{"id":14584,"date":"2026-02-23T23:43:43","date_gmt":"2026-02-23T20:43:43","guid":{"rendered":"https:\/\/www.stradiji.com\/?post_type=seo_sozlugu&#038;p=14584"},"modified":"2026-02-23T23:45:11","modified_gmt":"2026-02-23T20:45:11","slug":"nlp-nedir","status":"publish","type":"seo_sozlugu","link":"https:\/\/www.stradiji.com\/tr\/seo-sozlugu\/nlp-nedir\/","title":{"rendered":"NLP (Do\u011fal Dil \u0130\u015fleme) Nedir?"},"content":{"rendered":"<h3 data-start=\"265\" data-end=\"298\"><img decoding=\"async\" class=\"alignnone wp-image-14585 lazyload\" data-src=\"https:\/\/www.stradiji.com\/wp-content\/uploads\/2026\/02\/ChatGPT-Image-Feb-23-2026-11_40_35-PM-300x200.png\" alt=\"\" width=\"518\" height=\"345\" data-srcset=\"https:\/\/stradiji.wpenginepowered.com\/wp-content\/uploads\/2026\/02\/ChatGPT-Image-Feb-23-2026-11_40_35-PM-300x200.png 300w, https:\/\/stradiji.wpenginepowered.com\/wp-content\/uploads\/2026\/02\/ChatGPT-Image-Feb-23-2026-11_40_35-PM-1024x683.png 1024w, https:\/\/stradiji.wpenginepowered.com\/wp-content\/uploads\/2026\/02\/ChatGPT-Image-Feb-23-2026-11_40_35-PM.png 1536w\" data-sizes=\"(max-width: 518px) 100vw, 518px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 518px; --smush-placeholder-aspect-ratio: 518\/345;\" \/><\/h3>\n<p data-start=\"300\" data-end=\"591\">NLP (Natural Language Processing \u2013 Do\u011fal Dil \u0130\u015fleme), bilgisayarlar\u0131n insan dilini anlama, yorumlama ve yan\u0131t verme yetene\u011fini sa\u011flayan bir yapay zeka alan\u0131d\u0131r. Bu teknoloji, metin ve konu\u015fma verilerini analiz ederek makinelerin insan ileti\u015fimini anlaml\u0131 bir \u015fekilde i\u015flemesini m\u00fcmk\u00fcn k\u0131lar.<\/p>\n<p data-start=\"593\" data-end=\"812\">NLP\u2019yi anlayabilmek i\u00e7in yapay zeka ve makine \u00f6\u011frenmesi kavramlar\u0131n\u0131 bilmek gerekir. Makine \u00f6\u011frenmesi algoritmalar\u0131, b\u00fcy\u00fck veri k\u00fcmeleri \u00fczerinden \u00f6r\u00fcnt\u00fcler \u00f6\u011frenir. NLP ise bu \u00f6\u011frenme kapasitesini insan diline uygular.<\/p>\n<p data-start=\"814\" data-end=\"974\">Bug\u00fcn NLP, yaln\u0131zca teknik bir ara\u015ft\u0131rma alan\u0131 de\u011fil; arama motorlar\u0131n\u0131n, chatbot\u2019lar\u0131n, \u00e7eviri sistemlerinin ve semantik SEO stratejilerinin temel bile\u015fenidir.<\/p>\n<h2 data-start=\"981\" data-end=\"1016\"><strong>Do\u011fal Dil \u0130\u015flemenin Temel Amac\u0131<\/strong><\/h2>\n<p data-start=\"1018\" data-end=\"1126\">Do\u011fal Dil \u0130\u015flemenin amac\u0131, insan dilinin karma\u015f\u0131kl\u0131\u011f\u0131n\u0131 makinelerin anlayabilece\u011fi bir forma d\u00f6n\u00fc\u015ft\u00fcrmektir.