Dijital d\u00f6n\u00fc\u015f\u00fcm, e\u011fitim d\u00fcnyas\u0131nda e\u015fi benzeri g\u00f6r\u00fclmemi\u015f bir h\u0131zla ilerliyor. \u00d6zellikle pandemi s\u00fcreciyle birlikte,\u00a0Google Classroom<\/strong>,\u00a0ClassDojo<\/strong>\u00a0ve benzeri e\u011fitim teknolojileri (EdTech) art\u0131k okullarda kullan\u0131lmaya ba\u015flad\u0131. Ancak bu d\u00f6n\u00fc\u015f\u00fcm, yaln\u0131zca pedagojik de\u011fil,\u00a0etik ve hukuki bir meseleyi<\/strong>\u00a0de beraberinde getirdi:\u00a0\u00c7ocuklar\u0131n ki\u015fisel verilerinin korunmas\u0131.<\/strong><\/span><\/p>\n Avrupa Birli\u011fi\u2019nin\u00a0Genel Veri Koruma T\u00fcz\u00fc\u011f\u00fc (GDPR)<\/strong>, \u00e7ocuklar\u0131n \u00e7evrim i\u00e7i ortamda \u00f6zel koruma alt\u0131nda oldu\u011funu a\u00e7\u0131k\u00e7a belirtiyor. Ancak Birle\u015fik Krall\u0131k\u2019ta y\u00fcr\u00fct\u00fclen kapsaml\u0131 bir ara\u015ft\u0131rma \u2014\u00a0Digital Futures Commission<\/em>\u00a0taraf\u0131ndan yay\u0131mlanan ve Prof. Sonia Livingstone \u00f6nderli\u011finde haz\u0131rlanan\u00a0\u201cProblems with Data Governance in UK Schools\u201d<\/strong>\u00a0raporu g\u00f6steriyor ki, mevcut sistem bu korumay\u0131 sa\u011flamakta yetersiz kalmaktad\u0131r.<\/span><\/p>\n EdTech\u2019in G\u00f6r\u00fcnmeyen Y\u00fcz\u00fc: Verinin Ekonomik De\u011feri<\/strong><\/span><\/p>\n E\u011fitim teknolojileri, \u00e7ocuklar\u0131n \u00f6\u011frenme s\u00fcre\u00e7lerini desteklemek amac\u0131yla geli\u015ftirilse de, bu sistemlerin arka plan\u0131nda\u00a0yo\u011fun bir veri ekonomisi<\/strong> i\u015flemektedir. <\/span>Rapor, hem\u00a0Google Classroom<\/strong>\u00a0hem de\u00a0ClassDojo<\/strong> \u00f6rnekleri \u00fczerinden, bu platformlar\u0131n \u00f6\u011frencilerden toplad\u0131\u011f\u0131 verilerin say\u0131s\u0131n\u0131n, t\u00fcr\u00fcn\u00fcn ve hassasiyetinin boyutlar\u0131n\u0131 ortaya koymaktad\u0131r. <\/span>Toplanan veriler;\u00a0konum, davran\u0131\u015f, dikkat s\u00fcresi, akademik performans, duygusal tepkiler<\/strong>\u00a0gibi detaylar\u0131 i\u00e7erebilmektedir.<\/span><\/p>\n Bu kadar kapsaml\u0131 bir veri i\u015fleme faaliyeti, yaln\u0131zca e\u011fitimsel ama\u00e7larla s\u0131n\u0131rl\u0131 kalmad\u0131\u011f\u0131nda, \u00e7ocuklar\u0131n gelecekteki ya\u015famlar\u0131n\u0131 da etkileyebilecek riskler do\u011fumaktad\u0131r. <\/span>\u00c7\u00fcnk\u00fc bu veriler, zamanla bir \u201cdijital g\u00f6lge<\/strong>\u201d olu\u015fturur ve ileride bir \u00f6\u011frencinin\u00a0\u00fcniversiteye kabul\u00fc<\/strong>,\u00a0i\u015f ba\u015fvurusu<\/strong>\u00a0veya\u00a0sigorta de\u011ferlendirmesi<\/strong>\u00a0gibi alanlarda dolayl\u0131 bi\u00e7imde etkili olabilir.