{"id":16591,"date":"2022-04-25T20:24:02","date_gmt":"2022-04-25T17:24:02","guid":{"rendered":"https:\/\/kutaybilen.com.tr\/?p=16591"},"modified":"2022-04-25T20:24:02","modified_gmt":"2022-04-25T17:24:02","slug":"youtubeun-radikallesmedeki-rolu-nedir","status":"publish","type":"post","link":"https:\/\/kutaybilen.com.tr\/?p=16591","title":{"rendered":"YouTube\u2019un Radikalle\u015fmedeki Rol\u00fc Nedir?"},"content":{"rendered":"<p>YouTube\u2019un algoritmas\u0131 hakk\u0131nda kaleme al\u0131nan yeni bir makale, YouTube\u2019un <strong>radikalle\u015fmeye <\/strong>sebepoldu\u011fu tart\u0131\u015fmalar\u0131n\u0131n tekrar alevlenmesi neden oldu. Mark Ledwich ve Anna Zaitsev taraf\u0131ndan kaleme al\u0131nan makalede, YouTube\u2019un a\u015f\u0131r\u0131l\u0131k yanl\u0131s\u0131 bir g\u00f6r\u00fcnt\u00fcn\u00fcn akabinde emsal g\u00f6r\u00fcnt\u00fcleri \u00f6nermedi\u011fini tez ediyor. \u015eimdi hakemli bir mecmuada k\u0131ymetlendirilmeyen makalede, YouTube\u2019un algoritmas\u0131n\u0131n ana ak\u0131m medya kanallar\u0131n\u0131 ba\u011f\u0131ms\u0131z i\u00e7eriklere kar\u015f\u0131 korudu\u011funu sav etti.\u00a0<\/p>\n<p>Bu alanda \u00e7al\u0131\u015fma y\u00fcr\u00fcten \u00f6b\u00fcr uzmanlar, Leidwich ve Zaitsev taraf\u0131ndan yaz\u0131lan makaleye yan\u0131t verdiler. Uzmanlar, makalenin metodunu ele\u015ftirdiler ve\u00a0b\u00f6yle bir k\u0131ymetlendirme yapmak i\u00e7in algoritman\u0131n yaln\u0131zca \u00f6nemlibirka\u00e7<strong> fakt\u00f6rden <\/strong>biri oldu\u011funu, data bilimin tek ba\u015f\u0131na bu soruya kar\u015f\u0131l\u0131k veremeyece\u011fini s\u00f6ylediler.\u00a0<\/p>\n<p>YouTube\u2019un radikalle\u015fmede rol ald\u0131\u011f\u0131n\u0131, birinci olarak teknoloji alan\u0131nda \u00e7al\u0131\u015fmalar yapan sosyolog Zeynep T\u00fcfek\u00e7i, New York Times\u2019da yay\u0131nlanan makalesi ile belirtti. T\u00fcfek\u00e7i, YouTube\u2019un \u00f6nerdi\u011fi g\u00f6r\u00fcnt\u00fclerin kullan\u0131c\u0131lar\u0131 yava\u015f yava\u015f daha <strong>\u00e7ok i\u00e7eriklere<\/strong> y\u00f6nlendirdi\u011fini s\u00f6yledi. Zeynep T\u00fcfek\u00e7i, ko\u015fu hakk\u0131ndaki g\u00f6r\u00fcnt\u00fclerin ultra maratonlara, a\u015f\u0131lar hakk\u0131ndaki g\u00f6r\u00fcnt\u00fclerin komplo teorilerine ve siyaset g\u00f6r\u00fcnt\u00fclerinin Holokostu inkar eden g\u00f6r\u00fcnt\u00fcler \u00fczere g\u00f6r\u00fcnt\u00fclere y\u00f6nlendirdi\u011fini yazd\u0131.\u00a0<\/p>\n<p><b>Algoritmalar denetlenmezse, a\u015f\u0131r\u0131c\u0131l\u0131k yanl\u0131lar\u0131 medyay\u0131 ele ge\u00e7irecek<\/b><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.webtekno.com\/images\/editor\/default\/0002\/42\/e0413ff56149a26571a03df5138c444e1ce6eab0.jpeg\"\/><\/p>\n<p>YouTube\u2019un eski \u00e7al\u0131\u015fan\u0131 Guillaume Chaslot, Zeynep T\u00fcfek\u00e7i\u2019nin savlar\u0131n\u0131 detayl\u0131 olarak ele ald\u0131. Chaslot, YouTube tekliflerinin asl\u0131nda <strong>komplo teorileri<\/strong> ve temelde yanl\u0131\u015f olan g\u00f6r\u00fcnt\u00fclere kar\u015f\u0131 \u00f6nyarg\u0131l\u0131 oldu\u011funu lakin insanlar\u0131n sitede daha fazla vakit ge\u00e7irmesinin yolunun da buralardan ge\u00e7ti\u011fini s\u00f6yl\u00fcyor.\u00a0<\/p>\n<p>\u0130zlenme m\u00fcddetlerinin olabilecek en<strong> \u00fcst seviyeye <\/strong>\u00e7\u0131kar\u0131lmas\u0131, YouTube\u2019un algoritmalar\u0131n\u0131n temelini olu\u015fturuyor. YouTube\u2019un bir \u015firket olarak bu hususta \u015feffaf olmamas\u0131, radikalle\u015fmeye kar\u015f\u0131 \u00e7abay\u0131 imkans\u0131z hale getiriyor. \u015eeffafl\u0131k olmadan, bu durumu g\u00fczelle\u015ftirmenin yollar\u0131n\u0131 bulmak s\u0131k\u0131nt\u0131.\u00a0<\/p>\n<p>\u015eeffaf olmama konusunda YouTube, pek de yaln\u0131z de\u011fil. \u015eirketlerden\u00a0devlet kurumlar\u0131na kadar bir \u00e7ok yap\u0131lanma, b\u00fcy\u00fck sistemleri hakk\u0131nda <strong>\u015feffaf <\/strong>davranm\u0131yor. \u00c7ocuklar\u0131n okullara yerle\u015ftirilmesini sa\u011flayan sistemlerden, kredi puanlar\u0131n\u0131n belirlenmesine kadar bir \u00e7ok sistem, makine \u00f6\u011frenme algoritmalar\u0131n\u0131 kullan\u0131yor. \u00c7oklukla de bu sistemlerin nas\u0131l karar verdikleri hakk\u0131nda kurumlar ve \u015firketler taraf\u0131ndan a\u00e7\u0131klama yap\u0131lm\u0131yor.