{"id":476312,"date":"2023-08-09T07:28:31","date_gmt":"2023-08-09T07:28:31","guid":{"rendered":""},"modified":"2023-09-05T11:12:27","modified_gmt":"2023-09-05T11:12:27","slug":"cognitive-technology","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/tr\/wiki\/cognitive-technology\/","title":{"rendered":"Bili\u015fsel teknoloji"},"content":{"rendered":"<p>Bili\u015fsel teknoloji, insan\u0131n bili\u015fsel s\u00fcre\u00e7lerini sim\u00fcle etmek ve karar vermeye yard\u0131mc\u0131 olmak i\u00e7in bilgisayar tabanl\u0131 algoritmalar kullanan bir yapay zeka alt k\u00fcmesidir. Bu teknolojiler \u00f6\u011frenme, ak\u0131l y\u00fcr\u00fctme, alg\u0131lama, problem \u00e7\u00f6zme ve dil anlama gibi insan beyninin i\u015flevlerini taklit edebilir. Bu nedenle, \u00e7e\u015fitli end\u00fcstrilerde d\u00f6n\u00fc\u015ft\u00fcr\u00fcc\u00fc bir f\u0131rsat sunuyorlar ve entelekt\u00fcel \u00e7al\u0131\u015fmay\u0131 i\u00e7eren herhangi bir i\u015fi potansiyel olarak otomatikle\u015ftiriyor veya geli\u015ftiriyorlar.<\/p>\n<h2>Bili\u015fsel Teknolojinin Do\u011fu\u015fu<\/h2>\n<p>Bili\u015fsel teknolojinin k\u00f6kleri, bilgisayar bilimi, psikoloji ve yapay zeka alan\u0131ndaki \u00f6nc\u00fclerin makineler arac\u0131l\u0131\u011f\u0131yla insan bili\u015fini taklit etme kavram\u0131n\u0131 ilk kez ke\u015ffetmeye ba\u015flad\u0131klar\u0131 20. y\u00fczy\u0131l\u0131n ortalar\u0131na kadar uzan\u0131yor. Terimin kendisi, b\u00fcy\u00fck verinin, geli\u015fmi\u015f algoritmalar\u0131n ve bilgi i\u015flem g\u00fcc\u00fcndeki \u00f6nemli art\u0131\u015f\u0131n ortaya \u00e7\u0131k\u0131\u015f\u0131yla yak\u0131ndan ba\u011flant\u0131l\u0131 olarak 21. y\u00fczy\u0131l\u0131n ba\u015flar\u0131nda \u00f6nem kazanmaya ba\u015flad\u0131.<\/p>\n<p>Bili\u015fsel teknolojinin en eski \u00f6rneklerinden biri, 1997&#039;de d\u00fcnya satran\u00e7 \u015fampiyonu Garry Kasparov&#039;u ma\u011flup eden IBM&#039;in Deep Blue satran\u00e7 bilgisayar\u0131yd\u0131. Bu teknolojinin daha geli\u015fmi\u015f bir versiyonu olan IBM&#039;in Watson&#039;\u0131, \u00fcnl\u00fc Jeopardy! 2011&#039;de insan \u015fampiyonlara kar\u015f\u0131.<\/p>\n<h2>Bili\u015fsel Teknolojinin Paketini A\u00e7mak<\/h2>\n<p>Bili\u015fsel teknoloji, \u00e7e\u015fitli teknikleri ve teknolojileri kapsayan geni\u015f bir aland\u0131r. Bili\u015fsel teknolojinin \u00f6nemli bir bile\u015feni olan makine \u00f6\u011frenimi, bir sistemin deneyimlerden \u00f6\u011frenip geli\u015fti\u011fi s\u00fcre\u00e7tir. M\u00fc\u015fteri davran\u0131\u015f\u0131n\u0131 tahmin etmek veya hastal\u0131klar\u0131 te\u015fhis etmek gibi bir dizi g\u00f6reve uygulanabilir.<\/p>\n<p>Do\u011fal dil i\u015fleme (NLP), konu\u015fma tan\u0131madan duygu analizine kadar \u00e7e\u015fitli uygulamalarla makinelerin insan dilini anlamas\u0131na yard\u0131mc\u0131 olan bili\u015fsel teknolojinin bir ba\u015fka y\u00f6n\u00fcd\u00fcr.<\/p>\n<p>Son olarak, bilgisayarl\u0131 g\u00f6rme, bilgisayarlar\u0131 g\u00f6rsel d\u00fcnyay\u0131 yorumlamak ve anlamak i\u00e7in e\u011fiten bir aland\u0131r. Y\u00fcz tan\u0131ma ve s\u00fcr\u00fcc\u00fcs\u00fcz arabalar gibi uygulamalarda yo\u011fun olarak kullan\u0131l\u0131yor.