{"id":323,"date":"2023-09-21T13:56:52","date_gmt":"2023-09-21T13:56:52","guid":{"rendered":"https:\/\/www.twinleon.com\/blog\/?p=323"},"modified":"2023-12-13T09:42:03","modified_gmt":"2023-12-13T09:42:03","slug":"programatik-reklam-nedir-ne-ise-yarar","status":"publish","type":"post","link":"https:\/\/www.twinleon.com\/blog\/tr\/programatik-reklam-nedir-ne-ise-yarar\/","title":{"rendered":"Programatik Reklam: Dijital Reklamc\u0131l\u0131\u011f\u0131n Gelece\u011fi"},"content":{"rendered":"\n<div style=\"height:34px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0747563220304040\" target=\"_blank\" rel=\"noopener\">Zuboff (2019, s. 8-10)<\/a>, insan-bilgisayar etkile\u015fiminin, teknolojilerle etkile\u015fimde bulundu\u011fumuzda geride b\u0131rakt\u0131\u011f\u0131m\u0131z b\u00fcy\u00fck miktarda \u00fccretsiz fazla hammadde \u00fcretti\u011fini ve bu &#8220;davran\u0131\u015fsal fazla&#8221; olarak adland\u0131r\u0131lan bu verinin, makine zek\u00e2s\u0131 geli\u015ftirmenin ve yak\u0131n ve uzak gelecekte t\u00fcketicilerin ne yapacaklar\u0131n\u0131 ve ne sat\u0131n alacaklar\u0131n\u0131 \u00f6ng\u00f6ren uygulamalar\u0131n \u00f6nc\u00fcs\u00fc oldu\u011funu belirtmektedir. Bu tahmin \u00fcr\u00fcnlerin ticareti, yeni bir &#8216;davran\u0131\u015fsal gelecekler pazar\u0131&#8217; olu\u015fturdu ve bu pazar\u0131n \u00f6nc\u00fcs\u00fc programatik reklamd\u0131r.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Programatik Reklam Nedir? <\/strong><\/h3>\n\n\n\n<div style=\"height:34px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Infographic-1-1024x768.png\" alt=\"programatik reklam\n\" class=\"wp-image-326\" srcset=\"https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Infographic-1-1024x768.png 1024w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Infographic-1-300x225.png 300w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Infographic-1-768x576.png 768w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Infographic-1-850x638.png 850w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Infographic-1.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:31px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Programatik reklamc\u0131l\u0131k, reklamverenlerin ve medya sat\u0131n alanlar\u0131n dijital reklam alanlar\u0131n\u0131 otomatik olarak sat\u0131n almas\u0131na ve y\u00f6netmesine olanak tan\u0131yan bir dijital reklamc\u0131l\u0131k y\u00f6ntemidir. Geleneksel reklam sat\u0131n alma s\u00fcre\u00e7lerinden farkl\u0131 olarak, programatik reklamc\u0131l\u0131k, algoritmalar\u0131n ve otomasyonun g\u00fcc\u00fcn\u00fc kullanarak reklam alanlar\u0131n\u0131 anl\u0131k olarak sat\u0131n al\u0131r ve optimize eder.<\/p>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Programatik reklamc\u0131l\u0131k (PA), internet arac\u0131l\u0131\u011f\u0131yla hedef kitlesine se\u00e7ilmi\u015f pazarlama materyallerinin maliyet etkin ve ger\u00e7ek zamanl\u0131 bir \u015fekilde iletilmesini sa\u011flayan \u00e7a\u011fda\u015f fakat k\u00f6keni pek anla\u015f\u0131lamayan bir teknoloji destekli veri tabanl\u0131 sistemdir. Programatik reklamc\u0131l\u0131k, \u00f6zellikle perakende sekt\u00f6r\u00fcnde olmak \u00fczere bir\u00e7ok t\u00fcketici odakl\u0131 organizasyon i\u00e7in hayati bir ileti\u015fim arac\u0131 olarak h\u0131zla ortaya \u00e7\u0131km\u0131\u015ft\u0131r.