{"id":1878,"date":"2022-06-14T19:00:00","date_gmt":"2022-06-14T16:00:00","guid":{"rendered":"https:\/\/infoset.app\/blog\/?p=1878"},"modified":"2022-06-07T14:19:52","modified_gmt":"2022-06-07T11:19:52","slug":"dogal-dil-isleme-nedir-nerelerde-kullanilir","status":"publish","type":"post","link":"https:\/\/infoset.app\/blog\/tr\/dogal-dil-isleme-nedir-nerelerde-kullanilir\/","title":{"rendered":"Do\u011fal Dil \u0130\u015fleme Nedir? Nerelerde Kullan\u0131l\u0131r?"},"content":{"rendered":"\n<p>Yapay zeka teknolojilerinin alt kategorilerinden biri olan do\u011fal dil i\u015fleme, makinalar\u0131n insanlar\u0131n konu\u015fmakta oldu\u011fu dili al\u0131p i\u015flemesi \u015feklinde \u00e7al\u0131\u015f\u0131r. Bilgisayar d\u00fcnyas\u0131nda yer alan makina dilinin yan\u0131 s\u0131ra NLP, sesli metinleri analiz etmeye yard\u0131mc\u0131 olur. Peki, do\u011fal dil i\u015fleme nas\u0131l olu\u015fturulur? <\/p>\n\n\n\n<h2><strong>Do\u011fal Dil \u0130\u015fleme<\/strong> <strong>Hakk\u0131nda<\/strong><\/h2>\n\n\n\n<p>Do\u011fal dil i\u015fleme (NLP); T\u00fcrk\u00e7e, Almanca, Frans\u0131zca ve \u0130ngilizce gibi do\u011fal dillerin kurall\u0131 yap\u0131lar\u0131n\u0131n \u00e7\u00f6z\u00fcmlenerek anla\u015f\u0131lmas\u0131n\u0131 ve yeniden \u00fcretilmesini kapsayan bir bilim dal\u0131d\u0131r. Bir\u00e7ok farkl\u0131 alanda kullan\u0131lmaktad\u0131r. <a href=\"https:\/\/www.ibm.com\/cloud\/learn\/natural-language-processing\" target=\"_blank\" rel=\"noreferrer noopener\">IBM<\/a>\u2019in konu hakk\u0131ndaki ara\u015ft\u0131rmalar\u0131na g\u00f6re; istenmeyen e-posta alg\u0131lamalar\u0131nda, Apple-Siri ve Amazon-Alexa gibi sohbet robotlar\u0131nda, sosyal medya platormlar\u0131ndaki duyarl\u0131l\u0131k analizlerinde ve makina \u00e7evirilerinde, do\u011fal dil i\u015fleme \u00e7al\u0131\u015fmalar\u0131ndan yararlan\u0131lmaktad\u0131r.\u00a0<\/p>\n\n\n\n<h2><strong>Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img src=\"https:\/\/infoset.app\/blog\/wp-content\/uploads\/2022\/06\/what-is-natural-language-processing-where-is-it-used-1-e1654600563990.jpg\" alt=\"do\u011fal dil i\u015fleme\" class=\"wp-image-1871\" width=\"419\" height=\"325\" srcset=\"https:\/\/infoset.app\/blog\/wp-content\/uploads\/2022\/06\/what-is-natural-language-processing-where-is-it-used-1-e1654600563990.jpg 769w, https:\/\/infoset.app\/blog\/wp-content\/uploads\/2022\/06\/what-is-natural-language-processing-where-is-it-used-1-e1654600563990-300x233.jpg 300w, https:\/\/infoset.app\/blog\/wp-content\/uploads\/2022\/06\/what-is-natural-language-processing-where-is-it-used-1-e1654600563990-87x67.jpg 87w\" sizes=\"(max-width: 419px) 100vw, 419px\" \/><\/figure><\/div>\n\n\n\n<p>NLP\u2019ye eklenen yap\u0131land\u0131r\u0131lmam\u0131\u015f veriler, makina arac\u0131l\u0131\u011f\u0131yla belirlenen kurallara g\u00f6re uygun bir forma getirilir, tan\u0131mlan\u0131r ve \u00e7\u00f6z\u00fcmlenir. Makina, \u00e7al\u0131\u015f\u0131lan diller i\u00e7in ili\u015fkisel anlamlar \u00e7\u0131karmak i\u00e7in algoritma ve kodlardan yararlan\u0131r. <a href=\"https:\/\/www.sas.com\/tr_tr\/insights\/analytics\/what-is-natural-language-processing-nlp.html#:~:text=Natural%20language%20processing%20helps%20computers,determine%20which%20parts%20are%20important.