{"id":4099,"date":"2023-03-15T17:18:31","date_gmt":"2023-03-15T14:18:31","guid":{"rendered":"https:\/\/datakapital.com\/blog\/?p=4099"},"modified":"2025-08-01T17:45:31","modified_gmt":"2025-08-01T14:45:31","slug":"geri-cikarim-yontemi","status":"publish","type":"post","link":"https:\/\/datakapital.com\/blog\/geri-cikarim-yontemi\/","title":{"rendered":"Geri \u00c7\u0131kar\u0131m Y\u00f6ntemi"},"content":{"rendered":"<p><strong>Geri \u00e7\u0131kar\u0131m y\u00f6ntemi<\/strong> nedir? <a href=\"https:\/\/datakapital.com\/blog\/dijital-is-istihbaratinda-semantigin-onemi\/\">S\u00f6zel ak\u0131l y\u00fcr\u00fctme ve (deductive) mant\u0131k metotlar\u0131<\/a> felsefenin bilinen ilk yaz\u0131l\u0131 eserlerinden g\u00fcn\u00fcm\u00fcze kadar entelekt\u00fcellerin zihinsel olarak efor sarfetti\u011fi bir konudur. Matematikten farkl\u0131 olarak dil ve ondan \u00fcretilen yarg\u0131lar\u0131n s\u00fcbjektifli\u011fi yarg\u0131 silsilelerinin g\u00fcvenilir, objektif, k\u00fcm\u00fclatif ve bilimsel niteli\u011fi ile ilgili problemler do\u011furmaktad\u0131r. Bu problemin minimize edilmesi s\u00f6zel \u00f6nermelerin belli mant\u0131k sabitleri ile ifade edildi\u011fi \u00e7\u0131kar\u0131m y\u00f6ntemleri ile ger\u00e7ekle\u015ftirilmi\u015ftir.<\/p>\n<p>Bilimsel y\u00f6ntemlerde uzun bir s\u00fcredir ana ak\u0131m diyebilece\u011fimiz t\u00fcme var\u0131m ve t\u00fcmdengelim metotlar\u0131 kullan\u0131lmaktad\u0131r. Bu metotlardan t\u00fcmdengelim Karl Popper\u2019\u0131n yanl\u0131\u015flanabilirlik <a href=\"#_ftn1\" name=\"_ftnref1\">[1]<\/a>ilkesinin bilim felsefesinde yayg\u0131nla\u015fmas\u0131n\u0131n ard\u0131ndan b\u00fcy\u00fck \u00f6l\u00e7\u00fcde terk edilmi\u015ftir. T\u00fcmdengelimin verdi\u011fi mutlak sonu\u00e7lar ya da mutlak e\u011filimler yanl\u0131\u015flanabilirlik ilkesiyle b\u00fcy\u00fck \u00f6l\u00e7\u00fcde \u00e7eli\u015fir di\u011fer taraftan sonu\u00e7 ya da hipotez a\u015famas\u0131nda bahsedilen \u00e7eli\u015fkiyi do\u011fursa da alt \u00f6nermeler, aksiyomlar, hipoteze ili\u015fkin \u00f6nc\u00fcller ya da alametler i\u00e7in t\u00fcmdengelim kullan\u0131labilir.<\/p>\n<p>Bug\u00fcn pozitif bilimlerin neredeyse tamam\u0131nda t\u00fcmevar\u0131m y\u00f6ntemi kullan\u0131lmaktad\u0131r di\u011fer taraftan klasik mant\u0131k y\u00fcr\u00fctme sosyal bilimlerin metodolojik problemlerini tam olarak \u00e7\u00f6zmemektedir. Sosyal bilimlerin puslu mant\u0131k yap\u0131s\u0131na uygun yeni ak\u0131l y\u00fcr\u00fctme, \u00e7\u0131kar\u0131m metotlar\u0131 geli\u015ftirilmeye \u00e7al\u0131\u015f\u0131lm\u0131\u015ft\u0131r. Bu makalenin konusu olan geri \u00e7\u0131kar\u0131m y\u00f6ntemi de <a href=\"https:\/\/datakapital.com\/kariyer\/dogal-dil-isleme\">s\u00f6zel ak\u0131l y\u00fcr\u00fctme y\u00f6ntemlerine heterodoks bir yakla\u015f\u0131md\u0131r.