<\/p>\n\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Bu yakla\u015f\u0131m\u0131n en b\u00fcy\u00fck avantajlar\u0131ndan biri, reklamverenlere daha hassas hedefleme se\u00e7enekleri sunmas\u0131d\u0131r. Verileri analiz ederek, belirli bir hedef kitleye ula\u015fmak isteyen reklamverenler, reklamlar\u0131n\u0131 en uygun anlarda ve yerlerde g\u00f6sterebilirler. Programatik reklamc\u0131l\u0131k, reklam\u0131n kimlere, ne zaman ve nerede g\u00f6sterilece\u011fine dair kararlar\u0131 otomatikle\u015ftirir.<\/p>\n\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Programatik reklamc\u0131l\u0131\u011f\u0131n b\u00fcy\u00fcmesi h\u0131zl\u0131 olmas\u0131na ra\u011fmen, bu teknolojiyi etkili bir \u015fekilde kullanma konusundaki bilgi, beceri ve anlay\u0131\u015f\u0131n \u00f6nemli \u00f6l\u00e7\u00fcde gerisinde kalm\u0131\u015ft\u0131r. Geli\u015fimin h\u0131z\u0131 ve i\u015flevselli\u011fi, teknik karma\u015f\u0131kl\u0131\u011f\u0131yla birle\u015fti\u011finde bir\u00e7ok ki\u015fi i\u00e7in &#8220;korkutucu ve so\u011futucu&#8221; olmu\u015ftur ve hala bir t\u00fcr &#8220;siyah kutu&#8221; teknolojisi olarak kalmaktad\u0131r.<\/p>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Programatik Reklam Nas\u0131l \u00c7al\u0131\u015f\u0131r? <\/strong><\/h3>\n\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.insiderintelligence.com\/content\/programmatic-advertiser-explainer\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"618\" src=\"https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/26360_original_lazy-1024x618.png\" alt=\"\" class=\"wp-image-325\" srcset=\"https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/26360_original_lazy-1024x618.png 1024w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/26360_original_lazy-300x180.png 300w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/26360_original_lazy-768x463.png 768w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/26360_original_lazy-1536x926.png 1536w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/26360_original_lazy-2048x1235.png 2048w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/26360_original_lazy-850x513.png 850w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Kullan\u0131m\u0131, web kullan\u0131c\u0131lar\u0131n\u0131n &#8220;dijital iz (\u00e7erezler)&#8221; verilerini kullanarak hedef kitleleri bulma ve ard\u0131ndan reklamlar\u0131 g\u00f6nderme yetene\u011fi nedeniyle sadece Birle\u015fik Krall\u0131k&#8217;ta 960 milyon sterlinlik (Benady, 2015, s. 15) ve d\u00fcnya \u00e7ap\u0131nda tahmini 14,88 milyar dolarl\u0131k (eMarketer, 2015) harcamay\u0131 cezbetmi\u015ftir. 2015 y\u0131l\u0131nda neredeyse t\u00fcm dijital reklamlar programatik olarak ticaret edilmi\u015f ve bu oran\u0131n yak\u0131n gelecekte% 80&#8217;in \u00fczerine \u00e7\u0131kaca\u011f\u0131 tahmin ediliyor. Yeni medya ve end\u00fcstriler de programatik arenaya kat\u0131lmaktad\u0131r; ba\u011fl\u0131l\u0131k programlar\u0131, uygulamalar, oyunlar, film, televizyon ve Amazon&#8217;\u0131n Alexa gibi \u00fcr\u00fcnler gibi, bu b\u00fcy\u00fcyen uygulamadan faydalanmak i\u00e7in yeni alanlar a\u00e7maktad\u0131r.<\/p>\n\n\n\n<p>Programatik reklamc\u0131l\u0131\u011f\u0131n i\u015fleyi\u015fi karma\u015f\u0131k gibi g\u00f6r\u00fcnebilir, ancak temel ad\u0131mlar\u0131 a\u015fa\u011f\u0131da \u00f6zetlenmi\u015ftir:<\/p>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>Veri Toplama<\/strong>: Programatik reklamc\u0131l\u0131k s\u00fcreci, verilerin toplanmas\u0131yla ba\u015flar. Bu veriler, potansiyel m\u00fc\u015fterilerin \u00e7evrimi\u00e7i davran\u0131\u015flar\u0131, demografik bilgileri, konumlar\u0131 ve daha fazlas\u0131n\u0131 i\u00e7erebilir. Bu veriler, reklam hedefleme s\u00fcre\u00e7lerinde kullan\u0131l\u0131r.