<\/p>\n<p data-start=\"1128\" data-end=\"1155\">\u0130nsan dili \u00e7ok katmanl\u0131d\u0131r:<\/p>\n<ul data-start=\"1157\" data-end=\"1244\">\n<li data-start=\"1157\" data-end=\"1174\">\n<p data-start=\"1159\" data-end=\"1174\">Gramer yap\u0131s\u0131<\/p>\n<\/li>\n<li data-start=\"1175\" data-end=\"1195\">\n<p data-start=\"1177\" data-end=\"1195\">S\u00f6zc\u00fck anlamlar\u0131<\/p>\n<\/li>\n<li data-start=\"1196\" data-end=\"1208\">\n<p data-start=\"1198\" data-end=\"1208\">Deyimler<\/p>\n<\/li>\n<li data-start=\"1209\" data-end=\"1219\">\n<p data-start=\"1211\" data-end=\"1219\">Ba\u011flam<\/p>\n<\/li>\n<li data-start=\"1220\" data-end=\"1244\">\n<p data-start=\"1222\" data-end=\"1244\">\u0130roni ve \u00f6rt\u00fck anlam<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1246\" data-end=\"1487\">NLP sistemleri bu katmanlar\u0131 analiz ederek bir metnin ger\u00e7ek anlam\u0131n\u0131 \u00e7\u0131karmaya \u00e7al\u0131\u015f\u0131r. \u00d6rne\u011fin bir c\u00fcmledeki kelimeler tek tek de\u011fil, ba\u011flam i\u00e7inde de\u011ferlendirilir. Bu sayede sistem, kullan\u0131c\u0131n\u0131n ne demek istedi\u011fini daha do\u011fru analiz eder.<\/p>\n<h2 data-start=\"1494\" data-end=\"1516\"><strong>NLP Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/strong><\/h2>\n<p data-start=\"1518\" data-end=\"1709\">NLP, metni say\u0131sal verilere d\u00f6n\u00fc\u015ft\u00fcrerek \u00e7al\u0131\u015f\u0131r. Kelimeler matematiksel vekt\u00f6rler \u015feklinde temsil edilir. Ard\u0131ndan \u00e7e\u015fitli algoritmalar ve sinir a\u011flar\u0131 kullan\u0131larak bu veriler analiz edilir.<\/p>\n<p data-start=\"1711\" data-end=\"1733\">Modern NLP sistemleri:<\/p>\n<ul data-start=\"1735\" data-end=\"1809\">\n<li data-start=\"1735\" data-end=\"1762\">\n<p data-start=\"1737\" data-end=\"1762\">Derin \u00f6\u011frenme modelleri<\/p>\n<\/li>\n<li data-start=\"1763\" data-end=\"1779\">\n<p data-start=\"1765\" data-end=\"1779\">Sinir a\u011flar\u0131<\/p>\n<\/li>\n<li data-start=\"1780\" data-end=\"1809\">\n<p data-start=\"1782\" data-end=\"1809\">B\u00fcy\u00fck dil modelleri (LLM)<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1811\" data-end=\"1831\">\u00fczerine in\u015fa edilir.<\/p>\n<p data-start=\"1833\" data-end=\"2036\">BERT, GPT ve benzeri modeller, kelimeleri yaln\u0131zca y\u00fczeysel olarak de\u011fil, ba\u011flamsal olarak anlamland\u0131rabilir. Bu geli\u015fme, arama motorlar\u0131n\u0131n kullan\u0131c\u0131 niyetini \u00e7ok daha do\u011fru analiz etmesini sa\u011flam\u0131\u015ft\u0131r.<\/p>\n<h2 data-start=\"2043\" data-end=\"2078\"><strong>NLP\u2019nin Temel Uygulama Alanlar\u0131<\/strong><\/h2>\n<h4 data-start=\"2080\" data-end=\"2106\">Metin S\u0131n\u0131fland\u0131rmas\u0131<\/h4>\n<p data-start=\"2108\" data-end=\"2208\">Metinlerin belirli kategorilere ayr\u0131lmas\u0131d\u0131r. \u00d6rne\u011fin spam tespiti veya i\u00e7erik t\u00fcr\u00fc s\u0131n\u0131fland\u0131rmas\u0131.<\/p>\n<h4 data-start=\"2210\" data-end=\"2228\">Duygu Analizi<\/h4>\n<p data-start=\"2230\" data-end=\"2401\">M\u00fc\u015fteri yorumlar\u0131n\u0131n olumlu, olumsuz veya n\u00f6tr olarak analiz edilmesini sa\u011flar.