{"id":476743,"date":"2023-08-09T07:35:16","date_gmt":"2023-08-09T07:35:16","guid":{"rendered":""},"modified":"2023-09-05T11:13:20","modified_gmt":"2023-09-05T11:13:20","slug":"datafication","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/tr\/wiki\/datafication\/","title":{"rendered":"Verile\u015ftirme"},"content":{"rendered":"<p>Verile\u015ftirme, ya\u015fam\u0131n, toplumun ve etraf\u0131m\u0131zdaki d\u00fcnyan\u0131n \u00e7e\u015fitli y\u00f6nlerini bilgisayarda okunabilir formata veya verilere d\u00f6n\u00fc\u015ft\u00fcrme s\u00fcrecidir. Temel olarak, ger\u00e7ek d\u00fcnya olaylar\u0131n\u0131 dijitalle\u015ftirmemize ve bunlar\u0131 anlaml\u0131 i\u00e7g\u00f6r\u00fclere d\u00f6n\u00fc\u015ft\u00fcrmemize olanak tan\u0131yan teknolojik d\u00f6n\u00fc\u015f\u00fcm\u00fc temsil eder.<\/p>\n<h2>Verile\u015ftirmenin Do\u011fu\u015fu ve Evrimi<\/h2>\n<p>\u201cVerile\u015ftirme\u201d terimi ilk olarak Mayer-Sch\u00f6nberger ve Cukier taraf\u0131ndan 2013 y\u0131l\u0131nda yay\u0131nlanan \u201cB\u00fcy\u00fck Veri: Ya\u015fama, \u00c7al\u0131\u015fma ve D\u00fc\u015f\u00fcnme \u015eeklimizi D\u00f6n\u00fc\u015ft\u00fcrecek Bir Devrim\u201d adl\u0131 kitaplar\u0131nda dile getirildi. Bireysel veri noktalar\u0131na odaklanman\u0131n de\u011fi\u015fimini tart\u0131\u015ft\u0131lar. B\u00fcy\u00fck, karma\u015f\u0131k veri k\u00fcmelerinin toplanmas\u0131 ve analizine y\u00f6nelik. Bu kavram internetin, bulut bili\u015fimin, sosyal medyan\u0131n ve di\u011fer dijital teknolojilerin y\u00fckseli\u015fiyle birlikte b\u00fcy\u00fcm\u00fc\u015f ve veri \u00fcretiminde katlanarak bir art\u0131\u015fa yol a\u00e7m\u0131\u015ft\u0131r.<\/p>\n<h2>Verile\u015ftirme Kavram\u0131n\u0131 Ortaya \u00c7\u0131karmak<\/h2>\n<p>Verile\u015ftirme, sosyal eylemlerin izlenebilen, izlenebilen ve analiz edilebilen niceliksel verilere d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesini i\u00e7erir. Bu s\u00fcre\u00e7 sa\u011fl\u0131ktan e\u011fitime, i\u015fletmeden kamu y\u00f6netimine kadar hayat\u0131n \u00e7e\u015fitli alanlar\u0131na ve y\u00f6nlerine uygulanabilir. Verile\u015ftirme, daha \u00f6nce niteliksel ve hatta soyut olan hususlar\u0131n \u00f6l\u00e7\u00fclmesine ve analizine izin verdi\u011fi i\u00e7in karar almay\u0131, politikalar\u0131, stratejileri ve hatta olgular\u0131n anla\u015f\u0131lmas\u0131n\u0131 etkileyebilir.<\/p>\n<h2>Verile\u015ftirmenin Temel Mekanizmas\u0131<\/h2>\n<p>Verile\u015ftirmenin temelinde verilerin toplanmas\u0131 ve analizi yer al\u0131r. Bu s\u00fcre\u00e7 veriye d\u00f6n\u00fc\u015ft\u00fcr\u00fclebilecek bilginin tan\u0131mlanmas\u0131yla ba\u015flar. Bu bilgi faaliyetler, davran\u0131\u015flar veya olgular olabilir. Bunlar daha sonra \u00e7e\u015fitli veri toplama ara\u00e7lar\u0131 kullan\u0131larak kaydedilir veya \u00f6l\u00e7\u00fcl\u00fcr, karma\u015f\u0131k algoritmalar ve analitik modeller kullan\u0131larak i\u015flenebilen, saklanabilen ve analiz edilebilen dijital bir formata d\u00f6n\u00fc\u015ft\u00fcr\u00fcl\u00fcr. Bu analizler daha sonra eylemleri, kararlar\u0131 veya politika olu\u015fturmay\u0131 y\u00f6nlendirebilecek i\u00e7g\u00f6r\u00fcler, tahminler veya faydal\u0131 modeller \u00fcretebilir.