{"id":4823,"date":"2020-10-05T08:00:58","date_gmt":"2020-10-05T00:00:58","guid":{"rendered":"https:\/\/social-stand.com\/?p=4823"},"modified":"2020-10-05T12:49:00","modified_gmt":"2020-10-05T04:49:00","slug":"facebook-uses-clara-to-improve-community-standards-enforcement","status":"publish","type":"post","link":"https:\/\/social-stand.com\/zh\/facebook-uses-clara-to-improve-community-standards-enforcement\/","title":{"rendered":"Facebook \u4f7f\u7528 CLARA \u6539\u9032\u793e\u5340\u6a19\u6e96\u7684\u57f7\u884c"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Facebook \u5df2\u7d93\u770b\u5230\u4e86\u4eba\u5de5\u667a\u80fd\u5e6b\u52a9\u4ed6\u5011\u6253\u64ca\u6578\u64da\u6feb\u7528\u7684\u80fd\u529b\u3002\u5728\u865b\u5047\u7684 Facebook \u5e33\u6236\u4e2d\uff0c99.5% \u5728\u7528\u6236\u8209\u5831\u4e4b\u524d\u88ab\u522a\u9664\u3002\u7576\u5e73\u53f0\u6700\u5f8c\u5728 Messenger \u4e0a\u6dfb\u52a0\u8a50\u9a19\u8b66\u544a\u6642\uff0c\u4e5f\u6703\u4f7f\u7528 AI <\/span><a href=\"https:\/\/social-stand.com\/zh\/facebook-adds-new-scam-warnings-on-messenger\/\"><span style=\"font-weight: 400;\">2020 \u5e74 5 \u6708 21 \u65e5<\/span><\/a><span style=\"font-weight: 400;\">.\u5b83\u9084\u4f7f\u7528\u4e86\u4eba\u5de5\u667a\u80fd\uff0c\u56e0\u70ba\u5b83\u66f4\u65b0\u4e86\u65b0\u805e\u63d0\u8981\u7b97\u6cd5 <\/span><a href=\"https:\/\/social-stand.com\/zh\/facebook-updates-its-news-feed-algorithm\/\"><span style=\"font-weight: 400;\">2020 \u5e74 6 \u6708 30 \u65e5<\/span><\/a><span style=\"font-weight: 400;\">.\u6700\u8fd1\uff0cFacebook \u4f7f\u7528 CLARA \u4f86\u6539\u9032\u5176\u793e\u5340\u6a19\u6e96\u7684\u57f7\u884c\u3002<\/span><\/p>\n<figure id=\"attachment_5658\" aria-describedby=\"caption-attachment-5658\" style=\"width: 694px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"size-full wp-image-5658\" src=\"https:\/\/social-stand.com\/wp-content\/uploads\/2020\/09\/1-1.png\" alt=\"\" width=\"694\" height=\"304\" srcset=\"https:\/\/social-stand.com\/wp-content\/uploads\/2020\/09\/1-1.png 694w, https:\/\/social-stand.com\/wp-content\/uploads\/2020\/09\/1-1-300x131.png 300w\" sizes=\"(max-width: 694px) 100vw, 694px\" \/><figcaption id=\"caption-attachment-5658\" class=\"wp-caption-text\">Facebook<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">\u514b\u62c9\u62c9\u4ee3\u8868 <\/span><a href=\"https:\/\/research.fb.com\/publications\/clara-confidence-of-labels-and-raters\/\"><span style=\"font-weight: 400;\">\u6a19\u7c64\u548c\u8a55\u5206\u8005\u7684\u4fe1\u5fc3<\/span><\/a><span style=\"font-weight: 400;\">.\u5b83\u662f\u4e00\u7a2e\u6a5f\u5668\u5b78\u7fd2\u5de5\u5177\uff0c\u53ef\u4ee5\u4f30\u8a08\u4eba\u985e\u6c7a\u7b56\u7684\u4e0d\u78ba\u5b9a\u6027\u3002\u5b83\u65e8\u5728\u5e6b\u52a9\u8a55\u5206\u8005\u5728\u57f7\u884c Facebook \u793e\u5340\u6a19\u6e96\u65b9\u9762\u505a\u51fa\u6b63\u78ba\u7684\u6c7a\u5b9a\u3002 Facebook \u6dfb\u52a0\u4e86\u9019\u6a23\u4e00\u500b\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u4f86\u9632\u6b62\u4eba\u70ba\u504f\u898b\u3002\u56e0\u6b64\uff0c\u5b83\u78ba\u4fdd\u66f4\u6e96\u78ba\u5730\u57f7\u884c\u5e73\u53f0\u7684\u7b56\u7565\u3002\u5728 Facebook \u65b9\u9762\uff0c\u4f7f\u7528 CLARA \u6e1b\u5c11\u4e86\u5c0d\u4e0a\u8ff0\u985e\u5225\u9032\u884c\u4eba\u5de5\u5be9\u6838\u7684\u9700\u8981\u3002\u9019\u4f7f\u4ed6\u5011\u80fd\u5920\u6700\u5927\u9650\u5ea6\u5730\u5229\u7528\u4eba\u529b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Facebook \u4f7f\u7528 CLARA \u4f86\u63d0\u9ad8\u5176\u793e\u5340\u6a19\u6e96\u7684\u57f7\u884c\u6548\u7387 <\/span><a href=\"https:\/\/research.fb.com\/blog\/2020\/08\/improving-the-accuracy-of-community-standards-enforcement-by-certainty-estimation-of-human-decisions\/\"><span style=\"font-weight: 400;\">2020 \u5e74 8 \u6708 21 \u65e5<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h3><b>\u71df\u92b7\u4eba\u54e1\u7684\u884c\u52d5\u65b9\u6848<\/b><span style=\"font-weight: 400;\">:<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Facebook \u4f7f\u7528 CLARA \u63a1\u53d6\u4e86\u660e\u667a\u7684\u8209\u63aa\uff0c\u4ee5\u63d0\u4f9b\u516c\u6b63\u7684\u653f\u7b56\u57f7\u884c\u3002\u5b83\u4f7f\u5e73\u53f0\u80fd\u5920\u5c08\u6ce8\u65bc\u9700\u8981\u4eba\u5de5\u6c7a\u7b56\u7684\u95dc\u9375\u9818\u57df\u3002\u5c0d\u65bc\u71df\u92b7\u4eba\u54e1\u4f86\u8aaa\uff0c\u9019\u662f\u5728 Facebook \u4e0a\u9806\u5229\u5be6\u65bd\u653f\u7b56\u7684\u4fdd\u8b49\u3002\u6b64\u5916\uff0c\u5b83\u53ef\u4ee5\u5e6b\u52a9\u4ed6\u5011\u66f4\u597d\u5730\u4e86\u89e3\u89c0\u773e\u7684\u559c\u597d\u3002\u00a0<\/span><\/p>\n<p><b>#\u6578\u4f4d\u5275\u4f5c\u8005\u662f\u4ec0\u9ebc<br><br>\u8cc7\u6599\u4f86\u6e90\uff1ahttps:\/\/business.twitter.com\/en\/blog\/must-have-twitter-lists.html<\/b> <a href=\"https:\/\/research.fb.com\/blog\/2020\/08\/improving-the-accuracy-of-community-standards-enforcement-by-certainty-estimation-of-human-decisions\/\"><span style=\"font-weight: 400;\">https:\/\/research.fb.com\/blog\/2020\/08\/improving-the-accuracy-of-community-standards-enforcement-by-certainty-estimation-of-human-decisions\/<\/span><\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Facebook has seen the ability of AI to help them fight the misuse of data. Among fake Facebook accounts, 99.5% are taken down before users report them. AI is also used when the platform adds scam warnings on Messenger last 21 May 2020. It also used AI as it updated the news feed algorithm on [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":5657,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[5,316,6],"tags":[637,636,79,10],"class_list":["post-4823","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-facebook","category-social-media-marketing","category-social-media-","tag-ai","tag-clara","tag-community-standards","tag-facebook"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Facebook Uses CLARA to Improve Community Standards Enforcement - Social Stand<\/title>\n<meta name=\"description\" content=\"Facebook has seen the ability of AI to help them fight the misuse of data. Among fake Facebook accounts, 99.5% are taken down before users report them. AI\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/social-stand.com\/zh\/facebook-uses-clara-to-improve-community-standards-enforcement\/\" \/>\n<meta property=\"og:locale\" content=\"zh_HK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Facebook Uses CLARA to Improve Community Standards Enforcement - Social Stand\" \/>\n<meta property=\"og:description\" content=\"Facebook has seen the ability of AI to help them fight the misuse of data. Among fake Facebook accounts, 99.5% are taken down before users report them. AI\" \/>\n<meta property=\"og:url\" content=\"https:\/\/social-stand.com\/zh\/facebook-uses-clara-to-improve-community-standards-enforcement\/\" \/>\n<meta property=\"og:site_name\" content=\"Social Stand\" \/>\n<meta property=\"article:published_time\" content=\"2020-10-05T00:00:58+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-10-05T04:49:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/social-stand.com\/wp-content\/uploads\/2020\/09\/SSB2008-030_Facebook_Uses_CLARA_to_Improve_Community_Standards_Enforcement-01.