{"id":5389,"date":"2022-04-02T22:25:23","date_gmt":"2022-04-02T19:25:23","guid":{"rendered":"https:\/\/kutaybilen.com.tr\/?p=5389"},"modified":"2022-04-02T22:25:23","modified_gmt":"2022-04-02T19:25:23","slug":"twitter-botlarini-algilayan-uygulama-gelistirildi","status":"publish","type":"post","link":"https:\/\/kutaybilen.com.tr\/?p=5389","title":{"rendered":"Twitter Botlar\u0131n\u0131 Alg\u0131layan Uygulama Geli\u015ftirildi"},"content":{"rendered":"<p>\u0130skandinavya \u00fclkelerindeki d\u00f6rd\u00fcnc\u00fc Dijital Be\u015feri Bilimler Konferans\u0131&#39;nda sunulan \u00e7al\u0131\u015fma, Twitter botlar\u0131n\u0131 alg\u0131layan uygulaman\u0131n\u00a0kullan\u0131lan lisandan ba\u011f\u0131ms\u0131z olarak otomatik \u00fcretilmi\u015f tweet&#39;leri tespit edebildi\u011fini g\u00f6steriyor.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.webtekno.com\/images\/editor\/default\/0002\/06\/d2588fe42764ab39b51f91b08d7d541804aadb75.jpeg\"\/><\/p>\n<p>Do\u011fu Finlandiya \u00dcniversitesi&#39;nden Profes\u00f6r Mikko Laitinen, \u201cBu \u00e7al\u0131\u015fma, data kalitesini art\u0131rd\u0131\u011f\u0131 \u00fczere ger\u00e7e\u011fin daha ger\u00e7ek bir foto\u011fraf\u0131n\u0131 \u00e7iziyor\u201d dedi. Ara\u015ft\u0131rmac\u0131lar, son y\u0131llarca \u00e7e\u015fitli toplumsal medya uygulamalar\u0131ndan elde edilen\u00a0verilerin, interneti kullan\u0131c\u0131lar taraf\u0131ndan olu\u015fturulmu\u015f bir bilgi deposuna d\u00f6n\u00fc\u015ft\u00fcrd\u00fc\u011f\u00fcn\u00fc belirttiler.<\/p>\n<p>Twitter, tweet&#39;lere ve meta data&#39;lara eri\u015fimi kolay bir platform oldu\u011fundan\u00a0birtak\u0131m olaylar\u0131 ara\u015ft\u0131rmak i\u00e7in tan\u0131nan bir data kayna\u011f\u0131 h\u00e2line geldi. Twitter&#39;daki hesaplar\u0131n %5 ile\u00a0%10&#39;unun bot oldu\u011fu, g\u00f6nderilen t\u00fcm tweet&#39;lerin neredeyse %20&#39;sinin ise bu hesaplardan g\u00f6nderildi\u011fi varsay\u0131m ediliyor.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.webtekno.com\/images\/editor\/default\/0002\/06\/677a0855a3f1d3879f32e791e3a4fa0639063ff5.jpeg\"\/><\/p>\n<p>\u00c7al\u0131\u015fmay\u0131 ger\u00e7ekle\u015ftirmek i\u00e7in\u00a0ara\u015ft\u0131rmac\u0131lar Fince, \u0130sve\u00e7\u00e7e ve \u0130ngilizce olarak 15.000 tweet tahlil etti. Fince ve \u0130sve\u00e7\u00e7e temel olarak e\u011fitim i\u00e7in kullan\u0131l\u0131rken sistemin lisan ba\u011f\u0131ms\u0131zl\u0131\u011f\u0131n\u0131 k\u0131ymetlendirmek i\u00e7in \u0130ngilizce tweet&#39;ler kullan\u0131ld\u0131.<\/p>\n<p>Ara\u015ft\u0131rmac\u0131lar, uygulaman\u0131n epey hafif oldu\u011funu bu y\u00fczden de \u00e7ok b\u00fcy\u00fck datalar\u0131 k\u0131sa m\u00fcddette s\u0131n\u0131fland\u0131rabildi\u011fini s\u00f6yleyip ekliyorlar: &#8220;Botlar nispeten zarars\u0131zd\u0131r lakin troller uydurma haberleri yayd\u0131k\u00e7a\u00a0sosyal medyan\u0131n izlenip bunlardan temizlenmesi i\u00e7in daha geli\u015fmi\u015f ara\u00e7lara gereksinim duyuluyor.&#8221;<\/p>\n<div> <\/div>\n<div>\n<div> <\/div>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0130skandinavya \u00fclkelerindeki d\u00f6rd\u00fcnc\u00fc Dijital Be\u015feri Bilimler Konferans\u0131&#39;nda sunulan \u00e7al\u0131\u015fma, Twitter botlar\u0131n\u0131 alg\u0131layan uygulaman\u0131n &#8230;<\/p>\n","protected":false},"author":1,"featured_media":5390,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[854],"tags":[1390],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/5389"}],"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=5389"}],"version-history":[{"count":1,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/5389\/revisions"}],"predecessor-version":[{"id":5391,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/5389\/revisions\/5391"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/media\/5390"}],"wp:attachment":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5389"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5389"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}