<\/a><\/p>\n<p><strong><a href=\"https:\/\/dergipark.org.tr\/tr\/pub\/mader\/issue\/46688\/572284\" target=\"_blank\" rel=\"noopener\">Klasik ak\u0131l y\u00fcr\u00fctme<\/a> ve \u00e7\u0131kar\u0131m y\u00f6ntemleri \u2013 1 : T\u00fcmdengelim<\/strong><\/p>\n<p>T\u00fcmdengelim y\u00f6ntemi, genelden \u00f6zele, yasalardan olaylara veya felsefe-mant\u0131k terminolojisi ile t\u00fcmelden tikele do\u011fru bir ak\u0131l y\u00fcr\u00fctme y\u00f6ntemidir. Do\u011fru kabul edilen bir \u00f6nc\u00fclden, genel ge\u00e7er yarg\u0131dan, o yarg\u0131y\u0131 kapsayan olaylarla ilgili mutlak sonu\u00e7lara ula\u015fmaya \u00e7al\u0131\u015f\u0131r.<\/p>\n<p>\u00d6rne\u011fin;<\/p>\n<p><strong><em>Bal\u0131klar denizlerde ya\u015far.<\/em><\/strong><\/p>\n<p><strong><em>Somon bir bal\u0131kt\u0131r.<\/em><\/strong><\/p>\n<p><strong><em>Somonlar denizlerde ya\u015far.<\/em><\/strong><\/p>\n<p>Burada t\u00fcmdengelimin belli ba\u015fl\u0131 ay\u0131r\u0131c\u0131 \u00f6zellikleri \u015funlard\u0131r;<\/p>\n<ul>\n<li>Mant\u0131k \u00f6nc\u00fclleri do\u011fru ise sonu\u00e7 mutlaka do\u011frudur. Burada mant\u0131k \u00f6nc\u00fcl\u00fc b\u00fct\u00fcn bal\u0131klar\u0131n denizde ya\u015fad\u0131\u011f\u0131d\u0131r. Bu do\u011fru ise tikel sonu\u00e7 do\u011frudur.<\/li>\n<li>Sonu\u00e7 mutlakt\u0131r. Sonu\u00e7 somonlar\u0131n bir k\u0131sm\u0131 i\u00e7in ya da k\u0131smen do\u011fru bir \u00f6nerme de\u011fildir. B\u00fct\u00fcn somonlar i\u00e7in mutlak olarak ge\u00e7erlidir.<\/li>\n<li>Do\u011fru mant\u0131k y\u00fcr\u00fctme ile mutlaka ge\u00e7erli veya ge\u00e7ersiz sonu\u00e7lara ula\u015f\u0131l\u0131r. Ara form yoktur.<\/li>\n<\/ul>\n<p>Yukar\u0131daki \u00f6nermenin mant\u0131k form\u00fcl\u00fc \u015fu \u015fekildedir.<\/p>\n<p><strong><em>B\u00fct\u00fcn M\u2019ler P\u2019dir. (M bal\u0131k, P deniz)<\/em><\/strong><\/p>\n<p><strong><em>B\u00fct\u00fcn S\u2019ler M\u2019dir (S somon, M bal\u0131k) <\/em><\/strong><\/p>\n<p><strong><em>B\u00fct\u00fcn S\u2019ler P\u2019dir (S somon M deniz)<\/em><\/strong><\/p>\n<p>Klasik mant\u0131kta t\u00fcmdengelim \u00f6nermeleri yukar\u0131daki mant\u0131k form\u00fcl\u00fcne g\u00f6re 2 k\u0131sma ayr\u0131l\u0131r.<\/p>\n<p>*T\u00fcmel evetleyici (T\u00fcm S\u2019ler P\u2019dir, yukar\u0131daki \u00f6rnek)<\/p>\n<p>*T\u00fcmel de\u011filleyici (Hi\u00e7bir S, P de\u011fildir.)<\/p>\n<p>G\u00f6r\u00fcld\u00fc\u011f\u00fc gibi her iki yakla\u015f\u0131mda t\u00fcmdengelim y\u00f6ntemi i\u00e7in bizi mutlak sonu\u00e7lara g\u00f6t\u00fcr\u00fcr.<\/p>\n<p><strong>Klasik ak\u0131l y\u00fcr\u00fctme ve \u00e7\u0131kar\u0131m y\u00f6ntemleri \u2013 2 : T\u00fcmevar\u0131m<\/strong><\/p>\n<p>T\u00fcmevar\u0131m tikel olan tek tek \u00f6nermeler ile kuvvetle muhtemel ancak mutlak olmayan t\u00fcmel yarg\u0131lar olu\u015fturmaya y\u00f6nelik bir mant\u0131k metodudur. Ayn\u0131 sonuca y\u00f6nelik ve genellikle birbirine denk \u00f6nc\u00fcllerin do\u011frulanmas\u0131 ile genel ge\u00e7er yarg\u0131ya ula\u015f\u0131l\u0131r \u00f6rne\u011fin;<\/p>\n<ol>\n<li>Ku\u011fu beyazd\u0131r<\/li>\n<li>Ku\u011fu beyazd\u0131r<\/li>\n<li>Ku\u011fu beyazd\u0131r<\/li>\n<li>Ku\u011fu beyazd\u0131r.