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2048\" \/>\n\t<meta property=\"og:image:height\" content=\"1072\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"cristy\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"cristy\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9810\u8a08\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\u9418\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Facebook \u4f7f\u7528 CLARA \u6539\u9032\u793e\u5340\u6a19\u6e96\u7684\u57f7\u884c - \u793e\u6703\u7acb\u5834","description":"Facebook \u5df2\u7d93\u610f\u8b58\u5230\u4eba\u5de5\u667a\u6167\u5728\u5e6b\u52a9\u4ed6\u5011\u6253\u64ca\u6578\u64da\u6feb\u7528\u65b9\u9762\u7684\u80fd\u529b\u3002\u5728\u5047 Facebook \u5e33\u865f\u4e2d\uff0c99.5% \u7684\u5e33\u865f\u5728\u7528\u6236\u6aa2\u8209\u524d\u5c31\u88ab\u522a\u9664\u3002\u4eba\u5de5\u667a\u6167","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:\/\/social-stand.com\/zh\/facebook-uses-clara-to-improve-community-standards-enforcement\/","og_locale":"zh_HK","og_type":"article","og_title":"Facebook Uses CLARA to Improve Community Standards Enforcement - Social Stand","og_description":"Facebook has seen the ability of AI to help them fight the misuse of data. Among fake Facebook accounts, 99.5% are taken down before users report them. AI","og_url":"https:\/\/social-stand.com\/zh\/facebook-uses-clara-to-improve-community-standards-enforcement\/","og_site_name":"Social Stand","article_published_time":"2020-10-05T00:00:58+00:00","article_modified_time":"2020-10-05T04:49:00+00:00","og_image":[{"width":2048,"height":1072,"url":"https:\/\/social-stand.com\/wp-content\/uploads\/2020\/09\/SSB2008-030_Facebook_Uses_CLARA_to_Improve_Community_Standards_Enforcement-01.jpg","type":"image\/jpeg"}],"author":"cristy","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"cristy","\u9810\u8a08\u95b1\u8b80\u6642\u9593":"1 \u5206\u9418"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/social-stand.com\/facebook-uses-clara-to-improve-community-standards-enforcement\/#article","isPartOf":{"@id":"https:\/\/social-stand.com\/facebook-uses-clara-to-improve-community-standards-enforcement\/"},"author":{"name":"cristy","@id":"https:\/\/social-stand.com\/zh\/#\/schema\/person\/f8a2263ad62f2a994d7b4f3842685972"},"headline":"Facebook Uses CLARA to Improve Community Standards Enforcement","datePublished":"2020-10-05T00:00:58+00:00","dateModified":"2020-10-05T04:49:00+00:00","mainEntityOfPage":{"@id":"https:\/\/social-stand.com\/facebook-uses-clara-to-improve-community-standards-enforcement\/"},"wordCount":223,"publisher":{"@id":"https:\/\/social-stand.com\/zh\/#organization"},"image":{"@id":"https:\/\/social-stand.com\/facebook-uses-clara-to-improve-community-standards-enforcement\/#primaryimage"},"thumbnailUrl":"https:\/\/social-stand.com\/wp-content\/uploads\/2020\/09\/SSB2008-030_Facebook_Uses_CLARA_to_Improve_Community_Standards_Enforcement-01.jpg","keywords":["AI","CLARA","Community Standards","Facebook"],"articleSection":["Facebook","Social Media Marketing","Social-Media \u793e\u4ea4\u5a92\u9ad4"],"inLanguage":"zh-HK"},{"@type":"WebPage","@id":"https:\/\/social-stand.com\/facebook-uses-clara-to-improve-community-standards-enforcement\/","url":"https:\/\/social-stand.com\/facebook-uses-clara-to-improve-community-standards-enforcement\/","name":"Facebook \u4f7f\u7528 CLARA \u6539\u9032\u793e\u5340\u6a19\u6e96\u7684\u57f7\u884c - \u793e\u6703\u7acb\u5834","isPartOf":{"@id":"https:\/\/social-stand.com\/zh\/#website"},"primaryImageOfPage":{"@id":"https:\/\/social-stand.com\/facebook-uses-clara-to-improve-community-standards-enforcement\/#primaryimage"},"image":{"@id":"https:\/\/social-stand.com\/facebook-uses-clara-to-improve-community-standards-enforcement\/#primaryimage"},"thumbnailUrl":"https:\/\/social-stand.com\/wp-content\/uploads\/2020\/09\/SSB2008-030_Facebook_Uses_CLARA_to_Improve_Community_Standards_Enforcement-01.jpg","datePublished":"2020-10-05T00:00:58+00:00","dateModified":"2020-10-05T04:49:00+00:00","description":"Facebook \u5df2\u7d93\u610f\u8b58\u5230\u4eba\u5de5\u667a\u6167\u5728\u5e6b\u52a9\u4ed6\u5011\u6253\u64ca\u6578\u64da\u6feb\u7528\u65b9\u9762\u7684\u80fd\u529b\u3002\u5728\u5047 Facebook \u5e33\u865f\u4e2d\uff0c99.5% \u7684\u5e33\u865f\u5728\u7528\u6236\u6aa2\u8209\u524d\u5c31\u88ab\u522a\u9664\u3002\u4eba\u5de5\u667a\u6167","breadcrumb":{"@id":"https:\/\/social-stand.com\/facebook-uses-clara-to-improve-community-standards-enforcement\/#breadcrumb"},"inLanguage":"zh-HK","potentialAction":[{"@type":"ReadAction","target":["https:\/\/social-stand.com\/facebook-uses-clara-to-improve-community-standards-enforcement\/"]}]},{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/social-stand.com\/facebook-uses-clara-to-improve-community-standards-enforcement\/#primaryimage","url":"https:\/\/social-stand.com\/wp-content\/uploads\/2020\/09\/SSB2008-030_Facebook_Uses_CLARA_to_Improve_Community_Standards_Enforcement-01.jpg","contentUrl":"https:\/\/social-stand.com\/wp-content\/uploads\/2020\/09\/SSB2008-030_Facebook_Uses_CLARA_to_Improve_Community_Standards_Enforcement-01.jpg","width":2048,"height":1072},{"@type":"BreadcrumbList","@id":"https:\/\/social-stand.com\/facebook-uses-clara-to-improve-community-standards-enforcement\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/social-stand.com\/"},{"@type":"ListItem","position":2,"name":"Facebook Uses CLARA to Improve Community Standards Enforcement"}]},{"@type":"WebSite","@id":"https:\/\/social-stand.com\/zh\/#website","url":"https:\/\/social-stand.com\/zh\/","name":"\u793e\u6703\u7acb\u5834","description":"\u793e\u4ea4\u5a92\u9ad4\u4ee3\u7406","publisher":{"@id":"https:\/\/social-stand.com\/zh\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/social-stand.com\/zh\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-HK"},{"@type":"Organization","@id":"https:\/\/social-stand.com\/zh\/#organization","name":"\u793e\u6703\u7acb\u5834","url":"https:\/\/social-stand.com\/zh\/","logo":{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/social-stand.com\/zh\/#\/schema\/logo\/image\/","url":"https:\/\/social-stand.com\/wp-content\/uploads\/2017\/08\/touch-logo-social-stand.png","contentUrl":"https:\/\/social-stand.com\/wp-content\/uploads\/2017\/08\/touch-logo-social-stand.png","width":152,"height":152,"caption":"Social Stand"},"image":{"@id":"https:\/\/social-stand.com\/zh\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/social-stand.com\/zh\/#\/schema\/person\/f8a2263ad62f2a994d7b4f3842685972","name":"\u8106\u8106\u7684","image":{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/secure.gravatar.com\/avatar\/58cb31ea8240cb8716f7e16d66d6e5f4c0c318617a3d097c1bbbf9d6276c4aea?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/58cb31ea8240cb8716f7e16d66d6e5f4c0c318617a3d097c1bbbf9d6276c4aea?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/58cb31ea8240cb8716f7e16d66d6e5f4c0c318617a3d097c1bbbf9d6276c4aea?s=96&d=mm&r=g","caption":"cristy"},"url":"https:\/\/social-stand.com\/zh\/author\/cristy\/"}]}},"_links":{"self":[{"href":"https:\/\/social-stand.com\/zh\/wp-json\/wp\/v2\/posts\/4823","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/social-stand.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/social-stand.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/social-stand.com\/zh\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/social-stand.com\/zh\/wp-json\/wp\/v2\/comments?post=4823"}],"version-history":[{"count":0,"href":"https:\/\/social-stand.com\/zh\/wp-json\/wp\/v2\/posts\/4823\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/social-stand.com\/zh\/wp-json\/wp\/v2\/media\/5657"}],"wp:attachment":[{"href":"https:\/\/social-stand.com\/zh\/wp-json\/wp\/v2\/media?parent=4823"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/social-stand.com\/zh\/wp-json\/wp\/v2\/categories?post=4823"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/social-stand.com\/zh\/wp-json\/wp\/v2\/tags?post=4823"}],"curies":[{"name":"\u53ef\u6fd5\u6027\u7c89\u5291","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}