<\/p>\n<h2>Bili\u015fsel Teknolojinin \u0130\u015fleyi\u015fi<\/h2>\n<p>Bili\u015fsel teknoloji, insan\u0131n bili\u015fsel s\u00fcre\u00e7lerini sim\u00fcle eden karma\u015f\u0131k algoritmalar\u0131 ve modelleri i\u00e7erir. Temel olarak \u00fc\u00e7 temel ad\u0131m\u0131 i\u00e7erir:<\/p>\n<ol>\n<li>Veri Toplama: Bili\u015fsel sistemler \u00fczerinde e\u011fitim almak i\u00e7in b\u00fcy\u00fck miktarda veri gerektirir. Bu, metin, g\u00f6rseller, sesler veya di\u011fer veri bi\u00e7imlerini i\u00e7erebilir.<\/li>\n<li>Veri \u0130\u015fleme: Toplanan veriler i\u015flenir ve analiz edilir. Kal\u0131plar\u0131 ay\u0131rt etmek ve verileri anlamland\u0131rmak i\u00e7in makine \u00f6\u011frenimi ve kal\u0131p tan\u0131ma gibi teknikler kullan\u0131l\u0131r.<\/li>\n<li>Karar Verme: Sistem verileri anlad\u0131ktan sonra bilgiyi kararlar veya tahminler yapmak i\u00e7in kullanabilir.<\/li>\n<\/ol>\n<h2>Bili\u015fsel Teknolojinin Temel \u00d6zellikleri<\/h2>\n<p>Bili\u015fsel teknolojiler birka\u00e7 temel \u00f6zelli\u011fi payla\u015fmaktad\u0131r:<\/p>\n<ul>\n<li><strong>\u00d6\u011frenme ve uyum sa\u011flama:<\/strong> Yeni bilgi ve deneyimleri i\u015fleyerek bili\u015fsel sistemler zamanla \u00f6\u011frenebilir ve uyum sa\u011flayabilir.<\/li>\n<li><strong>Do\u011fal dili anlamak:<\/strong> Bu sistemler deyimler, konu\u015fma dili ve di\u011fer dilsel incelikler de dahil olmak \u00fczere insan dilini kavrayabilir.<\/li>\n<li><strong>Hipotez olu\u015fturma ve de\u011ferlendirme:<\/strong> Bili\u015fsel teknolojiler mevcut verilere dayanarak hipotezler olu\u015fturabilir ve bunlar\u0131n ge\u00e7erlili\u011fini de\u011ferlendirebilir.<\/li>\n<\/ul>\n<h2>Bili\u015fsel Teknoloji T\u00fcrleri<\/h2>\n<p>A\u015fa\u011f\u0131da bili\u015fsel teknolojinin temel t\u00fcrlerinin bir tablosu bulunmaktad\u0131r:<\/p>\n<table>\n<thead>\n<tr>\n<th>Tip<\/th>\n<th>Tan\u0131m<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Makine \u00f6\u011frenme<\/td>\n<td>Verilerden \u00f6\u011frenen ve tahminlerde bulunan algoritmalar\u0131 i\u00e7erir.<\/td>\n<\/tr>\n<tr>\n<td>Do\u011fal Dil \u0130\u015fleme (NLP)<\/td>\n<td>Bilgisayarlar ve insan dilleri aras\u0131ndaki etkile\u015fimle ilgilenir.<\/td>\n<\/tr>\n<tr>\n<td>Konu\u015fma tan\u0131ma<\/td>\n<td>Konu\u015fma dilini yaz\u0131l\u0131 metne d\u00f6n\u00fc\u015ft\u00fcr\u00fcr.<\/td>\n<\/tr>\n<tr>\n<td>Bilgisayar g\u00f6r\u00fc\u015f\u00fc<\/td>\n<td>Bilgisayarlar\u0131n g\u00f6rsel verileri anlamas\u0131n\u0131 ve yorumlamas\u0131n\u0131 sa\u011flar.<\/td>\n<\/tr>\n<tr>\n<td>Uzman sistemler<\/td>\n<td>Bir insan uzman\u0131n\u0131n karar verme yetene\u011fini taklit eden bilgisayar sistemleri.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Bili\u015fsel Teknolojinin Uygulamalar\u0131 ve Zorluklar\u0131<\/h2>\n<p>Bili\u015fsel teknolojinin sa\u011fl\u0131k hizmetlerinden (hastal\u0131klar\u0131n tahmin edilmesi), finansa (doland\u0131r\u0131c\u0131l\u0131\u011f\u0131n tespit edilmesi) ve hatta s\u00fcr\u00fcc\u00fcs\u00fcz arabalara kadar yayg\u0131n uygulamalar\u0131 vard\u0131r. Ancak veri gizlili\u011fi endi\u015feleri, kapsaml\u0131 e\u011fitim verilerine duyulan ihtiya\u00e7 ve i\u015ften \u00e7\u0131kar\u0131lma korkusu gibi zorluklar da mevcut.<\/p>\n<p>Bu sorunlar, daha g\u00fc\u00e7l\u00fc veri koruma d\u00fczenlemeleri, b\u00fcy\u00fck miktarlarda e\u011fitim verisine olan ihtiyac\u0131 azaltan teknolojideki ilerlemeler ve i\u015f g\u00fcc\u00fcn\u00fc daha teknoloji odakl\u0131 bir gelece\u011fe haz\u0131rlamaya y\u00f6nelik giri\u015fimler yoluyla ele al\u0131nmaktad\u0131r.