<\/span><\/p>\n \u015eeffafl\u0131k Sorunu: Okullar Sorumlu Ama G\u00fc\u00e7s\u00fcz<\/span><\/strong><\/p>\n Raporun en \u00e7arp\u0131c\u0131 tespitlerinden biri,\u00a0okullar\u0131n hukuken veri sorumlusu<\/strong>\u00a0kabul edilmesine ra\u011fmen, fiilen bu verilerin nas\u0131l i\u015flendi\u011fi \u00fczerinde\u00a0yeterli denetime sahip olmamalar\u0131d\u0131r<\/strong>.<\/span> T\u00fcrkiye\u2019de de\u00a0KVKK m.4<\/strong>\u00a0ve\u00a0m.10<\/strong>\u00a0uyar\u0131nca veri i\u015fleme faaliyetlerinin belirli, a\u00e7\u0131k ve me\u015fru ama\u00e7lara dayanmas\u0131; ilgili ki\u015filerin a\u00e7\u0131k \u015fekilde bilgilendirilmesi zorunludur. Bu nedenle, T\u00fcrkiye\u2019de faaliyet g\u00f6steren e\u011fitim kurumlar\u0131n\u0131n da benzer riskler kar\u015f\u0131s\u0131nda\u00a0ayd\u0131nlatma y\u00fck\u00fcml\u00fcl\u00fc\u011f\u00fcn\u00fc<\/strong>\u00a0g\u00fc\u00e7lendirmesi gerekmektedir.<\/span><\/p>\n Ticari Ama\u00e7larla Veri \u0130\u015fleme: \u00d6\u011frenmenin Bedeli<\/span><\/strong><\/p>\n Ara\u015ft\u0131rma, \u00e7ocuklar\u0131n e\u011fitim s\u0131ras\u0131nda kulland\u0131klar\u0131 dijital platformlarda\u00a0ticari veri i\u015fleme faaliyetlerinin yayg\u0131nla\u015ft\u0131\u011f\u0131n\u0131<\/strong> ortaya koymaktad\u0131r. <\/span>\u00d6rne\u011fin, Google Classroom\u2019un \u201cek hizmetleri\u201d (YouTube, Maps, Search gibi) \u00fczerinden y\u00f6nlendirilen bir \u00f6\u011frenci, fark\u0131nda olmadan\u00a0reklam profillemesine<\/strong>\u00a0maruz kalabilmektedir.<\/span><\/p>\n Benzer \u015fekilde ClassDojo, davran\u0131\u015fsal verileri analiz ederek \u201cpozitif davran\u0131\u015f puanlamas\u0131\u201d sistemiyle adeta bir\u00a0sosyal puanlama<\/strong> (social scoring) altyap\u0131s\u0131 yaratmaktad\u0131r. Bu t\u00fcr uygulamalar,\u00a0AI Act m.5\/1-c<\/strong>\u2019de yasaklanan sosyal puanlama sistemleriyle de benzerlik ta\u015f\u0131maktad\u0131r. \u00c7ocu\u011fun s\u0131n\u0131f i\u00e7i davran\u0131\u015flar\u0131n\u0131n algoritmik olarak de\u011ferlendirilmesi, hem\u00a0ayr\u0131mc\u0131l\u0131k riskini<\/strong>\u00a0hem de\u00a0etik sorunlar\u0131<\/strong>\u00a0beraberinde getirir.