<\/p>\n\n\n\n<p><strong>\u0130\u015flem ve Otomasyon<\/strong>: Veriler programatik reklamc\u0131l\u0131k platformlar\u0131na y\u00fcklenir. Bu platformlar, reklamverenlerin belirledi\u011fi hedef kitleye ula\u015fmak i\u00e7in reklam alanlar\u0131n\u0131 sat\u0131n al\u0131r. \u0130\u015flemler, ger\u00e7ek zamanl\u0131 olarak ve otomatik olarak ger\u00e7ekle\u015fir.<\/p>\n\n\n\n<p><strong>Hedefleme ve Optimizasyon<\/strong>: Programatik reklamc\u0131l\u0131k, reklamverenlere reklamlar\u0131n\u0131 belirli demografik gruplara, \u00e7evrimi\u00e7i davran\u0131\u015flara, konumlara ve daha fazlas\u0131na g\u00f6re hedefleme se\u00e7enekleri sunar. Ayr\u0131ca, kampanyalar\u0131n performans\u0131 s\u00fcrekli olarak izlenir ve optimize edilir.<\/p>\n\n\n\n<p><strong>Reklam Yay\u0131n\u0131<\/strong>: Reklamlar, belirlenen hedef kitlelere en uygun web siteleri, uygulamalar veya di\u011fer dijital platformlar \u00fczerinden g\u00f6nderilir.<\/p>\n\n\n\n<p><strong>\u00d6l\u00e7\u00fcm ve Analiz<\/strong>: Programatik reklamc\u0131l\u0131k, reklam kampanyalar\u0131n\u0131n etkisini \u00f6l\u00e7mek ve analiz etmek i\u00e7in kapsaml\u0131 veri toplar. Bu analizler, reklamverenlere kampanyalar\u0131n\u0131 daha iyi anlama ve gelecekteki stratejilerini iyile\u015ftirme f\u0131rsat\u0131 sunar.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Programatik Reklam\u0131n \u00d6nemi <\/strong><\/h3>\n\n\n\n<div style=\"height:36px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"569\" src=\"https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/IntegralAdScience-Top-Benefits-Programmatic-Digital-Audio-Ads-Jun2022-1024x569.png\" alt=\"reklam\" class=\"wp-image-327\" srcset=\"https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/IntegralAdScience-Top-Benefits-Programmatic-Digital-Audio-Ads-Jun2022-1024x569.png 1024w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/IntegralAdScience-Top-Benefits-Programmatic-Digital-Audio-Ads-Jun2022-300x167.png 300w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/IntegralAdScience-Top-Benefits-Programmatic-Digital-Audio-Ads-Jun2022-768x427.png 768w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/IntegralAdScience-Top-Benefits-Programmatic-Digital-Audio-Ads-Jun2022-1536x854.png 1536w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/IntegralAdScience-Top-Benefits-Programmatic-Digital-Audio-Ads-Jun2022-850x473.png 850w, https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/IntegralAdScience-Top-Benefits-Programmatic-Digital-Audio-Ads-Jun2022.png 1640w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Programatik reklamc\u0131l\u0131k, dijital reklamc\u0131l\u0131\u011f\u0131n gelece\u011fini \u015fekillendiren kritik bir unsur haline gelmi\u015ftir. Peki, programatik reklam\u0131n neden bu kadar \u00f6nemli oldu\u011funu anlamak i\u00e7in nedenlere bir g\u00f6z atal\u0131m:<\/p>\n\n\n\n<p><strong>H\u0131z ve Verimlilik<\/strong>: Programatik reklamc\u0131l\u0131k, reklam alanlar\u0131n\u0131 anl\u0131k olarak sat\u0131n al\u0131r, b\u00f6ylece reklamverenler hedef kitlelerine daha h\u0131zl\u0131 ve verimli bir \u015fekilde ula\u015fabilirler.<\/p>\n\n\n\n<p><strong>Daha Hassas Hedefleme<\/strong>: Veri analizi sayesinde, reklamverenler reklamlar\u0131n\u0131 \u00e7ok \u00f6zelle\u015ftirilmi\u015f hedef kitlelere y\u00f6nlendirebilirler. Bu da reklam harcamalar\u0131n\u0131n daha etkili olmas\u0131n\u0131 sa\u011flar.