<br data-start=\"2309\" data-end=\"2312\" \/>Bir e-ticaret platformu, kullan\u0131c\u0131 yorumlar\u0131ndaki duygu tonunu otomatik olarak \u00f6l\u00e7ebilir.<\/p>\n<h4 data-start=\"2403\" data-end=\"2462\">Adland\u0131r\u0131lm\u0131\u015f Varl\u0131k Tan\u0131ma (Named Entity Recognition)<\/h4>\n<p data-start=\"2464\" data-end=\"2625\">Metin i\u00e7erisindeki ki\u015fi, kurum, yer ve \u00f6zel isimlerin tespit edilmesidir.<br data-start=\"2537\" data-end=\"2540\" \/>\u00d6rne\u011fin \u201cElon Musk, Tesla\u2019n\u0131n CEO\u2019sudur.\u201d c\u00fcmlesinde ki\u015fi ve \u015firket ayr\u0131\u015ft\u0131r\u0131labilir.<\/p>\n<h4 data-start=\"2627\" data-end=\"2647\">Makine \u00c7evirisi<\/h4>\n<p data-start=\"2649\" data-end=\"2781\">Farkl\u0131 diller aras\u0131nda otomatik \u00e7eviri yap\u0131lmas\u0131n\u0131 sa\u011flar. K\u00fcresel pazarlarda faaliyet g\u00f6steren markalar i\u00e7in kritik \u00f6neme sahiptir.<\/p>\n<h4 data-start=\"2783\" data-end=\"2824\">Soru-Cevap Sistemleri ve Chatbot\u2019lar<\/h4>\n<p data-start=\"2826\" data-end=\"2968\">M\u00fc\u015fteri hizmetleri sistemleri, kullan\u0131c\u0131 sorusunun niyetini anlayarak uygun yan\u0131t\u0131 \u00fcretir. Bu, kullan\u0131c\u0131 deneyimini \u00f6nemli \u00f6l\u00e7\u00fcde iyile\u015ftirir.<\/p>\n<h2 data-start=\"2975\" data-end=\"3014\"><strong>SEO ve Semantik Arama A\u00e7\u0131s\u0131ndan NLP<\/strong><\/h2>\n<p data-start=\"3016\" data-end=\"3062\">NLP, modern SEO\u2019nun temel ta\u015flar\u0131ndan biridir.<\/p>\n<p data-start=\"3064\" data-end=\"3230\">Arama motorlar\u0131 art\u0131k yaln\u0131zca <a href=\"https:\/\/www.stradiji.com\/tr\/seo-sozlugu\/anahtar-kelime-nedir\/\">anahtar kelime<\/a> e\u015fle\u015fmesine bakmaz. \u0130\u00e7eri\u011fin anlamsal ba\u011flam\u0131 ve kullan\u0131c\u0131 niyeti analiz edilir. Bu yakla\u015f\u0131m semantik SEO\u2019nun temelidir.<\/p>\n<p data-start=\"3232\" data-end=\"3418\">\u00d6rne\u011fin kullan\u0131c\u0131 \u201cen iyi yaz\u0131 g\u00f6zl\u00fc\u011f\u00fc\u201d arad\u0131\u011f\u0131nda, arama motoru yaln\u0131zca bu kelime grubunu de\u011fil; \u201cyak\u0131n g\u00f6r\u00fc\u015f\u201d, \u201cokuma g\u00f6zl\u00fc\u011f\u00fc\u201d, \u201coptik lens\u201d gibi ili\u015fkili kavramlar\u0131 da de\u011ferlendirir.<\/p>\n<p data-start=\"3420\" data-end=\"3451\">Bu nedenle i\u00e7erik stratejileri:<\/p>\n<ul data-start=\"3453\" data-end=\"3557\">\n<li data-start=\"3453\" data-end=\"3489\">\n<p data-start=\"3455\" data-end=\"3489\">Anahtar kelime yo\u011funlu\u011funa de\u011fil<\/p>\n<\/li>\n<li data-start=\"3490\" data-end=\"3512\">\n<p data-start=\"3492\" data-end=\"3512\">Anlamsal b\u00fct\u00fcnl\u00fc\u011fe<\/p>\n<\/li>\n<li data-start=\"3513\" data-end=\"3533\">\n<p data-start=\"3515\" data-end=\"3533\">Konu derinli\u011fine<\/p>\n<\/li>\n<li data-start=\"3534\" data-end=\"3557\">\n<p data-start=\"3536\" data-end=\"3557\">Varl\u0131k ili\u015fkilerine<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3559\" data-end=\"3574\">odaklanmal\u0131d\u0131r.