{"id":6091,"date":"2023-10-03T21:06:41","date_gmt":"2023-10-03T21:06:41","guid":{"rendered":"https:\/\/dailyai.com\/?p=6091"},"modified":"2023-10-03T21:22:39","modified_gmt":"2023-10-03T21:22:39","slug":"ai-tools-finds-duplicate-images-in-papers-quicker-than-specialists","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2023\/10\/ai-tools-finds-duplicate-images-in-papers-quicker-than-specialists\/","title":{"rendered":"Les outils d'IA trouvent les images en double dans les journaux plus rapidement que les sp\u00e9cialistes"},"content":{"rendered":"

Dans une \u00e9tude r\u00e9cente, un outil d'IA a surpass\u00e9 un expert humain dans la d\u00e9tection d'images dupliqu\u00e9es dans des articles de recherche scientifique.\u00a0<\/b><\/p>\n

Sholto David, qui \u00e9tudie la manipulation d'images dans les documents universitaires, a not\u00e9 que de nombreux membres de la communaut\u00e9 scientifique n'ont pas conscience de l'ampleur du probl\u00e8me.\u00a0<\/span><\/p>\n

Il a utilis\u00e9 l'IA pour examiner minutieusement de nombreux documents de la <\/span>Rapports de toxicologie <\/span><\/i>\u00e0 la recherche de duplications d'images. <\/span><\/p>\n

La recherche scientifique repose sur l'authenticit\u00e9 et l'exactitude. La reproduction de ces images jette un doute sur l'int\u00e9grit\u00e9 de l'ensemble de l'\u00e9tude.\u00a0<\/span><\/p>\n

En outre, les images dupliqu\u00e9es peuvent d\u00e9former la v\u00e9rit\u00e9 et souvent ne pas accorder au cr\u00e9ateur le cr\u00e9dit qui lui revient. Si elles sont r\u00e9utilis\u00e9es de mani\u00e8re inappropri\u00e9e ou hors contexte, elles peuvent donner lieu \u00e0 des interpr\u00e9tations ou des conclusions trompeuses. Les fausses d\u00e9clarations affectent l'\u00e9tude imm\u00e9diate et peuvent se propager, influen\u00e7ant les recherches ult\u00e9rieures bas\u00e9es sur des pr\u00e9misses erron\u00e9es.\u00a0<\/span><\/p>\n

L'outil de David, \u00e0 un rythme consid\u00e9rablement plus rapide que ses propres capacit\u00e9s, a identifi\u00e9 presque tous les papiers suspects qu'il avait marqu\u00e9s et 41 qu'il avait n\u00e9glig\u00e9s. Le papier est <\/span>actuellement disponible sur Bioxriv<\/span><\/a>.<\/span><\/p>\n

Au total, sur les 715 articles analys\u00e9s, 115 contenaient des duplications inappropri\u00e9es (16%). L'article est actuellement disponible sur Bioxriv<\/a>.<\/span><\/p>\n

L'\u00e9dition universitaire est d\u00e9j\u00e0 confront\u00e9e \u00e0 des probl\u00e8mes li\u00e9s \u00e0 la manipulation des images. <\/span><\/p>\n

Une \u00e9tude men\u00e9e en 2016 par Elisabeth Bik, experte en criminalistique de l'image, a r\u00e9v\u00e9l\u00e9 qu'environ 4% des articles qu'elle a inspect\u00e9s visuellement dans 40 revues biom\u00e9dicales pr\u00e9sentaient des images dupliqu\u00e9es de mani\u00e8re incorrecte. <\/span>L'\u00e9tude de David estime que ce chiffre est beaucoup plus \u00e9lev\u00e9.\u00a0<\/span><\/p>\n

David souligne en outre que toutes les manipulations d'images ne sont pas effectu\u00e9es avec de mauvaises intentions. <\/span>Dans de nombreux cas, il s'agit d'ajustements accidentels ou d'une question d'esth\u00e9tique et de clart\u00e9. <\/span><\/p>\n

