{"id":1505,"date":"2024-01-12T14:46:29","date_gmt":"2024-01-12T14:46:29","guid":{"rendered":"http:\/\/Artiwise%20Team"},"modified":"2026-02-27T08:22:14","modified_gmt":"2026-02-27T08:22:14","slug":"dogal-dil-isleme-mantigini-3-adimda-ogrenin-artiwise","status":"publish","type":"post","link":"https:\/\/artiwise.com\/tr\/2024\/01\/12\/dogal-dil-isleme-mantigini-3-adimda-ogrenin-artiwise\/","title":{"rendered":"Do\u011fal Dil \u0130\u015fleme Mant\u0131\u011f\u0131n\u0131 3 Ad\u0131mda \u00d6\u011frenin"},"content":{"rendered":"\r\n

Do\u011fal dil i\u015fleme \u00e7o\u011funlukla NLP (Natural Language Processing) olarak bilinmektedir. Do\u011fal dil i\u015fleme s\u00fcreci, insanlar ve do\u011fal dili \u00e7\u00f6z\u00fcmleyen bilgisayarlar aras\u0131ndaki ili\u015fkiyi anlamland\u0131ran bir yapay zek\u00e2 fonksiyonudur. Yani do\u011fal dil i\u015fleme, konu\u015fma dillerinin i\u015flenmesi ve makinelerce de kullan\u0131lmas\u0131 i\u00e7in yap\u0131lan \u00e7al\u0131\u015fmalar\u0131 kapsamaktad\u0131r.<\/p>\r\n\r\n\r\n\r\n

G\u00fcnl\u00fck hayat\u0131m\u0131zda s\u0131k s\u0131k kulland\u0131\u011f\u0131m\u0131z do\u011fal dil i\u015fleme mant\u0131\u011f\u0131 ile ilgili bilinmesi gereken baz\u0131 parametreler vard\u0131r. Bu ama\u00e7la, yaz\u0131m\u0131zda sizler i\u00e7in T\u00fcrk\u00e7e do\u011fal dil i\u015fleme nas\u0131l yap\u0131l\u0131r sorusuna cevap verece\u011fiz ve do\u011fal dil i\u015flemelerine \u00f6rnekler verece\u011fiz.<\/p>\r\n\r\n\r\n\r\n

T\u00fcrk\u00e7e Do\u011fal Dil \u0130\u015fleme Nas\u0131l Yap\u0131l\u0131r?<\/strong><\/h2>\r\n\r\n\r\n\r\n\r\n\r\n

Do\u011fal dil i\u015flemede yap\u0131land\u0131r\u0131lmam\u0131\u015f dil verilerinin makina taraf\u0131ndan bir forma d\u00f6n\u00fc\u015ft\u00fcr\u00fclecek \u015fekilde do\u011fal dil kurallar\u0131na g\u00f6re tan\u0131mlamak ve \u00e7\u00f6z\u00fcmlemek amac\u0131yla algoritmalar\u0131n uygulanmas\u0131 ad\u0131mlar\u0131n\u0131 i\u00e7erir. Yani bir yaz\u0131l\u0131m\u0131 metin girdisi verildi\u011finde bilgisayar her c\u00fcmle ile ili\u015fkili anlam \u00e7\u0131karmak ve bunlardan gerekli verileri toplamak i\u00e7in algoritmalar kullan\u0131r. Baz\u0131 durumlarda bilgisayar zek\u00e2s\u0131 bu anlamland\u0131rmay\u0131 yaparken ba\u015far\u0131s\u0131z olabilir.<\/p>\r\n\r\n\r\n\r\n

Ba\u015far\u0131s\u0131z bir sonu\u00e7 al\u0131nd\u0131\u011f\u0131nda ise genellikle ard\u0131\u015f\u0131k d\u00fczen olu\u015fturmak gerekir. Ard\u0131\u015f\u0131k d\u00fczen olu\u015fturabilmek i\u00e7in probleminizi k\u00fc\u00e7\u00fck par\u00e7alara ay\u0131rmak ve daha sonra her k\u00fc\u00e7\u00fck par\u00e7ay\u0131 ayr\u0131 ayr\u0131 anlamland\u0131rmak gereklidir. Bu anlamland\u0131rma s\u00fcrecinde de makina \u00f6\u011frenimini gerekmektedir. Daha sonras\u0131nda ise birbirini besleyen birka\u00e7 makina \u00f6\u011frenme modelini bir araya getirerek daha karma\u015f\u0131k problemleri sonu\u00e7land\u0131rabilirsiniz. Bu durum do\u011fal dil i\u015fleme i\u00e7in kullan\u0131lan stratejinin \u00f6zetidir.<\/p>\r\n\r\n\r\n\r\n

