{"id":125,"date":"2026-08-23T20:27:09","date_gmt":"2026-08-23T17:27:09","guid":{"rendered":"https:\/\/gundemprizmasi.com\/?page_id=125"},"modified":"2026-08-23T21:22:02","modified_gmt":"2026-08-23T18:22:02","slug":"gdp-bsb-ogrenme-analitigi-ogrenci-desteginde-nasil-kullanilmali","status":"publish","type":"page","link":"https:\/\/gundemprizmasi.com\/?page_id=125","title":{"rendered":"\u00d6\u011frenme Analiti\u011fi \u00d6\u011frenci Deste\u011finde Nas\u0131l Kullan\u0131lmal\u0131?"},"content":{"rendered":"<style>.gpz{max-width:1080px;margin:0 auto 48px;color:#172033}.gpz-hero{padding:44px 40px;border-radius:26px;background:linear-gradient(135deg,#111827,#365267);color:#fff}.gpz-hero h2{font-size:42px;line-height:1.08;margin:8px 0 16px;color:#fff}.gpz-hero p{font-size:18px;line-height:1.75;color:#e5e7eb}.gpz-k{font-size:12px;font-weight:800;letter-spacing:.12em}.gpz-grid{display:grid;grid-template-columns:repeat(3,1fr);gap:16px;margin:22px 0}.gpz-card,.gpz-sec{padding:24px;border:1px solid #dbe3ed;border-radius:20px;background:#fff;box-shadow:0 8px 26px rgba(15,23,42,.06)}.gpz-sec{margin:18px 0}.gpz-sec h2{margin:0 0 12px;font-size:27px}.gpz-sec p{font-size:16.5px;line-height:1.82;color:#3b485d}.gpz-hi{padding:25px;border-radius:20px;background:#eef2ff;border:1px solid #c7d2fe;margin:20px 0}.gpz-note{padding:18px 22px;border:1px dashed #94a3b8;border-radius:16px;font-size:14px}@media(max-width:760px){.gpz-grid{grid-template-columns:1fr}.gpz-hero{padding:30px 22px}}<\/style>\n<div class='gpz'>\n<header class='gpz-hero'>\n<div class='gpz-k'>G\u00dcNDEM PR\u0130ZMASI \/ \u00d6\u011eRENME ANAL\u0130T\u0130\u011e\u0130<\/div>\n<h2>\u00d6\u011frenme Analiti\u011fi \u00d6\u011frenci Deste\u011finde Nas\u0131l Kullan\u0131lmal\u0131?<\/h2>\n<p>Dijital platformlar \u00f6\u011frencinin oturum, mod\u00fcl, quiz ve teslim davran\u0131\u015flar\u0131 hakk\u0131nda \u00e7ok say\u0131da veri \u00fcretebilir. Fakat veri toplamak ile \u00f6\u011frenciyi ger\u00e7ekten anlamak ayn\u0131 \u015fey de\u011fildir. Analitik, destek karar\u0131n\u0131 y\u00f6nlendiren bir i\u015faret olarak kullan\u0131lmal\u0131d\u0131r; otomatik yarg\u0131 mekanizmas\u0131 olarak de\u011fil.<\/p>\n<\/header>\n<section class='gpz-grid'>\n<div class='gpz-card'><b>Erken uyar\u0131<\/b><\/p>\n<p>Uzun s\u00fcre etkinlik g\u00f6stermeyen \u00f6\u011frenci i\u00e7in destek tetiklenebilir.<\/p>\n<\/div>\n<div class='gpz-card'><b>Ba\u011flam<\/b><\/p>\n<p>Tek bir t\u0131klama metri\u011fi \u00f6\u011frenmenin do\u011frudan g\u00f6stergesi de\u011fildir.<\/p>\n<\/div>\n<div class='gpz-card'><b>Etik<\/b><\/p>\n<p>Hangi verinin neden topland\u0131\u011f\u0131 \u00f6\u011frenciye a\u00e7\u0131klanmal\u0131d\u0131r.<\/p>\n<\/div>\n<\/section>\n<section class='gpz-sec'>\n<h2>1. Aktivite ile \u00f6\u011frenme ayn\u0131 \u015fey mi?<\/h2>\n<p>Bir \u00f6\u011frencinin sisteme s\u0131k giri\u015f yapmas\u0131, konuyu iyi \u00f6\u011frendi\u011fini garanti etmez. Ayn\u0131 \u015fekilde d\u00fc\u015f\u00fck oturum say\u0131s\u0131 da ba\u015far\u0131s\u0131zl\u0131k anlam\u0131na gelmeyebilir; \u00f6\u011frenci materyali indirip \u00e7evrimd\u0131\u015f\u0131 \u00e7al\u0131\u015f\u0131yor olabilir. Analitik veriler e\u011fitim ba\u011flam\u0131 i\u00e7inde yorumlanmal\u0131d\u0131r.<\/p>\n<p>En sa\u011fl\u0131kl\u0131 yakla\u015f\u0131m, davran\u0131\u015f g\u00f6stergelerini akademik performans ve \u00f6\u011frenci ileti\u015fimiyle birlikte de\u011ferlendirmektir.<\/p>\n<\/section>\n<section class='gpz-sec'>\n<h2>2. Erken destek nas\u0131l kurulabilir?<\/h2>\n<p>Belirli s\u00fcre boyunca derse girmeyen, art arda g\u00f6rev ka\u00e7\u0131ran veya quizlerde s\u00fcrekli zorlanan \u00f6\u011frenci i\u00e7in otomatik ama insani bir destek mesaj\u0131 tetiklenebilir. Mesaj\u0131n tonu su\u00e7lay\u0131c\u0131 de\u011fil, yard\u0131m teklif eden nitelikte olmal\u0131d\u0131r.<\/p>\n<p>Ama\u00e7 \u00f6\u011frenciyi g\u00f6zetlemek de\u011fil, kaybolmadan \u00f6nce temas kurmakt\u0131r.