{"id":60267,"date":"2020-05-13T19:15:00","date_gmt":"2020-05-13T16:15:00","guid":{"rendered":""},"modified":"2020-05-21T21:57:50","modified_gmt":"2020-05-21T18:57:50","slug":"facebook-nefret-soylemlerini-daha-iyi-kaldiriyor","status":"publish","type":"post","link":"https:\/\/teknomanyak.com\/tr\/2020\/05\/13\/facebook-nefret-soylemlerini-daha-iyi-kaldiriyor\/","title":{"rendered":"Facebook Nefret S\u00f6ylemi \u0130\u00e7in Yapay Zekas\u0131n\u0131 Geli\u015ftirmeye Ba\u015flad\u0131"},"content":{"rendered":"\n<p><strong>Facebook<\/strong>, nefret s\u00f6ylemini alg\u0131lama algoritmalar\u0131 her zamankinden daha fazla \u00e7al\u0131\u015ft\u0131rmaya ba\u015flad\u0131. Sosyal a\u011f \u00fczerinde nefret s\u00f6ylemi oldu\u011fu i\u00e7in kald\u0131r\u0131lan i\u00e7erik say\u0131s\u0131nda b\u00fcy\u00fck bir art\u0131\u015f ya\u015fand\u0131.<\/p>\n\n\n\n<p>Facebook bu konuda <a rel=\"noreferrer noopener\" href=\"https:\/\/transparency.facebook.com\/community-standards-enforcement#hate-speech\" target=\"_blank\"><strong>\u015feffafl\u0131k<\/strong><\/a> sayfas\u0131nda bir a\u00e7\u0131klama yapt\u0131. Nefret s\u00f6ylemlerinin kald\u0131r\u0131lmas\u0131ndaki art\u0131\u015f, <strong><a href=\"https:\/\/www.wired.com\/tag\/facebook\/\">Facebook&#8217;un<\/a> <a href=\"https:\/\/www.wired.com\/tag\/artificial-intelligence\/\">yapay zeka<\/a><\/strong> uzmanlar\u0131 taraf\u0131ndan geli\u015ftirilen otomatik nefret s\u00f6ylemi alg\u0131lay\u0131c\u0131lar\u0131n\u0131n daha iyi \u00e7al\u0131\u015fmas\u0131ndan kaynakland\u0131.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">G\u00fcnde 1,7 Aktif Kullan\u0131c\u0131 Facebook \u00dczerinde Payla\u015f\u0131m Yap\u0131yor<\/h2>\n\n\n\n<p>Facebook, g\u00fcnde 1,7 milyar aktif kullan\u0131c\u0131s\u0131 var. Al\u0131nan t\u00fcm \u00f6nlemlere ra\u011fmen, sosyal a\u011f \u00fczerinde s\u0131kl\u0131kla nefret s\u00f6ylemleri g\u00f6r\u00fclebiliyor. G\u00fcnde ne kadar nefret payla\u015f\u0131m\u0131 yap\u0131ld\u0131\u011f\u0131 ise tahmin edilemez boyutta.<\/p>\n\n\n\n<p>Sosyal a\u011f, May\u0131s 2018&#8217;den bu yana kabul edilebilir s\u00f6ylem i\u00e7in standartlar\u0131n\u0131 nas\u0131l belirledi\u011fine dair \u00fc\u00e7 ayl\u0131k raporlar yay\u0131nlamaya ba\u015flad\u0131. <a rel=\"noreferrer noopener\" href=\"https:\/\/transparency.facebook.com\/community-standards-enforcement\" target=\"_blank\"><strong>En son raporda<\/strong><\/a>, sosyal medya devinin <strong>2019&#8217;un d\u00f6rd\u00fcnc\u00fc \u00e7eyre\u011finde 5,7 milyon<\/strong>, <strong>2020&#8217;nin ilk \u00e7eyre\u011finde 9,6 milyon<\/strong> nefret s\u00f6ylemi kald\u0131rd\u0131\u011f\u0131 a\u00e7\u0131kland\u0131.<\/p>\n\n\n\n<p>\u015eirket, 2020&#8217;nin ilk \u00e7eyre\u011finde kald\u0131r\u0131lan <strong>9,6 milyon g\u00f6nderinin y\u00fczde 88<\/strong>&#8216;ini kullan\u0131c\u0131lar bildirmeden \u00f6nce fark etti. Bu rakam, bir \u00f6nceki \u00e7eyrekte kald\u0131r\u0131lan i\u00e7eriklerden, <strong>4,6 milyon (y\u00fczde 86)<\/strong> daha fazla.<\/p>\n\n\n\n<p>Facebook ba\u015f teknoloji sorumlusu <strong>Mike Schroepfer<\/strong>, \u015firketin dili ayr\u0131\u015ft\u0131ran <a href=\"https:\/\/www.wired.com\/tag\/machine-learning\/\"><strong>makine \u00f6\u011frenme<\/strong><\/a> teknolojisinde ilerleme kaydetti\u011fini belirtiyor. <strong>Shroepfer<\/strong>, \u201cDil modellerimiz b\u00fcy\u00fcd\u00fc, daha do\u011fru ve n\u00fcansl\u0131 oldu. Daha az belirgin olan \u015feyleri yakalayabiliyoruz\u201d diyor.