\" target=\"_blank\" rel=\"noreferrer noopener\">Sas<\/a>\u2019\u0131n verilerine g\u00f6re; NLP farkl\u0131 dillerdeki belirsizli\u011fi \u00e7\u00f6zmek i\u00e7in makina \u00f6\u011frenmesi ve derin \u00f6\u011frenmelerinden de faydalanmaktad\u0131r.\u00a0<\/p>\n\n\n\n<h2><strong>Do\u011fal Dil \u0130\u015fleme Hatt\u0131 Nas\u0131l Olu\u015fturulur?<\/strong><\/h2>\n\n\n\n<p>Do\u011fal dil i\u015fleme hatt\u0131, 5 ad\u0131ml\u0131 bir s\u00fcre\u00e7ten olu\u015fur. Bunlar:<\/p>\n\n\n\n<p><strong>1) C\u00fcmle Segmentasyon:<\/strong>Sesli metin c\u00fcmlelere ay\u0131rarak analiz edilmelidir. B\u00f6ylelikle uzun metinler daha h\u0131zl\u0131 bir \u015fekilde ayr\u0131\u015ft\u0131r\u0131labilir.&nbsp;<\/p>\n\n\n\n<p><strong>2) Kelime Tokenizasyonu: <\/strong>Tokenizasyon, i\u015flemleri dijitalize etmek anlam\u0131na gelen bir terimdir. C\u00fcmlelere ayr\u0131lm\u0131\u015f olan metni daha sonra tokenlere ay\u0131rmak, her bir c\u00fcmleyi tek tek i\u015flemeyi kolayla\u015ft\u0131r\u0131r.<\/p>\n\n\n\n<p><strong>3) Tokenler ve S\u00f6zc\u00fck Tahminleri: <\/strong>Ayr\u0131lan tokenlerin kelime yap\u0131lar\u0131 (fiil, \u00f6zne gibi) tahmin edilir. B\u00f6ylelikle c\u00fcmle i\u00e7inde yer alan t\u00fcm kelimelerin rolleri bilinir ve en do\u011fru sonuca yak\u0131n analiz imkan\u0131 sa\u011flar.<\/p>\n\n\n\n<p><strong>4) Kelime Lemmetizasyonu: <\/strong>Lemmetiazsyon, kelimelerin yal\u0131n hallerini bulmay\u0131 sa\u011flayan i\u015flemin ad\u0131d\u0131r. Bir\u00e7ok dilde en basit kelimelerin bile tekil halleri ve \u00e7o\u011ful halleri aras\u0131nda fark vard\u0131r. Kelimelerin yal\u0131n hallerini paragraf ve kelime lemmetizasyonu ile bulmak m\u00fcmk\u00fcnd\u00fcr.<\/p>\n\n\n\n<p><strong>5) Tekrarlayan Kelimeleri Belirleme: <\/strong>Metin i\u00e7erisinde ge\u00e7en \u201cve, gibi, ama\u201d \u015feklinde s\u0131k tekrarlanan kelimeleri, analizden \u00f6nce filtrelenir ve ayr\u0131\u015ft\u0131\u0131l\u0131r.<\/p>\n\n\n\n<h2><strong>Do\u011fal Dil \u0130\u015fleme i\u00e7in Bilinmesi Gereken Morfolojiler<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img src=\"https:\/\/infoset.app\/blog\/wp-content\/uploads\/2022\/06\/what-is-natural-language-processing-where-is-it-used-2-e1654600597844-1024x643.jpg\" alt=\"do\u011fal dil i\u015fleme\" class=\"wp-image-1873\" width=\"457\" height=\"286\" srcset=\"https:\/\/infoset.app\/blog\/wp-content\/uploads\/2022\/06\/what-is-natural-language-processing-where-is-it-used-2-e1654600597844-1024x643.jpg 1024w, https:\/\/infoset.app\/blog\/wp-content\/uploads\/2022\/06\/what-is-natural-language-processing-where-is-it-used-2-e1654600597844-300x188.jpg 300w, https:\/\/infoset.app\/blog\/wp-content\/uploads\/2022\/06\/what-is-natural-language-processing-where-is-it-used-2-e1654600597844-768x482.jpg 768w, https:\/\/infoset.app\/blog\/wp-content\/uploads\/2022\/06\/what-is-natural-language-processing-where-is-it-used-2-e1654600597844.jpg 1047w\" sizes=\"(max-width: 457px) 100vw, 457px\" \/><\/figure><\/div>\n\n\n\n<p>Do\u011fal dil i\u015fleme i\u00e7in bilinmesi gereken \u00f6nemli noktalardan biri, \u00fczerinde \u00e7al\u0131\u015f\u0131lan dilin morfolojisidir. Her dilin kendine \u00f6zg\u00fc kurallar\u0131, yaz\u0131m ve s\u00f6yleyi\u015f t\u00fcrleri vard\u0131r. Bu y\u00fczden, NLP ile \u00e7al\u0131\u015f\u0131lacak diller i\u00e7in dil \u00f6zelliklerini kategorize etmek \u00f6nemlidir. Do\u011fal dil i\u015fleme ile ilgilenirken \u00fczerinde \u00e7al\u0131\u015f\u0131lan dilin, dil morfolojisi seviyelerini bilmek olduk\u00e7a \u00f6nemlidir, bunlar;<\/p>\n\n\n\n<ul><li>Anlamsal morfoloji,<\/li><li>S\u00f6z dizimi morfolojisi,<\/li><li>S\u00f6ylemsel morfoloji,<\/li><li>Kelime bilimi morfolojisi.