<\/span><\/p>\n Hukuki Uyumsuzluk: GDPR, AADC ve Sorumluluk Zinciri<\/span><\/strong><\/p>\n Raporun \u00fc\u00e7\u00fcnc\u00fc bulgusu, EdTech firmalar\u0131n\u0131n\u00a0veri koruma d\u00fczenlemeleriyle uyumsuzluklar\u0131n\u0131<\/strong>\u00a0sistematik bi\u00e7imde g\u00f6zler \u00f6n\u00fcne seriyor. Pek \u00e7ok \u015firketin gizlilik politikas\u0131 karma\u015f\u0131k, eri\u015filmesi zor ve kullan\u0131c\u0131 dostu olmaktan uzakt\u0131r.<\/span> Bu tablo, T\u00fcrkiye\u2019de de benzer bir fark\u0131ndal\u0131\u011f\u0131n geli\u015fmesi gerekti\u011fini g\u00f6stermektedir. KVKK\u2019n\u0131n \u00e7ocuklara \u00f6zg\u00fc a\u00e7\u0131k bir d\u00fczenleme i\u00e7ermemesi, bu alanda\u00a0ikincil mevzuat<\/strong>\u00a0veya\u00a0rehber dok\u00fcmanlar<\/strong>\u00a0haz\u0131rlanmas\u0131n\u0131 zorunlu k\u0131lmaktad\u0131r.<\/span><\/p>\n \u00c7\u00f6z\u00fcm \u00d6nerileri: \u00c7ocuk Odakl\u0131 Veri Y\u00f6neti\u015fimi<\/span><\/strong><\/p>\n E\u011fitimde \u00e7ocuklar\u0131n ki\u015fisel verilerinin korunmas\u0131, yaln\u0131zca teknik bir g\u00fcvenlik meselesi de\u011fil, ayn\u0131 zamanda\u00a0\u00e7ocuk haklar\u0131n\u0131n<\/strong>\u00a0\u00f6z\u00fcd\u00fcr.<\/span> \u015eeffafl\u0131k ve Hesap Verebilirlik:<\/strong>\u00a0EdTech sa\u011flay\u0131c\u0131lar\u0131, toplad\u0131klar\u0131 veri t\u00fcrlerini ve kullan\u0131m ama\u00e7lar\u0131n\u0131 sade, \u00e7ocuklara ve velilere uygun dilde a\u00e7\u0131klamal\u0131d\u0131r.<\/span><\/p>\n Veri Minimizasyonu:<\/strong>\u00a0Yaln\u0131zca e\u011fitim i\u00e7in gerekli olan veriler i\u015flenmeli; davran\u0131\u015fsal veya biyometrik verilerden ka\u00e7\u0131n\u0131lmal\u0131d\u0131r.<\/span><\/p>\n G\u00fcvenli S\u00f6zle\u015fmeler:<\/strong>\u00a0Okul-EdTech s\u00f6zle\u015fmeleri, a\u00e7\u0131k veri kontrol s\u0131n\u0131rlar\u0131 i\u00e7ermeli ve \u00e7ocuklar\u0131n \u00e7\u0131karlar\u0131n\u0131 \u00f6ncelemelidir.<\/span><\/p>\n Denetim Mekanizmalar\u0131:<\/strong>\u00a0E\u011fitim otoriteleri, t\u0131pk\u0131 sa\u011fl\u0131k verilerinde oldu\u011fu gibi, EdTech alan\u0131nda da\u00a0d\u00fczenli veri koruma denetimleri<\/strong>\u00a0yapmal\u0131d\u0131r.<\/span><\/p>\n Fark\u0131ndal\u0131k E\u011fitimi:<\/strong>\u00a0\u00d6\u011frencilere ve \u00f6\u011fretmenlere, dijital ortamda ki\u015fisel verilerin anlam\u0131 ve riskleri konusunda bilin\u00e7 kazand\u0131r\u0131lmal\u0131d\u0131r.<\/span><\/p>\n \u00c7ocuklar\u0131n Verisi, \u00c7ocuklar\u0131n Hakk\u0131d\u0131r<\/span><\/strong><\/p>\n E\u011fitimde dijitalle\u015fme, pedagojik f\u0131rsatlar kadar\u00a0veri eti\u011fi<\/strong>\u00a0sorumluluklar\u0131n\u0131 da beraberinde getirmektedir. \u00c7ocuklar\u0131n \u00f6\u011frenme s\u00fcre\u00e7leri boyunca \u00fcrettikleri her veri, onlar\u0131n gelece\u011fini \u015fekillendiren bir kimlik par\u00e7as\u0131d\u0131r.