<\/p>\n\n\n\n<p>Yeni raporda, kullan\u0131c\u0131lar en son \u00e7eyrekte<strong> 1,3 milyon kez<\/strong> nefret s\u00f6ylemi i\u00e7in i\u00e7eri\u011fi kald\u0131rma kararlar\u0131na itiraz etti. Ancak, bunun \u00e7ok daha az\u0131 kabul edilerek, <strong>Facebook<\/strong>&#8216;a geri y\u00fcklendi. <\/p>\n\n\n\n<p>Facebook&#8217;un rakamlar\u0131, algoritmik a\u011f\u0131ndan ne kadar nefret s\u00f6yleminin ge\u00e7ti\u011fini g\u00f6stermiyor. \u015eirketin \u00fc\u00e7 ayl\u0131k raporlar\u0131, Facebook kurallar\u0131na g\u00f6re yasaklanan ancak nefret s\u00f6ylemi olmayan baz\u0131 i\u00e7erik t\u00fcrlerinin g\u00f6r\u00fclme s\u0131kl\u0131\u011f\u0131n\u0131 tahmin ediyor. Sal\u0131 g\u00fcn\u00fc yay\u0131nlanan raporda, ge\u00e7en yazdan bu yana kald\u0131r\u0131lan \u015fiddet i\u00e7eren yay\u0131nlar g\u00f6steriliyor. Facebook, nefret s\u00f6ylemi b\u00f6l\u00fcm\u00fcnde, \u201ck\u00fcresel bir metrik geli\u015ftirmeye devam etti\u011fini\u201d a\u00e7\u0131kl\u0131yor.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.wired.com\/story\/facebook-ai-hate-speech-improves-unclear\"><strong>Kaynak<\/strong><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0130lginizi \u00e7ekebilir: <a href=\"https:\/\/www.teknomanyak.com\/seyahat\/dunyanin-en-destansi-dalis-noktalari\" target=\"_blank\" rel=\"noreferrer noopener\">D\u00fcnyan\u0131n En \u0130yi Dal\u0131\u015f Noktalar\u0131<\/a><\/h3>\n","protected":false},"excerpt":{"rendered":"<p>Facebook, nefret s\u00f6ylemini alg\u0131lama algoritmalar\u0131 her zamankinden daha fazla \u00e7al\u0131\u015ft\u0131rmaya ba\u015flad\u0131. Sosyal a\u011f \u00fczerinde nefret s\u00f6ylemi oldu\u011fu i\u00e7in kald\u0131r\u0131lan i\u00e7erik say\u0131s\u0131nda b\u00fcy\u00fck bir art\u0131\u015f ya\u015fand\u0131.<\/p>\n","protected":false},"author":1,"featured_media":62816,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"episode_type":"","audio_file":"","cover_image":"","cover_image_id":"","duration":"","filesize":"","date_recorded":"","explicit":"","block":"","filesize_raw":"","footnotes":""},"categories":[12],"tags":[10909],"class_list":["post-60267","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sosyal-medya","tag-facebook-2"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Facebook Nefret S\u00f6ylemi \u0130\u00e7in Yapay Zekas\u0131n\u0131 Geli\u015ftirmeye Ba\u015flad\u0131 - TM<\/title>\n<meta name=\"description\" content=\"Facebook, nefret s\u00f6ylemini alg\u0131lama algoritmalar\u0131 daha fazla \u00e7al\u0131\u015ft\u0131rmaya ba\u015flad\u0131. Sosyal a\u011f \u00fczerinde kald\u0131r\u0131lan i\u00e7erik say\u0131s\u0131nda b\u00fcy\u00fck art\u0131\u015f ya\u015fand\u0131.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/teknomanyak.com\/tr\/2020\/05\/13\/facebook-nefret-soylemlerini-daha-iyi-kaldiriyor\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Facebook Nefret S\u00f6ylemi \u0130\u00e7in Yapay Zekas\u0131n\u0131 Geli\u015ftirmeye Ba\u015flad\u0131 - TeknomanyaK\" \/>\n<meta property=\"og:description\" content=\"Facebook, nefret s\u00f6ylemini alg\u0131lama algoritmalar\u0131 daha fazla \u00e7al\u0131\u015ft\u0131rmaya ba\u015flad\u0131. Sosyal a\u011f \u00fczerinde kald\u0131r\u0131lan i\u00e7erik say\u0131s\u0131nda b\u00fcy\u00fck art\u0131\u015f ya\u015fand\u0131.