&nbsp;<\/li><\/ul>\n\n\n\n<h2><strong>Do\u011fal Dil \u0130\u015flemenin Faydalar\u0131 Nelerdir?<\/strong><\/h2>\n\n\n\n<p>\u0130leri teknolojiler kullan\u0131larak ger\u00e7ekle\u015ftirilen do\u011fal dil i\u015fleme \u00e7al\u0131\u015fmalar\u0131n\u0131n sa\u011flad\u0131\u011f\u0131 faydalar\u0131 \u015fu \u015fekilde s\u0131ralayabiliriz:&nbsp;<\/p>\n\n\n\n<ul><li>Yaz\u0131l\u0131 olan d\u00f6k\u00fcmanlar otomatik olarak \u00e7evrilir,<\/li><li>Soru-cevap makinalar\u0131n\u0131n <a href=\"https:\/\/infoset.app\/blog\/tr\/yardim-masasi-yazilimi-nedir\/\" target=\"_blank\" rel=\"noreferrer noopener\">yaz\u0131l\u0131mlar\u0131nda<\/a> kullan\u0131l\u0131r,<\/li><li>Komut anlama i\u00e7in kullan\u0131l\u0131r,<\/li><li>Otomatik konu\u015fma i\u00e7in kullan\u0131l\u0131r,<\/li><li>Dil \u00e7evirileri yap\u0131l\u0131r,<\/li><li>Yaz\u0131m denetimi yap\u0131l\u0131r,<\/li><li>Ses ve karakter tan\u0131ma analizi yap\u0131l\u0131r.<\/li><\/ul>\n\n\n\n<h2><strong>Infoset ile M\u00fc\u015fterilerinize En Son Teknolojilerle Ula\u015f\u0131n&nbsp;<\/strong><\/h2>\n\n\n\n<p>Kurumsal d\u00fczeyde NLP gibi yapay zeka ve teknolojilerinin kullan\u0131lmas\u0131 iyi bir m\u00fc\u015fteri deneyimine de ortam haz\u0131rlar. Bu s\u00fcrecin bir par\u00e7as\u0131 olarak m\u00fc\u015fteri geri bildirimleri i\u00e7in veya \u00fcr\u00fcn\/hizmet sat\u0131n alma esnas\u0131nda m\u00fc\u015fteri deste\u011fi i\u00e7in kullan\u0131lan sistemler b\u00fcy\u00fck \u00f6nem ta\u015f\u0131maktad\u0131r. Infoset ile t\u00fcm destek ve sat\u0131\u015f s\u00fcre\u00e7lerinizi y\u00f6netebilir, m\u00fc\u015fterilerinize sa\u011flad\u0131\u011f\u0131n\u0131z \u00e7a\u011fr\u0131 merkezi altyap\u0131s\u0131yla g\u00fcvenli ve etkili bir ileti\u015fim sa\u011flayabilirsiniz. M\u00fc\u015fterilerinize daha iyi bir deneyim sunmak i\u00e7in Infoset&#8217;i hemen bug\u00fcn <a href=\"https:\/\/infoset.app\/tr\/\" target=\"_blank\" rel=\"noreferrer noopener\">kullanmaya ba\u015flay\u0131n!<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/infoset.app\/tr\/signup?utm_source=blog\" target=\"_blank\" rel=\"noopener\"><img width=\"1440\" height=\"520\" src=\"https:\/\/infoset.app\/blog\/wp-content\/uploads\/2021\/09\/blogCta_tr-1.png\" alt=\"\" class=\"wp-image-350\"\/><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Bu makalemizde do\u011fal dil i\u015flemenin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131ndan ve hangi alanlarda kullan\u0131ld\u0131\u011f\u0131ndan bahsedece\u011fiz.\u00a0<\/p>\n","protected":false},"author":2,"featured_media":1869,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[445],"tags":[1163,1161],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v17.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Do\u011fal Dil \u0130\u015fleme Nedir? 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