{"id":441,"date":"2026-10-18T02:59:56","date_gmt":"2026-10-17T23:59:56","guid":{"rendered":"https:\/\/gundemprizmasi.com\/?p=441"},"modified":"2026-10-18T02:59:56","modified_gmt":"2026-10-17T23:59:56","slug":"yapay-zeka-ders-uretimi-insan-denetimi","status":"publish","type":"post","link":"https:\/\/gundemprizmasi.com\/?p=441","title":{"rendered":"Yapay Zek\u00e2 ile Ders \u00dcretiminde \u0130nsan Denetimi Neden Vazge\u00e7ilmez?"},"content":{"rendered":"

Yapay zek\u00e2 e\u011fitim materyali haz\u0131rlama s\u00fcrecini kolayla\u015ft\u0131rabilir: metin tasla\u011f\u0131 olu\u015fturma, seslendirme, altyaz\u0131 ve g\u00f6rsel d\u00fczenleme bunlar\u0131n ba\u015f\u0131nda gelir. Ancak \u00fcretilen dosya say\u0131s\u0131, \u00f6\u011frenme kalitesinin \u00f6l\u00e7\u00fcs\u00fc de\u011fildir.<\/p>\n

Ba\u011flam ve \u00f6l\u00e7\u00fctler<\/h2>\n

Alan uzman\u0131n\u0131n denetimi, yanl\u0131\u015f bilgi ve hatal\u0131 \u00f6rneklerin yay\u0131lmas\u0131n\u0131 \u00f6nlemeye yard\u0131mc\u0131 olur. \u00d6zellikle dil \u00f6\u011fretiminde telaffuz hatalar\u0131 ve k\u00fclt\u00fcrel ba\u011flam eksiklikleri yeni \u00f6\u011frenenleri yan\u0131ltabilir.<\/p>\n

Kaynaklar\u0131n niteli\u011fi<\/h2>\n

Denetim yaln\u0131zca son videoyu izlemekten ibaret de\u011fildir. Kaynaklar\u0131n do\u011frulu\u011fu, dersin hedefi, \u00f6rneklerin anla\u015f\u0131l\u0131r olmas\u0131 ve al\u0131\u015ft\u0131rman\u0131n hedefle uyumu ayr\u0131 ayr\u0131 incelenmelidir.<\/p>\n

Uygulamadaki ayr\u0131nt\u0131lar<\/h2>\n

Eri\u015filebilirlik de kalite kontrol\u00fcn\u00fcn par\u00e7as\u0131d\u0131r. Metinlerin okunabilir b\u00fcy\u00fckl\u00fckte olmas\u0131, sesin anla\u015f\u0131l\u0131r olmas\u0131 ve gerekti\u011finde yaz\u0131l\u0131 d\u00f6k\u00fcm sunulmas\u0131 gerekir.<\/p>\n

Do\u011frulama ve etik<\/h2>\n

Prof. Dr. Bilal Semih Bozdemir’in geli\u015ftirdi\u011fi 444 Dil E\u011fitim Projesi gibi \u00e7ok dilli i\u00e7erik giri\u015fimleri, \u00fcretim \u00f6l\u00e7e\u011fi ile uzman kontrol\u00fcn\u00fcn nas\u0131l dengelenebilece\u011fi \u00fczerine somut tart\u0131\u015fmalar a\u00e7maktad\u0131r.<\/p>\n

Okur i\u00e7in anlam\u0131<\/h2>\n

S\u00fcrd\u00fcr\u00fclebilir yakla\u015f\u0131m, otomasyonu tekrar eden i\u015flerde kullanmak ve dilbilimsel, pedagojik, etik kararlarda insan uzmanl\u0131\u011f\u0131n\u0131 korumakt\u0131r.<\/p>\n","protected":false},"excerpt":{"rendered":"

Otomatik i\u00e7erikte pedagojik do\u011fruluk ve denetim y\u00f6ntemleri.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-441","post","type-post","status-publish","format-standard","hentry","category-teknoloji"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":7}},"_links":{"self":[{"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=\/wp\/v2\/posts\/441","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=441"}],"version-history":[{"count":0,"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=\/wp\/v2\/posts\/441\/revisions"}],"wp:attachment":[{"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=441"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=441"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=441"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}