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/teknomanyak.com\/tr\/2020\/05\/13\/facebook-nefret-soylemlerini-daha-iyi-kaldiriyor\/\" \/>\n<meta property=\"og:site_name\" content=\"TeknomanyaK\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/teknomanyakcom\" \/>\n<meta property=\"article:published_time\" content=\"2020-05-13T16:15:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-05-21T18:57:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/teknomanyak.com\/wp-content\/uploads\/2020\/05\/facebook-nefret-soylemlerini-daha-iyi-algiliyor-son.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"780\" \/>\n\t<meta property=\"og:image:height\" content=\"429\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"kochero\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Facebook Nefret S\u00f6ylemi \u0130\u00e7in Yapay Zekas\u0131n\u0131 Geli\u015ftirmeye Ba\u015flad\u0131 - TM\" \/>\n<meta name=\"twitter:description\" content=\"Facebook, nefret s\u00f6ylemini alg\u0131lama algoritmalar\u0131 daha fazla \u00e7al\u0131\u015ft\u0131rmaya ba\u015flad\u0131. Sosyal a\u011f \u00fczerinde kald\u0131r\u0131lan i\u00e7erik say\u0131s\u0131nda b\u00fcy\u00fck art\u0131\u015f ya\u015fand\u0131.\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/teknomanyak.com\/wp-content\/uploads\/2020\/05\/facebook-nefret-soylemlerini-daha-iyi-algiliyor-son.jpg\" \/>\n<meta name=\"twitter:creator\" content=\"@teknomanyak_com\" \/>\n<meta name=\"twitter:site\" content=\"@teknomanyak_com\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"kochero\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 dakika\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Facebook Nefret S\u00f6ylemi \u0130\u00e7in Yapay Zekas\u0131n\u0131 Geli\u015ftirmeye Ba\u015flad\u0131 - TM","description":"Facebook, nefret s\u00f6ylemini alg\u0131lama algoritmalar\u0131 daha fazla \u00e7al\u0131\u015ft\u0131rmaya ba\u015flad\u0131. Sosyal a\u011f \u00fczerinde kald\u0131r\u0131lan i\u00e7erik say\u0131s\u0131nda b\u00fcy\u00fck art\u0131\u015f ya\u015fand\u0131.","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:\/\/teknomanyak.com\/tr\/2020\/05\/13\/facebook-nefret-soylemlerini-daha-iyi-kaldiriyor\/","og_locale":"tr_TR","og_type":"article","og_title":"Facebook Nefret S\u00f6ylemi \u0130\u00e7in Yapay Zekas\u0131n\u0131 Geli\u015ftirmeye Ba\u015flad\u0131 - TeknomanyaK","og_description":"Facebook, nefret s\u00f6ylemini alg\u0131lama algoritmalar\u0131 daha fazla \u00e7al\u0131\u015ft\u0131rmaya ba\u015flad\u0131. Sosyal a\u011f \u00fczerinde kald\u0131r\u0131lan i\u00e7erik say\u0131s\u0131nda b\u00fcy\u00fck art\u0131\u015f ya\u015fand\u0131.","og_url":"https:\/\/teknomanyak.com\/tr\/2020\/05\/13\/facebook-nefret-soylemlerini-daha-iyi-kaldiriyor\/","og_site_name":"TeknomanyaK","article_publisher":"https:\/\/www.facebook.com\/teknomanyakcom","article_published_time":"2020-05-13T16:15:00+00:00","article_modified_time":"2020-05-21T18:57:50+00:00","og_image":[{"width":780,"height":429,"url":"https:\/\/teknomanyak.com\/wp-content\/uploads\/2020\/05\/facebook-nefret-soylemlerini-daha-iyi-algiliyor-son.jpg","type":"image\/jpeg"}],"author":"kochero","twitter_card":"summary_large_image","twitter_title":"Facebook Nefret S\u00f6ylemi \u0130\u00e7in Yapay Zekas\u0131n\u0131 Geli\u015ftirmeye Ba\u015flad\u0131 - TM","twitter_description":"Facebook, nefret s\u00f6ylemini alg\u0131lama algoritmalar\u0131 daha fazla \u00e7al\u0131\u015ft\u0131rmaya ba\u015flad\u0131. 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