{"id":11552,"date":"2022-04-16T14:59:07","date_gmt":"2022-04-16T11:59:07","guid":{"rendered":"https:\/\/kutaybilen.com.tr\/?p=11552"},"modified":"2022-04-16T14:59:07","modified_gmt":"2022-04-16T11:59:07","slug":"google-makine-tahsili-ile-arama-sonuclarini-guzellestiriyor","status":"publish","type":"post","link":"https:\/\/kutaybilen.com.tr\/?p=11552","title":{"rendered":"Google, Makine Tahsili ile Arama Sonu\u00e7lar\u0131n\u0131 G\u00fczelle\u015ftiriyor"},"content":{"rendered":"<p>Google&#39;da her g\u00fcn <strong>milyarlarca arama<\/strong> yap\u0131l\u0131yor ve arama motoru\u00a0yakla\u015f\u0131k %15 oran\u0131nda yeni sorgulamayla kar\u015f\u0131la\u015f\u0131yor. Elbette bu durum bazen hakikat sonu\u00e7lar\u0131n s\u0131ralanmas\u0131n\u0131n \u00f6n\u00fcnde mani te\u015fkil edebiliyor. \u015eirket yapt\u0131\u011f\u0131 a\u00e7\u0131klamayla, <strong>Google<\/strong>&#39;\u0131n art\u0131k aramalar\u0131 daha \u00e2l\u00e2 anlayaca\u011f\u0131n\u0131 a\u00e7\u0131klad\u0131.<\/p>\n<p>Google&#39;\u0131n arama sonu\u00e7lar\u0131 \u00f6z\u00fcnde kullan\u0131lan lisan\u0131 anlayabilmekle ilgili ve arama motoru makine \u00f6\u011frenmesiyle arama\u00a0tarihinin en b\u00fcy\u00fck at\u0131l\u0131m\u0131n\u0131 yapt\u0131. Ara\u015ft\u0131rma tak\u0131m\u0131,\u00a0<strong>lisan\u0131 manaya<\/strong> noktas\u0131ndaki \u00e7al\u0131\u015fmalar\u0131yla\u00a0son be\u015f y\u0131lda b\u00fcy\u00fck bir s\u0131\u00e7rama\u00a0sa\u011flad\u0131.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.webtekno.com\/images\/editor\/default\/0002\/25\/2f1d62a506f5f276386c616f7ae58fbd3373f583.jpeg\"\/><\/p>\n<p>Google ge\u00e7ti\u011fimiz sene <strong>&#8220;Bidirectional Encoder Representations from Transformers&#8221;\u200b\u00a0(BERT)<\/strong> denilen, do\u011fal lisan s\u00fcrece (NLP) \u00f6n e\u011fitimi i\u00e7in a\u00e7\u0131k kaynakl\u0131 ve a\u011f tabanl\u0131 bir teknik geli\u015ftirdi.\u00a0D\u00f6n\u00fc\u015ft\u00fcr\u00fcc\u00fclerden \u00c7ift \u0130stikametli Kodlay\u0131c\u0131 Teklifleri manas\u0131na gelen\u00a0teknoloji, kullan\u0131c\u0131lar\u0131n\u00a0en son teknolojiye sahip soru cevaplama sistemini e\u011fitmesini sa\u011fl\u0131yor.\u00a0<\/p>\n<p>BERT modelleri\u00a0bir s\u00f6z\u00fcn tam ba\u011flam\u0131n\u0131, \u00f6ncesinde ve sonras\u0131nda gelen s\u00f6zlere bakarak ele alabiliyor. B\u00f6ylece\u00a0arama motoru sorgular\u0131n\u0131n gerisindeki gayesi anlayabiliyor.<\/p>\n<p>BERT ile in\u015fa edilebilen\u00a0modellerden kimileri o kadar karma\u015f\u0131k ki, donan\u0131mlar\u0131n da hudutlar\u0131n\u0131 zorluyor.\u00a0Bu y\u00fczden Google arama sonu\u00e7lar\u0131n\u0131 daha g\u00fczel ve alakal\u0131 bilgilerle sunmak\u00a0i\u00e7in en son Cloud TPU&#39;lar\u0131n\u0131 (Bulut Tens\u00f6r S\u00fcre\u00e7 Birimi)\u00a0kullan\u0131yor.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.webtekno.com\/images\/editor\/default\/0002\/25\/7d65f01536fe091426bb08b5f57292189ea10442.jpeg\"\/><\/p>\n<p>Google verdi\u011fi \u00f6rnekte <em>&#8220;2019 Brezilya\u00a0yolcusu\u00a0ABD&#39;ye vize almas\u0131 gerekiyor&#8221;<\/em> halinde bir aramay\u0131 ele al\u0131yor. Asl\u0131nda arama ABD&#39;ye seyahat eden bir Brezilyal\u0131 hakk\u0131nda. \u00d6nceden\u00a0algoritmalar bu ayr\u0131m\u0131 anlam\u0131yordu ve Brezilya&#39;ya seyahat eden ABD vatanda\u015flar\u0131 hakk\u0131nda da sonu\u00e7lar veriliyordu.\u00a0BERT ile arama motoru\u00a0aradaki fark\u0131 anlayabilecek ve ABD&#8221;ye&#8221;\u00a0kelimesinin k\u0131ymetli oldu\u011funu saptayarak daha alakal\u0131 sonu\u00e7lar \u00f6nerecek.<\/p>\n<p>Google BERT&#39;i t\u00fcm d\u00fcnyadaki be\u015ferler i\u00e7in daha da g\u00fczelle\u015ftirmeyi hedefliyor. Olay daha evvel de belirtti\u011fimiz \u00fczere <strong>lisan\u0131 daha yeterli anlamak<\/strong>. Lakin bu noktada elbette insanlar\u0131n da dengeli aramalar yapmalar\u0131 gerekiyor. Bakal\u0131m Google, arama sonu\u00e7lar\u0131nda ne kadar ileri gidebilecek.<\/p>\n<div> <\/div>\n","protected":false},"excerpt":{"rendered":"<p>Google&#39;da her g\u00fcn milyarlarca arama yap\u0131l\u0131yor ve arama motoru\u00a0yakla\u015f\u0131k %15 oran\u0131nda yeni sorgulamayla kar\u015f\u0131la\u015f\u0131yor. Elbette bu durum bazen &#8230;<\/p>\n","protected":false},"author":1,"featured_media":11553,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[15],"tags":[1086,874],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/11552"}],"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=11552"}],"version-history":[{"count":1,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/11552\/revisions"}],"predecessor-version":[{"id":11554,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/11552\/revisions\/11554"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/media\/11553"}],"wp:attachment":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=11552"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=11552"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=11552"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}