<\/p>\n<p data-start=\"3576\" data-end=\"3694\">NLP destekli arama algoritmalar\u0131, y\u00fczeysel i\u00e7erikleri de\u011fil, ba\u011flamsal olarak g\u00fc\u00e7l\u00fc ve tutarl\u0131 i\u00e7erikleri \u00f6ne \u00e7\u0131kar\u0131r.<\/p>\n<h2 data-start=\"3701\" data-end=\"3731\"><strong>NLP ve B\u00fcy\u00fck Dil Modelleri<\/strong><\/h2>\n<p data-start=\"3733\" data-end=\"3903\">Derin \u00f6\u011frenme alan\u0131ndaki geli\u015fmeler, NLP\u2019yi yeni bir seviyeye ta\u015f\u0131m\u0131\u015ft\u0131r. B\u00fcy\u00fck dil modelleri (LLM\u2019ler), metni ba\u011flam i\u00e7inde analiz edebilir ve do\u011fal cevaplar \u00fcretebilir.<\/p>\n<p data-start=\"3905\" data-end=\"3917\">Bu modeller:<\/p>\n<ul data-start=\"3919\" data-end=\"4036\">\n<li data-start=\"3919\" data-end=\"3964\">\n<p data-start=\"3921\" data-end=\"3964\">Kullan\u0131c\u0131 niyetini daha do\u011fru analiz eder<\/p>\n<\/li>\n<li data-start=\"3965\" data-end=\"3998\">\n<p data-start=\"3967\" data-end=\"3998\">Uzun metinlerde ba\u011flam\u0131 korur<\/p>\n<\/li>\n<li data-start=\"3999\" data-end=\"4036\">\n<p data-start=\"4001\" data-end=\"4036\">Semantik ili\u015fki a\u011flar\u0131n\u0131 kullan\u0131r<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4038\" data-end=\"4119\">Arama motorlar\u0131 ve AI tabanl\u0131 sistemler, bu teknolojiler \u00fczerine in\u015fa edilmi\u015ftir.<\/p>\n<h2 data-start=\"4126\" data-end=\"4169\"><strong>\u0130\u015fletmeler \u0130\u00e7in NLP\u2019nin Stratejik \u00d6nemi<\/strong><\/h2>\n<p data-start=\"4171\" data-end=\"4235\">NLP, dijital pazarlama ve i\u00e7erik stratejisinde kritik rol oynar.<\/p>\n<p data-start=\"4237\" data-end=\"4278\">Do\u011fru NLP yakla\u015f\u0131m\u0131 sayesinde i\u015fletmeler:<\/p>\n<ul data-start=\"4280\" data-end=\"4467\">\n<li data-start=\"4280\" data-end=\"4325\">\n<p data-start=\"4282\" data-end=\"4325\">Hedef kitle niyetini daha iyi analiz eder<\/p>\n<\/li>\n<li data-start=\"4326\" data-end=\"4372\">\n<p data-start=\"4328\" data-end=\"4372\">\u0130\u00e7eriklerini semantik olarak optimize eder<\/p>\n<\/li>\n<li data-start=\"4373\" data-end=\"4408\">\n<p data-start=\"4375\" data-end=\"4408\">Kullan\u0131c\u0131 deneyimini geli\u015ftirir<\/p>\n<\/li>\n<li data-start=\"4409\" data-end=\"4467\">\n<p data-start=\"4411\" data-end=\"4467\">AI tabanl\u0131 arama sistemlerinde daha g\u00f6r\u00fcn\u00fcr hale gelir<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4469\" data-end=\"4686\">Stradiji\u2019nin semantik SEO yakla\u015f\u0131m\u0131, NLP temelli analiz ve i\u00e7erik yap\u0131land\u0131rmas\u0131na dayan\u0131r. Yapay zekan\u0131n dili nas\u0131l yorumlad\u0131\u011f\u0131n\u0131 anlamadan, AI arama motorlar\u0131nda s\u00fcrd\u00fcr\u00fclebilir g\u00f6r\u00fcn\u00fcrl\u00fck elde etmek m\u00fcmk\u00fcn de\u011fildir.