-card-program-internal\" href=\"https:\/\/amazon-prime-video.softonic.com\/\" target=\"_self\" rel=\"noopener noreferrer\">T\u00c9L\u00c9CHARGER<\/a>\r\n      <\/div>\r\n      <div class=\"sc-card-program__col-rating\">\r\n        \r\n      <\/div>\r\n    <\/div>\r\n    <div class=\"sc-card-program__row\">\r\n      <span class=\"sc-card-program__description\"><\/span>\r\n    <\/div>\r\n    <div class=\"sc-card-program__row\">\r\n      <img decoding=\"async\" class=\"sc-card-program__bigpic\" src=\"\">\r\n    <\/div>\r\n    <a class=\"sc-card-program__link track-link sc-card-program-internal\" href=\"https:\/\/amazon-prime-video.softonic.com\/\" target=\"_self\" rel=\"noopener noreferrer\"><\/a>\r\n  <\/div>\r\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">D&#8217;autre part, des partenariats avec des plateformes en ligne sont explor\u00e9s pour mettre en \u0153uvre cette technologie, qui pourrait transformer notre mani\u00e8re d&#8217;interagir dans le domaine num\u00e9rique et contribuer de mani\u00e8re significative \u00e0 l&#8217;am\u00e9lioration de la sant\u00e9 mentale sur les r\u00e9seaux sociaux.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Des chercheurs d&#8217;Australie et du Bangladesh ont d\u00e9velopp\u00e9 un mod\u00e8le innovant d&#8217;apprentissage automatique capable de d\u00e9tecter des commentaires toxiques sur les r\u00e9seaux sociaux avec une pr\u00e9cision de 87,6 %. Cette avanc\u00e9e a \u00e9t\u00e9 pr\u00e9sent\u00e9e lors de la conf\u00e9rence 2024 sur l&#8217;Innovation et l&#8217;Intelligence en Informatique, o\u00f9 les pr\u00e9occupations croissantes concernant le cyberharc\u00e8lement et ses effets d\u00e9vastateurs sur la sant\u00e9 mentale des utilisateurs en ligne ont \u00e9t\u00e9 discut\u00e9es. La combinaison des efforts entre l&#8217;Universit\u00e9 East West au Bangladesh et l&#8217;Universit\u00e9 d&#8217;Australie du Sud a donn\u00e9 lieu \u00e0 un algorithme qui surpasse les mod\u00e8les existants, qui g\u00e9n\u00e8rent souvent un nombre \u00e9lev\u00e9 de [&#8230;]<\/p>\n","protected":false},"author":9317,"featured_media":152372,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","wpcf-pageviews":0},"categories":[16761],"tags":[17093],"usertag":[],"vertical":[],"content-category":[17507],"class_list":["post-152371","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-inteligencia-artificial","content-category-ia"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/posts\/152371","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/users\/9317"}],"replies":[{"embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/comments?post=152371"}],"version-history":[{"count":1,"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/posts\/152371\/revisions"}],"predecessor-version":[{"id":157991,"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/posts\/152371\/revisions\/157991"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/media\/152372"}],"wp:attachment":[{"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/media?parent=152371"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/categories?post=152371"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/tags?post=152371"},{"taxonomy":"usertag","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/usertag?post=152371"},{"taxonomy":"vertical","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/vertical?post=152371"},{"taxonomy":"content-category","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/fr\/wp-json\/wp\/v2\/content-category?post=152371"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}