<\/p>\n<h2>Verile\u015ftirmenin Temel \u00d6zellikleri<\/h2>\n<ul>\n<li><strong>Niceleme<\/strong>: Verile\u015ftirme, niteliksel ve \u00e7o\u011funlukla \u00f6znel bilgileri \u00f6l\u00e7\u00fclebilir, nesnel verilere d\u00f6n\u00fc\u015ft\u00fcr\u00fcr.<\/li>\n<li><strong>\u0130zlenebilirlik<\/strong>: Faaliyetlerin, davran\u0131\u015flar\u0131n ve olaylar\u0131n zaman i\u00e7inde izlenmesine ve izlenmesine olanak tan\u0131r.<\/li>\n<li><strong>Tahmine Dayal\u0131 Analitik<\/strong>: Verile\u015ftirme, tahmine dayal\u0131 modellemeyi m\u00fcmk\u00fcn k\u0131larak ge\u00e7mi\u015f verilere dayal\u0131 olarak gelecekteki e\u011filimleri ve davran\u0131\u015flar\u0131 tahmin etmeye olanak tan\u0131r.<\/li>\n<li><strong>Ki\u015fiselle\u015ftirme<\/strong>: Verile\u015ftirme yoluyla hizmetler ve \u00fcr\u00fcnler bireysel tercih ve davran\u0131\u015flara g\u00f6re \u00f6zelle\u015ftirilebilir.<\/li>\n<\/ul>\n<h2>Verile\u015ftirme T\u00fcrleri<\/h2>\n<p>Verile\u015ftirme genel olarak iki t\u00fcre ayr\u0131labilir:<\/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><strong>Operasyonel Verile\u015ftirme<\/strong><\/td>\n<td>Bu, dahili i\u015f s\u00fcre\u00e7lerini, operasyonlar\u0131 ve etkinlikleri verilere d\u00f6n\u00fc\u015ft\u00fcrmeyi i\u00e7erir. Performans \u00f6l\u00e7\u00fcm\u00fcne, s\u00fcre\u00e7 optimizasyonuna ve stratejik karar vermeye yard\u0131mc\u0131 olur.<\/td>\n<\/tr>\n<tr>\n<td><strong>Davran\u0131\u015fsal Verile\u015ftirme<\/strong><\/td>\n<td>Bu, kullan\u0131c\u0131 davran\u0131\u015f\u0131n\u0131 ve etkile\u015fimlerini verilere d\u00f6n\u00fc\u015ft\u00fcrmeyi i\u00e7erir. Dijital pazarlama, kullan\u0131c\u0131 deneyimi tasar\u0131m\u0131 ve \u00fcr\u00fcn geli\u015ftirmede yayg\u0131n olarak kullan\u0131lmaktad\u0131r.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Verile\u015ftirmede Kullan\u0131m, Zorluklar ve \u00c7\u00f6z\u00fcmler<\/h2>\n<p>Verile\u015ftirme, sa\u011fl\u0131k hizmetleri gibi \u00e7e\u015fitli alanlarda \u00f6ng\u00f6r\u00fcc\u00fc te\u015fhisler i\u00e7in kullan\u0131l\u0131r; ki\u015fiselle\u015ftirilmi\u015f \u00f6\u011frenme deneyimleri i\u00e7in e\u011fitimde; i\u015f d\u00fcnyas\u0131nda m\u00fc\u015fteri i\u00e7g\u00f6r\u00fcleri ve pazar e\u011filimleri i\u00e7in. Ancak verile\u015ftirme, gizlilik endi\u015feleri, veri g\u00fcvenli\u011fi ve veri kalitesi gibi zorluklar\u0131 da beraberinde getirir. \u00c7\u00f6z\u00fcmler kat\u0131 veri y\u00f6netimi politikalar\u0131n\u0131, anonimle\u015ftirme tekniklerini, sa\u011flam g\u00fcvenlik sistemlerini ve s\u0131k\u0131 veri temizleme s\u00fcre\u00e7lerini i\u00e7erir.<\/p>\n<h2>Kar\u015f\u0131la\u015ft\u0131rmalar ve \u00d6zellikler<\/h2>\n<p>Verile\u015ftirmeyi dijitalle\u015ftirme ve dijitalle\u015ftirme gibi ilgili kavramlarla kar\u015f\u0131la\u015ft\u0131rmak:<\/p>\n<table>\n<thead>\n<tr>\n<th>Konsept<\/th>\n<th>Tan\u0131m<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Dijitalle\u015ftirme<\/strong><\/td>\n<td>Analog bilgilerin dijital formata d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesi i\u015flemidir.