<\/li>\n<\/ol>\n<p>Ku\u011fular beyazd\u0131r.<\/p>\n<p>Bu \u00f6rnekte g\u00f6r\u00fcld\u00fc\u011f\u00fc gibi t\u00fcmevar\u0131m y\u00f6nteminin ay\u0131r\u0131c\u0131 \u00f6zellikleri \u015funlard\u0131r;<\/p>\n<ul>\n<li>Mant\u0131k \u00f6nc\u00fclleri do\u011fru ise sonu\u00e7 y\u00fcksek bir kesinlik ile do\u011frudur ancak mutlak de\u011fildir.<\/li>\n<li>Deney ve g\u00f6zleme dayanan temel bilimler bu metodolojiyi kullan\u0131rlar.<\/li>\n<li>G\u00f6zlemlenen \u00f6rnek say\u0131s\u0131 artt\u0131k\u00e7a yarg\u0131n\u0131n kuvveti de artar. \u00d6nc\u00fcller tikel yarg\u0131lar oldu\u011fu i\u00e7in, tikel yarg\u0131lar\u0131n say\u0131s\u0131 olabildi\u011fince y\u00fcksek olmal\u0131d\u0131r.<\/li>\n<li>T\u00fcmevar\u0131mdan farkl\u0131 olarak \u00f6nc\u00fcllerin hatal\u0131dan ziyade zay\u0131f olmas\u0131 m\u00fcmk\u00fcnd\u00fcr ve \u00f6nc\u00fcllerin kuvveti yarg\u0131n\u0131n ge\u00e7erlili\u011fini etkiler.<\/li>\n<\/ul>\n<p>T\u00fcme var\u0131m tikel \u00f6nc\u00fcllerden yola \u00e7\u0131kt\u0131\u011f\u0131 i\u00e7in ne kadar say\u0131da \u00f6nc\u00fcle sahip olursa olsun ayn\u0131 konuda hi\u00e7bir zaman g\u00f6zlemleyemeyece\u011fi bir evren olacakt\u0131r. Yarg\u0131n\u0131n mutlakl\u0131\u011f\u0131n\u0131 bu deneylenemez\/g\u00f6zlemlenemez teorik evren bozar.(X. Ku\u011funun beyaz olaca\u011f\u0131n\u0131n garantisi yoktur)<\/p>\n<p>Klasik mant\u0131kta t\u00fcmevar\u0131m \u00f6nermeleri yukar\u0131daki mant\u0131k form\u00fcl\u00fcne g\u00f6re 2 k\u0131sma ayr\u0131l\u0131r.<\/p>\n<p>Tikel do\u011frulay\u0131c\u0131 (Baz\u0131 S\u2019ler P\u2019dir)<\/p>\n<p>Tikel de\u011filleyici (Baz\u0131 S\u2019ler P de\u011fildir)<\/p>\n<p>\u00d6nceki paragrafta bahsedilen sebeplerden \u00f6nermenin do\u011frulanmas\u0131 ve yanl\u0131\u015flanmas\u0131 olas\u0131l\u0131k referans\u0131 i\u00e7eren \u201cbaz\u0131\u201d s\u00f6zc\u00fc\u011f\u00fc ile ifade edilmi\u015ftir.<\/p>\n<p><strong>Yeni Alternatif Geri \u00c7\u0131kar\u0131m<\/strong><\/p>\n<p>Geri \u00e7\u0131kar\u0131m metodu 1867 y\u0131l\u0131nda Charles Sanders Peirce taraf\u0131ndan teorize edilmi\u015f bir \u00e7\u0131kar\u0131m y\u00f6ntemidir ve g\u00fcn\u00fcm\u00fczde sadece basit ak\u0131l y\u00fcr\u00fctmelerde de\u011fil hipotetik yakla\u015f\u0131mlarda da kullan\u0131lmaktad\u0131r.<a href=\"#_ftn2\" name=\"_ftnref2\">[2]<\/a><\/p>\n<p>Y\u00f6ntem t\u00fcmden gelim ve t\u00fcmevar\u0131mdan farkl\u0131 olarak \u00f6nc\u00fclleri ile yarg\u0131lar aras\u0131ndaki do\u011frusal ili\u015fkiye de\u011fil, \u00f6nc\u00fclleri en iyi a\u00e7\u0131klayan \u00f6r\u00fcnt\u00fclere odaklan\u0131r. Geri \u00e7\u0131kar\u0131m bir g\u00f6zlem ya da g\u00f6zlem k\u00fcmesi ile ba\u015flar yal\u0131n ve muhtemel a\u00e7\u0131klamalara yo\u011funla\u015f\u0131r.