N\u00e9anmoins, il existe un consensus de plus en plus large sur la question des modifications d'images qui enfreignent les r\u00e8gles \u00e9thiques.\u00a0<\/span><\/p>\n

En savoir plus sur l'outil d'IA<\/span><\/h2>\n

L'outil d'IA utilis\u00e9 par David pour son \u00e9tude, appel\u00e9 Imagetwin, est d\u00e9j\u00e0 utilis\u00e9 par environ 200 entit\u00e9s acad\u00e9miques, y compris des \u00e9diteurs et des universit\u00e9s.\u00a0<\/span><\/p>\n

Ce logiciel compare les images contenues dans les articles universitaires \u00e0 une vaste base de donn\u00e9es comprenant plus de 25 millions d'images afin de les v\u00e9rifier.\u00a0<\/span><\/p>\n

Patrick Starke, d\u00e9veloppeur d'ImageTwin, a expliqu\u00e9 que ce logiciel g\u00e9n\u00e8re une \"empreinte digitale\" unique pour chaque image d'un document de recherche. Cette empreinte est ensuite utilis\u00e9e pour les scans internes des documents et les v\u00e9rifications externes des bases de donn\u00e9es.<\/span><\/p>\n

M. Starke a r\u00e9v\u00e9l\u00e9 que plusieurs universit\u00e9s d\u00e9ploient Imagetwin pour examiner les articles avant leur soumission aux revues.\u00a0<\/span><\/p>\n

L'IA influence profond\u00e9ment le monde universitaire. A <\/span>une enqu\u00eate r\u00e9cente men\u00e9e aupr\u00e8s de 1 600 chercheurs<\/span><\/a> de l'\u00e9diteur scientifique Nature a r\u00e9v\u00e9l\u00e9 que, malgr\u00e9 un soutien g\u00e9n\u00e9ralis\u00e9 \u00e0 l'IA dans les milieux universitaires, quelque 68% des personnes s'inqui\u00e8tent de la d\u00e9sinformation li\u00e9e aux grands mod\u00e8les de langage (LLM) tels que ChatGPT.\u00a0<\/span><\/p>\n

L\u00e0 o\u00f9 une IA contribue \u00e0 la d\u00e9sinformation, une autre IA apporte de l'espoir - du moins dans ce cas.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"

Dans une \u00e9tude r\u00e9cente, un outil d'intelligence artificielle a surpass\u00e9 un expert humain dans la d\u00e9tection des images dupliqu\u00e9es dans les documents de recherche scientifique. Sholto David, qui \u00e9tudie la manipulation d'images dans les articles universitaires, a constat\u00e9 que de nombreux membres de la communaut\u00e9 scientifique ne sont pas conscients de l'ampleur du probl\u00e8me. Il a utilis\u00e9 l'IA pour examiner minutieusement de nombreux articles de la revue Toxicology Reports \u00e0 la recherche de duplications d'images. La recherche scientifique repose sur l'authenticit\u00e9 et l'exactitude. Lorsque ces images sont dupliqu\u00e9es, cela jette un doute sur l'int\u00e9grit\u00e9 de l'ensemble de l'\u00e9tude. En outre, les images dupliqu\u00e9es peuvent d\u00e9former la v\u00e9rit\u00e9 et ne fournissent souvent pas au cr\u00e9ateur les informations n\u00e9cessaires \u00e0 la r\u00e9alisation de l'\u00e9tude.<\/p>","protected":false},"author":2,"featured_media":6092,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[418,403,135],"class_list":["post-6091","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-academia","tag-nature","tag-science"],"yoast_head":"\nAI tools finds duplicate images in papers quicker than specialists | DailyAI<\/title>\n<meta name=\"description\" content=\"In a recent study, an AI tool outpaced a human expert in detecting duplicated images in scientific research papers.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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