<\/td>\n<\/tr>\n<tr>\n<td><strong>Dijitalle\u015fme<\/strong><\/td>\n<td>\u0130\u015f s\u00fcre\u00e7lerini de\u011fi\u015ftirmek i\u00e7in dijital teknolojilerin kullan\u0131m\u0131n\u0131 i\u00e7erir.<\/td>\n<\/tr>\n<tr>\n<td><strong>Verile\u015ftirme<\/strong><\/td>\n<td>Faaliyetleri veya olaylar\u0131 \u00f6l\u00e7\u00fclebilir verilere d\u00f6n\u00fc\u015ft\u00fcrme s\u00fcrecidir.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Verile\u015ftirmenin temel \u00f6zellikleri aras\u0131nda \u00f6l\u00e7\u00fclebilirlik, analiz edilebilirlik, eri\u015filebilirlik ve depolanabilirlik yer al\u0131r.<\/p>\n<h2>Verile\u015ftirmede Gelecekteki Trendler ve Teknolojiler<\/h2>\n<p>Verile\u015ftirmenin gelece\u011fi, veri analizi i\u00e7in yapay zeka ve makine \u00f6\u011frenimi, veri toplama i\u00e7in IoT ve veri g\u00fcvenli\u011fi i\u00e7in blockchain gibi ileri teknolojilerin dahil edilmesini i\u00e7ermektedir. Odak noktas\u0131 muhtemelen ger\u00e7ek zamanl\u0131 verilere dayal\u0131 olarak an\u0131nda analiz ve karar almaya olanak sa\u011flayacak ger\u00e7ek zamanl\u0131 verile\u015ftirmeye do\u011fru kayacakt\u0131r.<\/p>\n<h2>Proxy Sunucular\u0131 ve Verile\u015ftirme<\/h2>\n<p>Proxy sunucular verile\u015ftirme s\u00fcrecinde kritik \u00f6neme sahip olabilir. Farkl\u0131 co\u011frafi konumlardan veri toplamak, b\u00f6lgesel k\u0131s\u0131tlamalar\u0131 a\u015fmak ve veri toplama s\u0131ras\u0131nda anonimli\u011fi sa\u011flamak ve b\u00f6ylece baz\u0131 gizlilik endi\u015felerini azaltmak i\u00e7in kullan\u0131labilirler.<\/p>\n<h2>\u0130lgili Ba\u011flant\u0131lar<\/h2>\n<ol>\n<li><a href=\"https:\/\/www.goodreads.com\/book\/show\/16248167-big-data\" target=\"_new\" rel=\"noopener nofollow\">B\u00fcy\u00fck Veri: Ya\u015fama, \u00c7al\u0131\u015fma ve D\u00fc\u015f\u00fcnme \u015eeklimizi D\u00f6n\u00fc\u015ft\u00fcrecek Bir Devrim<\/a><\/li>\n<li><a href=\"https:\/\/www.bbc.com\/future\/article\/20140209-the-age-of-datafication\" target=\"_new\" rel=\"noopener nofollow\">Verile\u015ftirme \u00c7a\u011f\u0131<\/a><\/li>\n<li><a href=\"https:\/\/datadrivenjournalism.net\/resources\/Understanding_Datafication\" target=\"_new\" rel=\"noopener nofollow\">Verile\u015ftirmeyi Anlamak<\/a><\/li>\n<li><a href=\"https:\/\/www.researchgate.net\/publication\/264824873_Datafication_Making_Sense_of_Big_Data_in_a_Complex_World\" target=\"_new\" rel=\"noopener nofollow\">Verile\u015ftirme: Karma\u015f\u0131k Bir D\u00fcnyada (B\u00fcy\u00fck) Veriyi Anlamland\u0131rmak<\/a><\/li>\n<li><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1463651X15000375\" target=\"_new\" rel=\"noopener nofollow\">Verile\u015ftirme, vericilik ve veri gizlili\u011fi: Bilimsel paradigma ve ideoloji aras\u0131ndaki B\u00fcy\u00fck Veri<\/a><\/li>\n<\/ol>","protected":false},"featured_media":476744,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476743","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Datafication: Transforming the World into a Data-Driven Environment<\/mark>","faq_items":[{"question":"What is the definition of datafication?","answer":"<p>Datafication is the process of converting various aspects of life, society, and the world around us into computer-readable format or data. It represents the technological transformation that enables us to digitize real-world phenomena and translate them into meaningful insights.