<\/p>\n\n\n\n<p><strong>\u00d6l\u00e7\u00fclebilirlik ve Analiz<\/strong>: Programatik reklamc\u0131l\u0131k, reklam kampanyalar\u0131n\u0131n etkisini s\u00fcrekli olarak \u00f6l\u00e7me ve analiz etme olana\u011f\u0131 sunar. Bu, reklamverenlerin ba\u015far\u0131lar\u0131n\u0131 daha iyi anlamalar\u0131na yard\u0131mc\u0131 olur.<\/p>\n\n\n\n<p><strong>Reklam Maliyetlerinin D\u00fc\u015f\u00fcr\u00fclmesi<\/strong>: Otomasyon ve veri analizi, reklam harcamalar\u0131n\u0131n daha iyi y\u00f6netilmesine ve gereksiz maliyetlerin azalt\u0131lmas\u0131na yard\u0131mc\u0131 olur.<\/p>\n\n\n\n<p><strong>Reklam Doland\u0131r\u0131c\u0131l\u0131\u011f\u0131n\u0131n Azalt\u0131lmas\u0131<\/strong>: Programatik reklamc\u0131l\u0131k, insan hatalar\u0131n\u0131 ve reklam doland\u0131r\u0131c\u0131l\u0131\u011f\u0131n\u0131 azalt\u0131r, b\u00f6ylece reklamverenlerin daha g\u00fcvenilir sonu\u00e7lar elde etmelerini sa\u011flar.<\/p>\n\n\n\n<p>Programatik reklamc\u0131l\u0131k, dijital reklamc\u0131l\u0131\u011f\u0131n gelece\u011fini \u015fekillendiren ve reklamverenlere daha verimli, \u00f6l\u00e7\u00fclebilir ve hedef odakl\u0131 bir reklamc\u0131l\u0131k deneyimi sunan \u00f6nemli bir trenddir. Bu yakla\u015f\u0131m, reklamverenlere reklamlar\u0131n\u0131 daha iyi hedeflemeleri ve daha etkili bir \u015fekilde \u00f6l\u00e7meleri i\u00e7in olanak tan\u0131r. Gelecekte, programatik reklamc\u0131l\u0131\u011f\u0131n daha fazla benimsenmesi ve kullan\u0131lmas\u0131 beklenmektedir, bu da dijital reklamc\u0131l\u0131\u011f\u0131n geli\u015fimine ve b\u00fcy\u00fcmesine katk\u0131 sa\u011flayacakt\u0131r.<\/p>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Programatik reklamc\u0131l\u0131k, i\u015f d\u00fcnyas\u0131nda b\u00fcy\u00fck bir potansiyele sahip olan ancak hala anla\u015f\u0131lmas\u0131 gereken karma\u015f\u0131k bir teknolojidir. TwinLeon ile bu alandaki potansiyeli ke\u015ffedin ve reklam stratejilerinizi optimize etmek i\u00e7in bize <strong><a href=\"https:\/\/twinleon.com\/#contact\" target=\"_blank\" rel=\"noopener\">kat\u0131l\u0131n<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Zuboff (2019, s. 8-10), insan-bilgisayar etkile\u015fiminin, teknolojilerle etkile\u015fimde bulundu\u011fumuzda geride b\u0131rakt\u0131\u011f\u0131m\u0131z b\u00fcy\u00fck miktarda \u00fccretsiz fazla hammadde \u00fcretti\u011fini ve bu &#8220;davran\u0131\u015fsal fazla&#8221; olarak adland\u0131r\u0131lan bu verinin, makine zek\u00e2s\u0131 geli\u015ftirmenin ve yak\u0131n ve uzak gelecekte t\u00fcketicilerin ne yapacaklar\u0131n\u0131 ve ne sat\u0131n alacaklar\u0131n\u0131 \u00f6ng\u00f6ren uygulamalar\u0131n \u00f6nc\u00fcs\u00fc oldu\u011funu belirtmektedir. Bu tahmin \u00fcr\u00fcnlerin ticareti, yeni bir &#8216;davran\u0131\u015fsal gelecekler pazar\u0131&#8217; olu\u015fturdu&#8230;<\/p>\n","protected":false},"author":2,"featured_media":324,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[920,922,1],"tags":[924,332,926,928],"class_list":["post-323","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ads-management","category-marketing","category-teknoloji","tag-dijital","tag-pazarlama","tag-programatikreklam","tag-reklam"],"rttpg_featured_image_url":{"full":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1.webp",1520,800,false],"landscape":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1.webp",1200,632,false],"portraits":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1.webp",1520,800,false],"thumbnail":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1-150x150.webp",150,150,true],"medium":