{"id":28644,"date":"2022-05-18T05:00:04","date_gmt":"2022-05-18T02:00:04","guid":{"rendered":"https:\/\/kutaybilen.com.tr\/?p=28644"},"modified":"2022-05-18T05:00:04","modified_gmt":"2022-05-18T02:00:04","slug":"twitter-trollerini-sirf-50-tweette-yakalayan-algoritma","status":"publish","type":"post","link":"https:\/\/kutaybilen.com.tr\/?p=28644","title":{"rendered":"Twitter Trollerini S\u0131rf 50 Tweette Yakalayan Algoritma"},"content":{"rendered":"<p>Toplumsal medyan\u0131n en b\u00fcy\u00fck sorunlar\u0131 ortas\u0131nda <strong>internet trolleri <\/strong>yer al\u0131yor. Bu bireyler durduk yere di\u011ferlerine sald\u0131rabiliyor, gereksiz tart\u0131\u015fmalar yaratabiliyor ve ekseriyetle kas\u0131tl\u0131 olarak <strong>yalan\/hatal\u0131 i\u00e7eriklerin yay\u0131lmas\u0131na<\/strong> neden oluyorlar.<\/p>\n<p>Bilim be\u015ferlerine nazaran Twitter trollerini s\u0131rf <strong>50 Tweet <\/strong>inceleyerek bulmak ve ay\u0131klamak m\u00fcmk\u00fcn oluyor. Bu \u00e7al\u0131\u015fman\u0131n temelinde ise trollerin kulland\u0131\u011f\u0131 \u201c<em>ay\u0131rt edici<\/em>\u201d tekrar eden s\u00f6zc\u00fck kullan\u0131mlar\u0131 yer al\u0131yor.<\/p>\n<p><b>Lisan kal\u0131plar\u0131n\u0131 ke\u015ffeden algoritma<\/b><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.webtekno.com\/images\/editor\/default\/0002\/78\/5fcb63a652184f2ef336b1528c769fc5bdc9cf4e.jpeg\"\/><\/p>\n<p>Algoritma birinci olarak <strong>lisan kal\u0131plar\u0131n\u0131 <\/strong>ve kullan\u0131m halini tan\u0131ml\u0131yor. Akabinde da <strong>troll iletilerindeki <\/strong>\u00f6ne \u00e7\u0131kan kal\u0131plar\u0131, \u00f6teki bildirilerdeki lisan yap\u0131s\u0131ndan ay\u0131r\u0131yor. B\u00f6ylelikle troll iletiler ile g\u00fcndelik iletiler ortas\u0131ndaki fark\u0131 da net olarak \u00f6\u011freniyor.<\/p>\n<p>Ara\u015ft\u0131rmaya nazaran <strong>troller<\/strong>, vakit i\u00e7erisinde birebir s\u00f6zc\u00fckleri ya da s\u00f6zc\u00fck kal\u0131plar\u0131n\u0131 <strong>tekrar tekrar <\/strong>kullanmaya ba\u015fl\u0131yor. Bunun nedeni olarak da birden fazla hesab\u0131 t\u0131pk\u0131 anda etkilemeye \u00e7al\u0131\u015fmalar\u0131 olarak g\u00f6steriliyor.\u00a0<\/p>\n<p>Daha evvel yap\u0131lan \u00e7al\u0131\u015fmalarda trollerin <strong>g\u00f6nderi vakitleri<\/strong>, kulland\u0131klar\u0131 etiketler, co\u011frafik pozisyonlar\u0131 \u00fczere bilgiler g\u00f6z \u00f6n\u00fcne al\u0131narak \u00e7al\u0131\u015fmalar yap\u0131lm\u0131\u015ft\u0131. \u00d6te yandan <strong>lisan kullan\u0131m\u0131 <\/strong>ile Tweetler ortas\u0131ndaki ba\u011flant\u0131y\u0131 g\u00f6z \u00f6n\u00fcne alan \u00e7al\u0131\u015fmalar\u0131n say\u0131s\u0131 epeyce az olmu\u015ftu.\u00a0<\/p>\n<p><b>Birebir kal\u0131plar\u0131n yay\u0131lmas\u0131 trolleri ele veriyor<\/b><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.webtekno.com\/images\/editor\/default\/0002\/78\/7a26b0aafb17a0c5477e6529607f21d06d9ffd8f.jpeg\"\/><\/p>\n<p>Ara\u015ft\u0131rmac\u0131lara nazaran, genel olarak trollerin yakalanmas\u0131nda tesirli olan iki farkl\u0131 de\u011fi\u015fken bulunuyor. Bunlardan birincisi <strong>tekrar eden s\u00f6zc\u00fck <\/strong>kullan\u0131mlar\u0131, bir oburu de <strong>birden fazla hesab\u0131n <\/strong>benzeri s\u00f6zc\u00fckleri daima olarak kullanmas\u0131.\u00a0<\/p>\n<p>Kullan\u0131lan tekrar edilen <strong>s\u00f6zc\u00fck oranlar\u0131 <\/strong>ve genelde kullan\u0131m\u0131 g\u00f6z \u00f6n\u00fcne al\u0131narak geli\u015ftirilen matematiksel model sayesinde hesaplar\u0131n troll olup olmad\u0131\u011f\u0131 s\u0131rf 50 g\u00f6nderide ortaya \u00e7\u0131k\u0131yor.\u00a0<\/p>\n<p>Troll hesaplar sadece \u00fclkemizde de\u011fil <strong>d\u00fcnyada da <\/strong>sorun te\u015fkil ediyor. Emelleri insanlar\u0131n alg\u0131lar\u0131n\u0131 etkilemek ya da \u00e7arp\u0131tmak olan troller son olarak 2018 y\u0131l\u0131nda ABD\u2019de yap\u0131lan ara\u015ft\u0131rmalardan sonra \u00f6nemli manada g\u00fcndem olmu\u015ftu. Rus trollerinin <strong>ABD se\u00e7imlerine <\/strong>tesir etti\u011fi arg\u00fcman edilmi\u015fti.\u00a0<\/p>\n<div> <\/div>\n","protected":false},"excerpt":{"rendered":"<p>Toplumsal medyan\u0131n en b\u00fcy\u00fck sorunlar\u0131 ortas\u0131nda internet trolleri yer al\u0131yor. Bu bireyler durduk yere di\u011ferlerine sald\u0131rabiliyor, gereksiz &#8230;<\/p>\n","protected":false},"author":1,"featured_media":28645,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[855],"tags":[4778,4777],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/28644"}],"collection":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=28644"}],"version-history":[{"count":1,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/28644\/revisions"}],"predecessor-version":[{"id":28646,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/28644\/revisions\/28646"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/media\/28645"}],"wp:attachment":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=28644"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=28644"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=28644"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}