<\/p>"},{"question":"When was the term \"Datafication\" first used?","answer":"<p>The term \"Datafication\" was first mentioned in the book \"Big DatA Revolution That Will Transform How We Live, Work, and Think,\" authored by Mayer-Sch\u00f6nberger and Cukier, published in 2013.<\/p>"},{"question":"How does datafication work?","answer":"<p>Datafication begins with the identification of information that can be translated into data. This information is recorded or measured using data collection tools, transformed into a digital format that can be processed and stored, and then analyzed using algorithms and analytical models to generate insights, predictions, or useful patterns.<\/p>"},{"question":"What are the key features of datafication?","answer":"<p>The key features of datafication are quantification, traceability, predictive analytics, and personalization.<\/p>"},{"question":"What are the types of datafication?","answer":"<p>Datafication can be broadly classified into two types: Operational Datafication and Behavioral Datafication. Operational Datafication involves turning internal business processes into data, while Behavioral Datafication involves turning user behavior and interactions into data.<\/p>"},{"question":"What are the applications and challenges of datafication?","answer":"<p>Datafication is applied in various domains like healthcare, education, and business for predictive diagnoses, personalized learning experiences, and deriving customer insights. The challenges associated with datafication include privacy concerns, data security, and data quality.<\/p>"},{"question":"How is datafication different from digitization and digitalization?","answer":"<p>Digitization is the process of converting analog information into digital format, digitalization involves the use of digital technologies to change business processes, whereas datafication is the process of transforming activities or phenomena into quantifiable data.<\/p>"},{"question":"What is the future of datafication?","answer":"<p>The future of datafication includes the incorporation of advanced technologies like artificial intelligence and machine learning for data analysis, IoT for data collection, and blockchain for data security. The focus is likely to shift towards real-time datafication for instant analysis and decision-making.<\/p>"},{"question":"How do proxy servers play a role in datafication?","answer":"<p>Proxy servers can be used to gather data from different geographical locations, bypass regional restrictions, and ensure anonymity during data collection, thereby playing a critical role in the process of datafication.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/wiki\/476743","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\/476743\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/media\/476744"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/media?parent=476743"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}