<\/p>\n<h2 data-start=\"4693\" data-end=\"4702\"><strong>Stratejik Not<\/strong><\/h2>\n<p data-start=\"4704\" data-end=\"4916\">NLP (Do\u011fal Dil \u0130\u015fleme), makinelerin insan dilini anlamas\u0131n\u0131 ve i\u015flemesini sa\u011flayan kritik bir yapay zeka teknolojisidir. Semantik SEO, i\u00e7erik optimizasyonu ve kullan\u0131c\u0131 deneyimi alanlar\u0131nda belirleyici rol oynar.<\/p>\n<p data-start=\"4918\" data-end=\"5061\">Arama motorlar\u0131n\u0131n evrildi\u011fi bir d\u00fcnyada, i\u00e7erik \u00fcretmek yeterli de\u011fildir. \u0130\u00e7eri\u011fin yapay zeka taraf\u0131ndan nas\u0131l yorumland\u0131\u011f\u0131n\u0131 anlamak gerekir.<\/p>\n<p data-start=\"5063\" data-end=\"5225\" data-is-last-node=\"\" data-is-only-node=\"\">Stradiji ile NLP odakl\u0131 strateji geli\u015ftirerek, dijital g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fcn\u00fcz\u00fc yaln\u0131zca arama sonu\u00e7lar\u0131nda de\u011fil, yapay zeka destekli sistemlerde de g\u00fc\u00e7lendirebilirsiniz.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>NLP (Natural Language Processing \u2013 Do\u011fal Dil \u0130\u015fleme), bilgisayarlar\u0131n insan dilini anlama, yorumlama ve yan\u0131t verme yetene\u011fini sa\u011flayan bir yapay zeka alan\u0131d\u0131r. Bu teknoloji, metin ve konu\u015fma verilerini analiz ederek makinelerin insan ileti\u015fimini anlaml\u0131 bir \u015fekilde i\u015flemesini m\u00fcmk\u00fcn k\u0131lar. NLP\u2019yi anlayabilmek i\u00e7in yapay zeka ve makine \u00f6\u011frenmesi kavramlar\u0131n\u0131 bilmek gerekir. Makine \u00f6\u011frenmesi algoritmalar\u0131, b\u00fcy\u00fck veri&#8230;<\/p>\n","protected":false},"author":1,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","format":"standard","meta":{"footnotes":""},"sozluk_kategori":[1283],"class_list":["post-14584","seo_sozlugu","type-seo_sozlugu","status-publish","format-standard","hentry","sozluk_kategori-n"],"_links":{"self":[{"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/seo_sozlugu\/14584","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/seo_sozlugu"}],"about":[{"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/types\/seo_sozlugu"}],"author":[{"embeddable":true,"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/comments?post=14584"}],"version-history":[{"count":0,"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/seo_sozlugu\/14584\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/media?parent=14584"}],"wp:term":[{"taxonomy":"sozluk_kategori","embeddable":true,"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/sozluk_kategori?post=14584"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}