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1-300x158.webp",300,158,true],"large":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1-1024x539.webp",640,337,true],"1536x1536":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1.webp",1520,800,false],"2048x2048":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1.webp",1520,800,false],"square":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1.webp",1200,632,false],"portrait":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1.webp",1200,632,false],"landscape_medium":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1.webp",600,316,false],"portrait_medium":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1.webp",600,316,false],"square_medium":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1.webp",600,316,false],"post-thumbnail":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1-300x158.webp",300,158,true],"draftly-grid":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1-350x230.webp",350,230,true],"draftly-slider":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1-850x447.webp",850,447,true],"draftly-small":["https:\/\/www.twinleon.com\/blog\/wp-content\/uploads\/2023\/09\/Programmatic-Advertising-1520x800-1-300x180.webp",300,180,true]},"rttpg_author":{"display_name":"Ozgul Yavuz Kaddoura","author_link":"https:\/\/www.twinleon.com\/blog\/author\/ozgul\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/www.twinleon.com\/blog\/tr\/category\/ads-management\/\" rel=\"category tag\">Ads Management<\/a> <a href=\"https:\/\/www.twinleon.com\/blog\/tr\/category\/marketing\/\" rel=\"category tag\">Marketing<\/a> <a href=\"https:\/\/www.twinleon.com\/blog\/tr\/category\/teknoloji\/\" rel=\"category tag\">Teknoloji Trendler<\/a>","rttpg_excerpt":"Zuboff (2019, s. 8-10), insan-bilgisayar etkile\u015fiminin, teknolojilerle etkile\u015fimde bulundu\u011fumuzda geride b\u0131rakt\u0131\u011f\u0131m\u0131z b\u00fcy\u00fck miktarda \u00fccretsiz fazla hammadde \u00fcretti\u011fini ve bu &#8220;davran\u0131\u015fsal fazla&#8221; olarak adland\u0131r\u0131lan bu verinin, makine zek\u00e2s\u0131 geli\u015ftirmenin ve yak\u0131n ve uzak gelecekte t\u00fcketicilerin ne yapacaklar\u0131n\u0131 ve ne sat\u0131n alacaklar\u0131n\u0131 \u00f6ng\u00f6ren uygulamalar\u0131n \u00f6nc\u00fcs\u00fc oldu\u011funu belirtmektedir. Bu tahmin \u00fcr\u00fcnlerin ticareti, yeni bir &#8216;davran\u0131\u015fsal gelecekler pazar\u0131&#8217; olu\u015fturdu...","_links":{"self":[{"href":"https:\/\/www.twinleon.com\/blog\/wp-json\/wp\/v2\/posts\/323","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.twinleon.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.twinleon.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.twinleon.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.twinleon.com\/blog\/wp-json\/wp\/v2\/comments?post=323"}],"version-history":[{"count":2,"href":"https:\/\/www.twinleon.com\/blog\/wp-json\/wp\/v2\/posts\/323\/revisions"}],"predecessor-version":[{"id":541,"href":"https:\/\/www.twinleon.com\/blog\/wp-json\/wp\/v2\/posts\/323\/revisions\/541"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.twinleon.com\/blog\/wp-json\/wp\/v2\/media\/324"}],"wp:attachment":[{"href":"https:\/\/www.twinleon.com\/blog\/wp-json\/wp\/v2\/media?parent=323"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.twinleon.com\/blog\/wp-json\/wp\/v2\/categories?post=323"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.twinleon.com\/blog\/wp-json\/wp\/v2\/tags?post=323"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}