\u00a0<\/p>\n<p><b>Teklif sisteminin nas\u0131l i\u015fledi\u011fini a\u00e7\u0131klanmas\u0131 gerekiyor<\/b><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.webtekno.com\/images\/editor\/default\/0002\/42\/10bfe7eb5d164a8eae9853e418bf3e9b3c76f355.jpeg\"\/><\/p>\n<p>Makine \u00f6\u011frenme sistemleri \u00e7oklukla <strong>b\u00fcy\u00fck ve karma\u015f\u0131kt\u0131r<\/strong>. Bu sistemler, genel olarak bilginin girdi\u011fi, yeniden bilgi ve hareketin ortaya \u00e7\u0131kt\u0131\u011f\u0131 kara kutular olarak tan\u0131mlan\u0131r. Bu nedenle YouTube\u2019un teklif sistemi \u00fczere algoritmalar\u0131n tam olarak nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 bilmeden, sitenin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 anlamaya \u00e7al\u0131\u015fmak kaputu a\u00e7madan bir otomobilin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 anlamaya \u00e7al\u0131\u015fmaya emsal.<\/p>\n<p>Radikallik ve a\u015f\u0131r\u0131l\u0131\u011f\u0131n \u00f6nlenmesi i\u00e7in \u015firketler ve devlet kurumlar\u0131, kulland\u0131klar\u0131 algoritmalar konusunda daha \u015feffaf olabilirler. Bu \u015feffafl\u0131\u011f\u0131 sa\u011flaman\u0131n iki yolu bulunuyor. Birincisi, kar\u015f\u0131<strong> olgusal a\u00e7\u0131klamalar\u0131n <\/strong>sunulmas\u0131. Kar\u015f\u0131 a\u00e7\u0131klamalar i\u00e7in algoritman\u0131n b\u00fct\u00fcn mant\u0131\u011f\u0131 anlat\u0131lmadan temel mant\u0131\u011f\u0131 a\u00e7\u0131klanabilir. Bir bankan\u0131n kredi puan\u0131 belirlemesinde, \u201c<em>18 ya\u015f\u0131ndan b\u00fcy\u00fckseniz ve evvelce borcunuz yoksa krediniz kabul edilir<\/em>\u201d halinde bir a\u00e7\u0131klama yapmas\u0131, sistemin i\u015fleyi\u015fi i\u00e7in kolay ancak tesirli bir tan\u0131mlama olabilir.<\/p>\n<p>\u0130kinci yol ise algoritma testi ve kontrol\u00fcd\u00fcr. Algoritmalar\u0131n geriye yanl\u0131\u015fs\u0131z test edilmesi ve daima olarak <strong>denetlenmesi,<\/strong> yanl\u0131\u015f tekliflerin \u00f6n\u00fcne ge\u00e7ilmesini sa\u011flayabilir. YouTube\u2019un algoritmas\u0131n\u0131n denetlenmesi, teklif \u00f6zelli\u011finin hangi g\u00f6r\u00fcnt\u00fcleri \u00f6ncelikli olarak \u00f6nerildi\u011fini ortaya \u00e7\u0131karabilir.\u00a0<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.webtekno.com\/images\/editor\/default\/0002\/42\/1212bf5571e7429b5c3e4c297ccb340fc61c2cbc.jpeg\"\/><\/p>\n<p>Kar\u015f\u0131 olgusal a\u00e7\u0131klamalar yahut algoritma kontrol\u00fcn\u00fc yapmak, s\u0131k\u0131nt\u0131 ve maliyetli bir s\u00fcre\u00e7 olsa da ziyadesiyle k\u0131ymetlidir. Zira kar\u015f\u0131s\u0131na \u00e7\u0131kan alternatif,\u00a0<strong>insanl\u0131k i\u00e7in<\/strong> daha makus sonu\u00e7lar ortaya \u00e7\u0131karabilir. Algoritmalar denetim edilmez ve denetlenmezse, komplo teorisyenlerinin ve a\u015f\u0131r\u0131l\u0131k yanl\u0131lar\u0131n\u0131n medyay\u0131 kademeli olarak ele ge\u00e7irmesi kelam konusu olabilir.\u00a0<\/p>\n<div> <\/div>\n","protected":false},"excerpt":{"rendered":"<p>YouTube\u2019un algoritmas\u0131 hakk\u0131nda kaleme al\u0131nan yeni bir makale, YouTube\u2019un radikalle\u015fmeye sebepoldu\u011fu tart\u0131\u015fmalar\u0131n\u0131n tekrar alevlenmesi neden &#8230;<\/p>\n","protected":false},"author":1,"featured_media":16592,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[15],"tags":[2131,3294,1460,310,3293],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/16591"}],"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=16591"}],"version-history":[{"count":1,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/16591\/revisions"}],"predecessor-version":[{"id":16593,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/16591\/revisions\/16593"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/media\/16592"}],"wp:attachment":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16591"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16591"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16591"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}