{"id":3533,"date":"2022-03-30T18:00:04","date_gmt":"2022-03-30T15:00:04","guid":{"rendered":"https:\/\/kutaybilen.com.tr\/?p=3533"},"modified":"2022-03-30T18:00:04","modified_gmt":"2022-03-30T15:00:04","slug":"microsoft-bingiin-algoritmasini-kullanima-sundu","status":"publish","type":"post","link":"https:\/\/kutaybilen.com.tr\/?p=3533","title":{"rendered":"Microsoft, Bing&#8217;iin Algoritmas\u0131n\u0131 Kullan\u0131ma Sundu"},"content":{"rendered":"<p>Eskisine oranla \u00e7ok daha ak\u0131ll\u0131 hale gelen arama motorlar\u0131, art\u0131k yaln\u0131zca ilgili anahtar s\u00f6zleri e\u015fle\u015ftiren ara\u00e7lardan daha fazlas\u0131 haline gelmi\u015f durumda. \u00d6rne\u011fin arama motoruna &#8220;Paris&#39;teki kulenin\u00a0y\u00fcksekli\u011fi ne kadar?&#8221; diye dordu\u011funuzda size\u00a0Eyfel Kulesi&#39;nin 324 metre y\u00fcksekli\u011finde 81 katl\u0131 bir bina oldu\u011funu s\u00f6yler. Yani kulenin ismini arama kutusuna yazmasan\u0131z bile bu yan\u0131ta ula\u015fabilmeniz m\u00fcmk\u00fcn.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.webtekno.com\/images\/editor\/default\/0002\/02\/0fba4b2d3a88715a675942024e2e8572354ddc14.png\"\/><\/p>\n<p>Arama motorlar\u0131, bunu makine tahsilini kullanarak yapabiliyor.\u00a0Makine tahsili algoritmalar\u0131;\u00a0web sayfalar\u0131nda, foto\u011fraflarda, seslerde yahut g\u00f6r\u00fcnt\u00fclerde metin olup olmad\u0131\u011f\u0131na bak\u0131lmaks\u0131z\u0131n girdi bilgilerini g\u00f6stermek i\u00e7in vekt\u00f6rleri kullan\u0131yor.\u00a0Bing, milyarlarca vekt\u00f6r\u00fc,\u00a0dizine al\u0131nan t\u00fcm farkl\u0131 medya \u00e7e\u015fitleri i\u00e7in yakal\u0131yor.\u00a0Microsoft, vekt\u00f6rleri aramak i\u00e7in\u00a0SPTAG (&#8220;Space Partition Tree and Graph&#8221;) olarak isimlendirdi\u011fi bir algoritma kullan\u0131yor. Arama sorgusu,\u00a0bir vekt\u00f6re d\u00f6n\u00fc\u015ft\u00fcr\u00fcl\u00fcyor.\u00a0SPTAG, aramayla ilgili vekt\u00f6rleri bulmak i\u00e7in\u00a0&#8220;approximate nearest neighbors&#8221; (ANN) \u00f6zelli\u011fini\u00a0kullan\u0131yor.<\/p>\n<p>Bu \u00f6zellik do\u011frultusunda; arama akabinde \u00e7\u0131kan sonu\u00e7, &#8220;Paris&#39;teki kulenin y\u00fcksekli\u011fi ne kadar?&#8221; sorusunun yan\u0131t\u0131n\u0131n bulunabilece\u011fi, bahse en yak\u0131n sayfa\u00a0oluyor. Bu sayfa, b\u00fcy\u00fck ihtimalle Eyfel Kulesi&#39;yle alakal\u0131 oluyor.<\/p>\n<p>Microsoft, a\u00e7\u0131k kaynak kodlu SPTAG algoritmas\u0131n\u0131 bug\u00fcn\u00a0GitHub&#39;da yay\u0131mlad\u0131. Kod, Bing&#39;deki sorular\u0131 cevaplamak i\u00e7in kullan\u0131l\u0131yor lakin geli\u015ftiriciler bu algoritmay\u0131 kendi arama motorlar\u0131 i\u00e7in kullanabiliyorlar. Tek bir makine, 250 milyon vekt\u00f6r\u00fc kullanabiliyor ve saniyede 1.000 sorguyu yan\u0131tlayabiliyor.<\/p>\n<p>Microsoft CEO&#39;su Satya Nadella, &#8220;yapay zekay\u0131\u00a0demokratize etme&#8221; dile\u011fi \u00fczerine\u00a0konu\u015ftu. Algoritman\u0131n herkesin kullan\u0131m\u0131na a\u00e7\u0131k oldu\u011funu s\u00f6yledi. Ayr\u0131yeten de\u011ferli uzmanl\u0131k gerektiren \u00f6zel bir ara\u00e7 oldu\u011funu lakin \u00e7e\u015fitli geli\u015ftiricilerin \u00e7e\u015fitli sorunlar\u0131 \u00e7\u00f6zen ara\u00e7 setlerinin bir mod\u00fcl\u00fc olarak kullanabileceklerini belirtti.<\/p>\n<div> <\/div>\n<div>\n<div> <\/div>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Eskisine oranla \u00e7ok daha ak\u0131ll\u0131 hale gelen arama motorlar\u0131, art\u0131k yaln\u0131zca ilgili anahtar s\u00f6zleri e\u015fle\u015ftiren ara\u00e7lardan daha fazlas\u0131 haline &#8230;<\/p>\n","protected":false},"author":1,"featured_media":3534,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[854],"tags":[1086],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/3533"}],"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=3533"}],"version-history":[{"count":1,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/3533\/revisions"}],"predecessor-version":[{"id":3535,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/3533\/revisions\/3535"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/media\/3534"}],"wp:attachment":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3533"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3533"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3533"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}