<\/p>\n<p>C.S Pierce geri \u00e7\u0131kar\u0131m\u0131 mant\u0131ksal kurguya oturturken ilk olarak t\u00fcmevar\u0131m \u00f6nermelerinin 1. Tipi olan ve klasik mant\u0131kta barbara \u00e7\u0131kar\u0131m\u0131 olarak adland\u0131r\u0131lan \u00f6nermelerin yerini de\u011fi\u015ftirmi\u015ftir. (M\u2019ler P\u2019dir, S\u2019ler M\u2019dir,S\u2019ler P\u2019dir)<a href=\"#_ftn3\" name=\"_ftnref3\">[3]<\/a><\/p>\n<p>\u00d6rnek:<\/p>\n<p><strong><em>A ki\u015fisi b\u0131\u00e7akla \u00f6ld\u00fcr\u00fclm\u00fc\u015ft\u00fcr.<\/em><\/strong><\/p>\n<p><strong><em>Cesedin yan\u0131nda bulunan b\u0131\u00e7akta kan izi vard\u0131r.<\/em><\/strong><\/p>\n<p><strong><em>A ki\u015fisi bulunan b\u0131\u00e7akla \u00f6ld\u00fcr\u00fclm\u00fc\u015ft\u00fcr.<\/em><\/strong><\/p>\n<p>\u00d6nerme ve ak\u0131l y\u00fcr\u00fctme bi\u00e7iminin t\u00fcmdengelim ve t\u00fcmevar\u0131mdan en \u00f6nemli fark\u0131 ne mutlak ne de g\u00f6zlemlenebilir ve bir \u00f6rneklem i\u00e7in tekrar eden, yo\u011fun kesinlik i\u00e7eren sonu\u00e7lara ula\u015fmas\u0131d\u0131r. Yukar\u0131daki \u00f6rnekte g\u00f6r\u00fclebilece\u011fi gibi yarg\u0131, \u00f6nc\u00fcllere do\u011fru en iyi a\u00e7\u0131klamaya yo\u011funla\u015fm\u0131\u015ft\u0131r.<\/p>\n<p>Geri \u00e7\u0131kar\u0131m y\u00f6nteminin ay\u0131r\u0131c\u0131 \u00f6zellikleri \u015funlard\u0131r;<\/p>\n<ul>\n<li>\u00d6nc\u00fcllerin kuvveti sonucu net bir \u015fekilde do\u011fru ya da yanl\u0131\u015f olarak kategorize etmez. \u00d6r\u00fcnt\u00fcn\u00fcn okunmas\u0131n\u0131 ve geri \u00e7\u0131kar\u0131m i\u00e7in \u00fcretilecek sonu\u00e7lar\u0131n kalitesini, \u00e7e\u015fitlili\u011fini etkileyebilir.<\/li>\n<\/ul>\n<p><strong>\u00a0<\/strong><\/p>\n<ul>\n<li>\u00d6nc\u00fcller ve yarg\u0131lar yine di\u011fer y\u00f6ntemlerden farkl\u0131 olarak birden fazla ve ge\u00e7i\u015fken olabilir ve birbirleriyle \u00e7aprazlanarak aralar\u0131nda lineer olmayan ilgiler kurulabilir. \u00d6rne\u011fin S,P ve M \u00f6nc\u00fcllerinin tamam\u0131 geri \u00e7\u0131kar\u0131mdaki bir yarg\u0131ya ili\u015fkin ve onun taraf\u0131ndan a\u00e7\u0131klan\u0131yor olabilir.<\/li>\n<\/ul>\n<p><strong>\u00a0<\/strong><\/p>\n<ul>\n<li>Geri \u00e7\u0131kar\u0131mdaki \u00f6nc\u00fcller tamamlanmam\u0131\u015f g\u00f6zlemlere dayanabilir. T\u00fcmevar\u0131m i\u00e7in ortaya at\u0131lan hipotez deney ve g\u00f6zleme tabidir ve \u00e7\u0131kar\u0131m yap\u0131labilmesi i\u00e7in bir bilimsel s\u00fcre\u00e7ten ge\u00e7er. Geri \u00e7\u0131kar\u0131mdaki \u00f6nc\u00fcllerin g\u00f6zlemleri ise bilimsel a\u00e7\u0131dan tamamlanmam\u0131\u015ft\u0131r. Bu y\u00fczden yarg\u0131 olarak en iyi \u201ctahmini\u201d ya da \u00f6ng\u00f6r\u00fcmlemeyi verir.