<\/p>\n<h2>Bili\u015fsel Teknolojinin Kar\u015f\u0131la\u015ft\u0131rmalar\u0131 ve \u00d6zellikleri<\/h2>\n<p>Bili\u015fsel teknolojinin di\u011fer ilgili alanlarla kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131:<\/p>\n<table>\n<thead>\n<tr>\n<th>Terim<\/th>\n<th>Tan\u0131m<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Yapay Zeka (AI)<\/td>\n<td>Yapay zeka, g\u00f6revleri &quot;ak\u0131ll\u0131&quot; olarak kabul edebilece\u011fimiz \u015fekilde yerine getirebilen daha geni\u015f makine kavram\u0131d\u0131r.<\/td>\n<\/tr>\n<tr>\n<td>Makine \u00f6\u011frenme<\/td>\n<td>Verileri ayr\u0131\u015ft\u0131rmak, ondan \u00f6\u011frenmek ve ard\u0131ndan bir \u015fey hakk\u0131nda karar vermek veya tahminde bulunmak i\u00e7in algoritma kullanma uygulamas\u0131n\u0131 i\u00e7eren bir yapay zeka alt k\u00fcmesi.<\/td>\n<\/tr>\n<tr>\n<td>Bili\u015fsel Hesaplama<\/td>\n<td>Makinelerle do\u011fal, insan benzeri bir etkile\u015fim kurmaya \u00e7al\u0131\u015fan bir yapay zeka alt k\u00fcmesi. \u0130nsan beyninin \u00e7al\u0131\u015fma \u015feklini taklit etmek i\u00e7in veri madencili\u011fi, \u00f6r\u00fcnt\u00fc tan\u0131ma ve NLP&#039;yi kullanan kendi kendine \u00f6\u011frenme sistemlerini i\u00e7erir.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Bili\u015fsel Teknolojinin Gelece\u011fi<\/h2>\n<p>Bilgi i\u015flem g\u00fcc\u00fc b\u00fcy\u00fcmeye devam ettik\u00e7e bili\u015fsel teknolojilerin daha geli\u015fmi\u015f ve yayg\u0131n hale gelmesi bekleniyor. Makinelerin anlay\u0131\u015f\u0131 ve bireysel tercihlere hitap etmesiyle yeni bir ki\u015fiselle\u015ftirme \u00e7a\u011f\u0131n\u0131 ba\u015flatacaklar\u0131 \u00f6ng\u00f6r\u00fcl\u00fcyor. Dahas\u0131, kuantum hesaplaman\u0131n y\u00fckseli\u015fi, bili\u015fsel teknolojinin yeteneklerini \u00f6nemli \u00f6l\u00e7\u00fcde h\u0131zland\u0131rabilir.<\/p>\n<h2>Bili\u015fsel Teknoloji ve Proxy Sunucular\u0131<\/h2>\n<p>Proxy sunucular\u0131 bili\u015fsel teknolojide \u00f6nemli bir rol oynayabilir. Kognitif sistemler b\u00fcy\u00fck miktarlarda veri gerektirdi\u011finden, proxy sunucular co\u011frafi olarak k\u0131s\u0131tlanm\u0131\u015f verilere eri\u015fime yard\u0131mc\u0131 olabilir ve ek anonimlik ve g\u00fcvenlik sa\u011flayabilir. Proxy sunucular\u0131 ayn\u0131 zamanda kognitif teknolojilerin web kaz\u0131ma gibi g\u00f6revleri geni\u015f \u00f6l\u00e7ekte ger\u00e7ekle\u015ftirmesine olanak tan\u0131yarak veri toplama ve i\u015fleme yeteneklerini daha da geli\u015ftirir.<\/p>\n<h2>\u0130lgili Ba\u011flant\u0131lar<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.ibm.com\/topics\/cognitive-technology\" target=\"_new\" rel=\"noopener nofollow\">IBM: Bili\u015fsel Teknoloji Nedir?<\/a><\/li>\n<li><a href=\"https:\/\/sloanreview.mit.edu\/tag\/cognitive-technologies\/\" target=\"_new\" rel=\"noopener nofollow\">MIT Sloan: Bili\u015fsel Teknolojiler<\/a><\/li>\n<li><a href=\"https:\/\/www.nature.com\/subjects\/cognitive-computing\" target=\"_new\" rel=\"noopener nofollow\">Do\u011fa: Bili\u015fsel Hesaplama<\/a><\/li>\n<li><a href=\"https:\/\/www.journals.elsevier.com\/artificial-intelligence\" target=\"_new\" rel=\"noopener nofollow\">Yapay Zeka Dergisi<\/a><\/li>\n<li><a