{"id":1743,"date":"2023-12-06T09:38:25","date_gmt":"2023-12-06T01:38:25","guid":{"rendered":"https:\/\/www.1ai.net\/?p=1743"},"modified":"2023-12-06T09:38:25","modified_gmt":"2023-12-06T01:38:25","slug":"%e7%9f%a5%e7%bd%91%e6%8e%a8%e5%87%baai%e7%94%9f%e6%88%90%e6%96%87%e6%9c%ac%e6%a3%80%e6%b5%8b%e6%96%b0%e4%b8%93%e5%88%a9-%e6%8f%90%e5%8d%87%e8%ae%ba%e6%96%87%e4%bb%a3%e5%86%99%e8%af%86%e5%88%ab","status":"publish","type":"post","link":"https:\/\/www.1ai.net\/en\/1743.html","title":{"rendered":"HowNet launches new patent for AI-generated text detection to improve the efficiency of paper ghostwriting identification"},"content":{"rendered":"<p>Recently, Tongfang<a href=\"https:\/\/www.1ai.net\/en\/tag\/%e7%9f%a5%e7%bd%91\" title=\"[Sees articles with tags]\" target=\"_blank\" >CNKI<\/a>Digital Publishing Technology Co., Ltd. has applied for a patent entitled &quot;A<a href=\"https:\/\/www.1ai.net\/en\/tag\/ai%e7%94%9f%e6%88%90%e6%96%87%e6%9c%ac\" title=\"[SEE ARTICLES WITH [AI-GENERATED TEXT] LABELS]\" target=\"_blank\" >AI generated text<\/a>The patent for &quot;detection method, device, medium and equipment for AI-generated documents&quot;. Through multiple feature analyses, this patent can automatically determine whether a text is generated by AI, thereby detecting academic misconduct such as ghostwriting papers.<\/p>\n<p class=\"article-content__img\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1744\" title=\"202307181533345531_11\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2023\/12\/202307181533345531_11.jpg\" alt=\"202307181533345531_11\" width=\"1000\" height=\"752\" \/><\/p>\n<p>Source: The image is generated by AI, and the image is authorized by Midjourney<\/p>\n<p>The patent shows that this method mainly uses technical means such as text classification model, target loss function, prediction model, etc. to analyze the text to be detected.<span class=\"spamTxt\">First<\/span>The probability value, deviation feature, diffusion feature value, sentence length distribution and other indicators are used to finally determine whether the text is generated by AI. It is reported that this method has good test results, not only with high detection efficiency, but also accurate and reliable results.<\/p>\n<p>HowNet has previously launched the &quot;AIGC Detection Service System&quot;, claiming that it can effectively identify content suspected of being generated by AI to varying degrees, while supporting a variety of document formats such as papers, dissertations, and reports. The industry believes that this patent will help HowNet further improve the efficiency and quality of ghostwriting paper detection and maintain academic integrity.<\/p>\n<p class=\"article-content__img\">","protected":false},"excerpt":{"rendered":"<p>Recently, Tongfang Knowledge Network Digital Publishing Technology Co., Ltd. applied for a patent titled \"An AI-generated text detection method, device, medium and equipment\". The patent can automatically determine whether a text is AI-generated through a variety of feature analysis to detect academic misconduct such as ghostwriting. Remarks: The picture is generated by AI, and the picture is authorized by Midjourney The patent shows that the method mainly analyzes the first probability value of the text to be detected, the deviation feature, the diffusion feature value, the sentence length distribution and other indexes through the text categorization model, the objective loss function, the prediction model and other technical means, and ultimately determines whether the text is AI-generated or not. It is reported that this method has a good test effect, not only high detection efficiency, but also accurate and reliable results. Knowledge Network has previously launched the \"AIGC<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[146],"tags":[564,565,563],"collection":[],"class_list":["post-1743","post","type-post","status-publish","format-standard","hentry","category-news","tag-ai","tag-565","tag-563"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/1743","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/comments?post=1743"}],"version-history":[{"count":0,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/1743\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/media?parent=1743"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/categories?post=1743"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/tags?post=1743"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/collection?post=1743"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}