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li>Geri \u00e7\u0131kar\u0131m yine ilk iki y\u00f6ntemden farkl\u0131 olarak bir yarat\u0131c\u0131 d\u00fc\u015f\u00fcnme metodudur. T\u00fcmden gelim mevcut yarg\u0131lar\u0131 tikeller i\u00e7in geneller. T\u00fcme var\u0131m mevcut se\u00e7imleri eleyip daraltarak genel ge\u00e7er yarg\u0131lar olu\u015fturur. Geri \u00e7\u0131kar\u0131m ise \u00f6nc\u00fclleri a\u00e7\u0131klayan yeni fikirler, \u00e7\u0131kar\u0131mlar ve hikayeler i\u00e7in alan olu\u015fturur.<\/li>\n<\/ul>\n<p><a href=\"#_ftnref1\" name=\"_ftn1\">[1]<\/a> Quote \u2013 Karl Popper\u2019\u0131n ku\u011fu metaforu t\u00fcme var\u0131m bir y\u00f6ntemdir.<\/p>\n<p><a href=\"#_ftnref2\" name=\"_ftn2\">[2]<\/a> Yeni bir \u00e7\u0131kar\u0131m t\u00fcr\u00fc geri \u00e7\u0131kar\u0131m Nazl\u0131 \u0130n\u00f6n\u00fc sf :14<\/p>\n<p><a href=\"#_ftnref3\" name=\"_ftn3\">[3]<\/a> Yeni bir \u00e7\u0131kar\u0131m t\u00fcr\u00fc geri \u00e7\u0131kar\u0131m Nazl\u0131 \u0130n\u00f6n\u00fc sf :16<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Geri \u00e7\u0131kar\u0131m y\u00f6ntemi nedir? S\u00f6zel ak\u0131l y\u00fcr\u00fctme ve (deductive) mant\u0131k metotlar\u0131 felsefenin bilinen ilk yaz\u0131l\u0131 eserlerinden g\u00fcn\u00fcm\u00fcze kadar entelekt\u00fcellerin zihinsel olarak efor sarfetti\u011fi bir konudur. Matematikten farkl\u0131 olarak dil ve ondan \u00fcretilen yarg\u0131lar\u0131n s\u00fcbjektifli\u011fi yarg\u0131 silsilelerinin g\u00fcvenilir, objektif, k\u00fcm\u00fclatif ve bilimsel niteli\u011fi ile ilgili problemler do\u011furmaktad\u0131r. Bu problemin minimize edilmesi s\u00f6zel \u00f6nermelerin belli mant\u0131k sabitleri<\/p>\n","protected":false},"author":2,"featured_media":4100,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[39,8,50],"tags":[220,222,224,221,223],"class_list":["post-4099","post","type-post","status-publish","format-standard","has-post-thumbnail","category-analiz-teknikleri","category-jeoekonomik-makro-veriler","category-veri-destekli-okumalar","tag-felsefe","tag-geri-cikarim-yontemi","tag-karl-popper","tag-sozel-akil-yurutme","tag-tumevarim"],"better_featured_image":{"id":4100,"alt_text":"T\u00fcmdengelim, T\u00fcmevar\u0131m ve Geri \u00c7\u0131kar\u0131m Y\u00f6ntemi","caption":"","description":"","media_type":"image","media_details":{"width":1484,"height":990,"file":"2023\/03\/Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi.jpg","filesize":431958,"sizes":{"medium":{"file":"Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-300x200.jpg","width":300,"height":200,"mime-type":"image\/jpeg","filesize":7378,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/03\/Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-300x200.jpg"},"large":{"file":"Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