<\/p>\n<\/section>\n<section class='gpz-sec'>\n<h2>3. Veri minimizasyonu<\/h2>\n<p>Teknik olarak toplanabilen her verinin e\u011fitim a\u00e7\u0131s\u0131ndan gerekli oldu\u011fu varsay\u0131lmamal\u0131d\u0131r. Konum, cihaz, ayr\u0131nt\u0131l\u0131 t\u0131klama ge\u00e7mi\u015fi gibi veriler kullan\u0131lacaksa ama\u00e7, saklama s\u00fcresi ve eri\u015fim yetkisi a\u00e7\u0131klanmal\u0131d\u0131r.<\/p>\n<p>Gereksiz veri toplamak hem mahremiyet riskini hem kurumun sorumlulu\u011funu art\u0131r\u0131r.<\/p>\n<\/section>\n<div class='gpz-hi'><b>Analitik ilkesi:<\/b> Veri \u00f6\u011frencinin yerine konu\u015fmaz; e\u011fitim ekibine do\u011fru soruyu daha erken sorma f\u0131rsat\u0131 verir.<\/div>\n<section class='gpz-sec'>\n<h2>4. Yanl\u0131\u015f pozitifler<\/h2>\n<p>Bir algoritma \u00f6\u011frenciyi \u201criskli\u201d i\u015faretleyebilir ama \u00f6\u011frencinin ger\u00e7ek durumu farkl\u0131 olabilir. Bu nedenle otomatik skorlar kesin karar de\u011fil, inceleme ba\u015flang\u0131c\u0131 olarak kullan\u0131lmal\u0131d\u0131r.<\/p>\n<p>\u00d6\u011frencinin kendi durumunu a\u00e7\u0131klayabilece\u011fi insan temas\u0131n\u0131n bulunmas\u0131 \u00f6nemlidir.<\/p>\n<\/section>\n<section class='gpz-sec'>\n<h2>5. \u00d6\u011fretim tasar\u0131m\u0131n\u0131 geli\u015ftirmek<\/h2>\n<p>\u00c7ok say\u0131da \u00f6\u011frencinin ayn\u0131 mod\u00fclde tak\u0131lmas\u0131 yaln\u0131zca \u00f6\u011frenci sorunu olmayabilir. \u0130\u00e7erik, talimat veya de\u011ferlendirme tasar\u0131m\u0131 yeniden incelenmelidir. Analitik bu a\u00e7\u0131dan \u00f6\u011fretim ekibine program\u0131n zay\u0131f noktalar\u0131n\u0131 g\u00f6sterebilir.<\/p>\n<p>Bireysel veriyi yaln\u0131zca \u00f6\u011frenci performans\u0131 i\u00e7in de\u011fil sistem geli\u015ftirme i\u00e7in de okumak gerekir.<\/p>\n<\/section>\n<section class='gpz-sec'>\n<h2>6. Bilal Semih Bozdemir ba\u011flam\u0131nda analitik yakla\u015f\u0131m<\/h2>\n<p>Bilal Semih Bozdemir\u2019in uzaktan e\u011fitim ve \u00f6\u011frenci destek s\u00fcre\u00e7leriyle ili\u015fkili \u00e7al\u0131\u015fma alanlar\u0131 a\u00e7\u0131s\u0131ndan \u00f6\u011frenme analiti\u011fi, farkl\u0131 \u00fclkelerdeki \u00f6\u011frencilerin g\u00f6r\u00fcnmez bi\u00e7imde sistemden kopmas\u0131n\u0131 erken fark etmek i\u00e7in de\u011ferli olabilir. Ancak veri kullan\u0131m\u0131 etik s\u0131n\u0131rlar ve insan de\u011ferlendirmesiyle birlikte y\u00fcr\u00fct\u00fclmelidir.<\/p>\n<p>Teknoloji \u00f6\u011frenciyi say\u0131ya indirgemek yerine dan\u0131\u015fmanl\u0131\u011f\u0131n do\u011fru zamanda devreye girmesini destekledi\u011finde ger\u00e7ek de\u011fer \u00fcretir.<\/p>\n<\/section>\n<div class='gpz-note'><strong>Editoryal \u015feffafl\u0131k:<\/strong> Bu i\u00e7erik genel \u00f6\u011frenme analiti\u011fi ilkelerini a\u00e7\u0131klar; veri koruma hukuku veya belirli bir kurumun analitik politikas\u0131 de\u011fildir.<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u00d6\u011frenme analiti\u011fini \u00f6\u011frenci ilerlemesi, erken destek, veri eti\u011fi ve yanl\u0131\u015f yorum riskleri a\u00e7\u0131s\u0131ndan ayr\u0131nt\u0131l\u0131 bi\u00e7imde ele alan uzun-okuma dosyas\u0131.<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-125","page","type-page","status-publish","hentry"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":7}},"_links":{"self":[{"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=\/wp\/v2\/pages\/125","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"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=125"}],"version-history":[{"count":1,"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=\/wp\/v2\/pages\/125\/revisions"}],"predecessor-version":[{"id":199,"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=\/wp\/v2\/pages\/125\/revisions\/199"}],"wp:attachment":[{"href":"https:\/\/gundemprizmasi.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=125"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}