href=\"https:\/\/www.journals.elsevier.com\/neural-networks\" target=\"_new\" rel=\"noopener nofollow\">Sinir A\u011flar\u0131 Dergisi<\/a><\/li>\n<li><a href=\"https:\/\/www.jmlr.org\/\" target=\"_new\" rel=\"noopener nofollow\">Makine \u00d6\u011frenimi Ara\u015ft\u0131rma Dergisi<\/a><\/li>\n<\/ul>","protected":false},"featured_media":476313,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476312","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Cognitive Technology: The Next Leap in Computing and Data Analysis<\/mark>","faq_items":[{"question":"What is Cognitive Technology?","answer":"<p>Cognitive technology is a branch of artificial intelligence that uses machine-based algorithms to simulate human cognitive processes. It helps in decision-making by mimicking human functions such as learning, reasoning, perception, problem-solving, and language understanding.<\/p>"},{"question":"When did Cognitive Technology first emerge?","answer":"<p>The roots of cognitive technology can be traced back to the mid-20th century, but it gained prominence in the early 21st century, with the advent of big data, advanced algorithms, and a significant increase in computing power.<\/p>"},{"question":"What are some key features of Cognitive Technology?","answer":"<p>Cognitive technologies can learn and adapt over time, understand natural language, and generate and evaluate hypotheses based on available data.<\/p>"},{"question":"What are the different types of Cognitive Technology?","answer":"<p>Cognitive technology includes Machine Learning, Natural Language Processing (NLP), Speech Recognition, Computer Vision, and Expert Systems.<\/p>"},{"question":"Where can Cognitive Technology be applied?","answer":"<p>Cognitive technology has a wide range of applications, including healthcare for predicting diseases, finance for detecting fraud, and autonomous vehicles.<\/p>"},{"question":"What challenges are associated with the use of Cognitive Technology?","answer":"<p>Challenges include data privacy concerns, the need for extensive training data, and fears of job displacement. However, these issues are being addressed through stronger data protection regulations, technological advances, and workforce preparation initiatives.<\/p>"},{"question":"How is Cognitive Technology related to Proxy Servers?","answer":"<p>Proxy servers can aid cognitive technology by providing access to geographically restricted data, offering additional security, and allowing tasks like web scraping at scale, thus enhancing the ability to collect and process data.<\/p>"},{"question":"What is the future of Cognitive Technology?","answer":"<p>The future of cognitive technology holds great promise. With increasing computing power, these technologies are expected to become more advanced and widespread, leading to a new era of personalization with machines understanding and catering to individual preferences. Quantum computing could significantly accelerate the capabilities of cognitive technology.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/wiki\/476312","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/wiki\/476312\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/media\/476313"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/media?parent=476312"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}