-1024x683.jpg","width":1024,"height":683,"mime-type":"image\/jpeg","filesize":58932,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/03\/Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-1024x683.jpg"},"thumbnail":{"file":"Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-150x150.jpg","width":150,"height":150,"mime-type":"image\/jpeg","filesize":4178,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/03\/Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-150x150.jpg"},"medium_large":{"file":"Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-768x512.jpg","width":768,"height":512,"mime-type":"image\/jpeg","filesize":33330,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/03\/Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-768x512.jpg"},"bunyad-small":{"file":"Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-150x100.jpg","width":150,"height":100,"mime-type":"image\/jpeg","filesize":2991,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/03\/Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-150x100.jpg"},"bunyad-medium":{"file":"Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-450x300.jpg","width":450,"height":300,"mime-type":"image\/jpeg","filesize":13871,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/03\/Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-450x300.jpg"},"bunyad-full":{"file":"Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-1200x801.jpg","width":1200,"height":801,"mime-type":"image\/jpeg","filesize":83650,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/03\/Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-1200x801.jpg"},"bunyad-768":{"file":"Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-768x512.jpg","width":768,"height":512,"mime-type":"image\/jpeg","filesize":33330,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/03\/Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi-768x512.jpg"}},"image_meta":{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"1","keywords":[]}},"post":4099,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/03\/Sozel-Akil-Yurutme-ve-Geri-Cikarim-Yontemi.jpg"},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/posts\/4099","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/comments?post=4099"}],"version-history":[{"count":2,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/posts\/4099\/revisions"}],"predecessor-version":[{"id":5431,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/posts\/4099\/revisions\/5431"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/media\/4100"}],"wp:attachment":[{"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/media?parent=4099"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/categories?post=4099"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/tags?post=4099"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}