Do\u011fal dil i\u015fleme alan\u0131nda ayr\u0131ca Sentaks (Syntax, S\u00f6zdizimi), Semantik ve S\u00f6ylem (Discourse) analizi gibi \u00e7e\u015fitli teknikler de kullan\u0131lmaktad\u0131r.<\/p>\r\n\r\n\r\n\r\n

Do\u011fal Dil \u0130\u015fleme \u00d6rnekleri<\/strong><\/h2>\r\n\r\n\r\n\r\n\r\n\r\n

Do\u011fal dil i\u015fleme terimini g\u00fcnl\u00fck hayat\u0131m\u0131zda pek fazla duymasak da asl\u0131nda bir\u00e7ok teknolojik uygulama ile hayat\u0131m\u0131z\u0131n tam i\u00e7indedir. Do\u011fal dil i\u015flemelerine \u00f6rnekler verecek olursak;<\/p>\r\n\r\n\r\n\r\n

Metinlerin dil bilgisi do\u011frulu\u011funu kontrol etmek i\u00e7in Microsoft Word ve Grammarly gibi uygulamalar<\/p>\r\n\r\n\r\n\r\n

Google Asistan, Siri, Cortana ve Alexa gibi ki\u015fisel asistan uygulamalar\u0131<\/p>\r\n\r\n\r\n\r\n

Google, Yandex \u00c7eviri gibi dil \u00e7eviri uygulamalar\u0131<\/p>\r\n\r\n\r\n\r\n

Paraphrasing, Word Spinner gibi c\u00fcmlelerdeki anlamsal b\u00fct\u00fcnl\u00fc\u011f\u00fc bozmadan de\u011fi\u015fiklik yapan kelime i\u015flemcileri<\/p>\r\n\r\n\r\n\r\n

\u00c7a\u011fr\u0131 merkezlerinde kullan\u0131lan Sesli Yan\u0131t (IVR), Sesli Y\u00f6nlendirme (Call Steering) uygulamalar\u0131 gibi pek \u00e7ok uygulama, do\u011fal dil i\u015fleme \u00f6rnekleri olarak verilebilir.<\/p>\r\n\r\n\r\n\r\n

Bu yaz\u0131m\u0131zda sizler i\u00e7in T\u00fcrk\u00e7e do\u011fal dil i\u015fleme nas\u0131l yap\u0131l\u0131r sorusuna cevap verdik ve do\u011fal dil i\u015flemelerine \u00f6rnekler verdik.<\/p>\r\n\r\n\r\n","protected":false},"excerpt":{"rendered":"

Do\u011fal dil i\u015fleme \u00e7o\u011funlukla NLP (Natural Language Processing) olarak bilinmektedir. Do\u011fal dil i\u015fleme s\u00fcreci, insanlar ve do\u011fal dili \u00e7\u00f6z\u00fcmleyen bilgisayarlar aras\u0131ndaki ili\u015fkiyi anlamland\u0131ran bir yapay zek\u00e2 fonksiyonudur. Yani do\u011fal dil i\u015fleme, konu\u015fma dillerinin i\u015flenmesi ve makinelerce de kullan\u0131lmas\u0131 i\u00e7in yap\u0131lan \u00e7al\u0131\u015fmalar\u0131 kapsamaktad\u0131r. G\u00fcnl\u00fck hayat\u0131m\u0131zda s\u0131k s\u0131k kulland\u0131\u011f\u0131m\u0131z do\u011fal dil i\u015fleme mant\u0131\u011f\u0131 ile ilgili bilinmesi gereken […]<\/p>\n","protected":false},"author":1,"featured_media":2666,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[110],"tags":[],"sektor":[133],"class_list":["post-1505","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-post","sektor-cx-genel"],"yoast_head":"\nDo\u011fal Dil \u0130\u015fleme Mant\u0131\u011f\u0131n\u0131 3 Ad\u0131mda \u00d6\u011frenin | Artiwise Blog<\/title>\n<meta name=\"description\" content=\"\u0130ngilizce ad\u0131 NPL yani Natural Language Processing olan do\u011fal dil i\u015flemenin geli\u015ftirilme mant\u0131\u011f\u0131n\u0131 sizler i\u00e7in derledik.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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