<\/span> <\/p>\n","protected":false},"excerpt":{"rendered":" E\u011fitimde \u00c7ocuklar\u0131n Ki\u015fisel Verilerinin Korunmas\u0131: E\u011fitim Teknolojilerinde G\u00f6r\u00fcnmeyen Riskler Dijital d\u00f6n\u00fc\u015f\u00fcm, e\u011fitim d\u00fcnyas\u0131nda e\u015fi benzeri g\u00f6r\u00fclmemi\u015f bir h\u0131zla ilerliyor. \u00d6zellikle pandemi s\u00fcreciyle birlikte,\u00a0Google Classroom,\u00a0ClassDojo\u00a0ve benzeri e\u011fitim teknolojileri (EdTech) art\u0131k okullarda kullan\u0131lmaya ba\u015flad\u0131. Ancak bu d\u00f6n\u00fc\u015f\u00fcm, yaln\u0131zca pedagojik de\u011fil,\u00a0etik ve hukuki bir meseleyi\u00a0de beraberinde getirdi:\u00a0\u00c7ocuklar\u0131n ki\u015fisel verilerinin korunmas\u0131. Avrupa Birli\u011fi\u2019nin\u00a0Genel Veri Koruma T\u00fcz\u00fc\u011f\u00fc (GDPR), \u00e7ocuklar\u0131n \u00e7evrim […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[22,20,23,21,9,24],"class_list":["post-218","post","type-post","status-publish","format-standard","hentry","category-makaleler","tag-cocuk-haklari","tag-cocuklarin-kisisel-verileri","tag-dijital-egitim","tag-egitim-teknolojileri","tag-kvkk","tag-ogrenci-verileri"],"acf":[],"yoast_head":"\n
EdTech \u015firketleri \u2014 \u00f6zellikle k\u00fcresel \u00f6l\u00e7ekte faaliyet g\u00f6steren teknoloji devleri \u2014 \u201cveri i\u015fleyen\u201d olarak g\u00f6r\u00fcnse de, teknik kontrol\u00fcn b\u00fcy\u00fck k\u0131sm\u0131n\u0131 elinde tutmakta ve \u201cveri denetleyicisi\u201d gibi davranmaktad\u0131r. Bu durum, GDPR\u2019nin \u00f6ng\u00f6rd\u00fc\u011f\u00fc\u00a0hesap verebilirlik (accountability)<\/strong>\u00a0ve\u00a0\u015feffafl\u0131k (transparency)<\/strong> ilkeleriyle do\u011frudan \u00e7eli\u015fmektedir. <\/span>Zira bir\u00e7ok okul, ne kadar veri topland\u0131\u011f\u0131n\u0131, bu verilerin nerede sakland\u0131\u011f\u0131n\u0131 veya hangi ama\u00e7larla \u00fc\u00e7\u00fcnc\u00fc taraflara aktar\u0131ld\u0131\u011f\u0131n\u0131 bile bilmemektedir.<\/span><\/p>\n
Ayr\u0131ca, veri i\u015fleme i\u00e7in\u00a0r\u0131za (consent)<\/strong>\u00a0al\u0131nsa bile, okul ortam\u0131ndaki g\u00fc\u00e7 dengesizli\u011fi nedeniyle bu r\u0131zan\u0131n \u201c\u00f6zg\u00fcr iradeye dayal\u0131<\/strong>\u201d oldu\u011fu tart\u0131\u015fmal\u0131d\u0131r \u2014 bu da GDPR madde 6\u2019ya ayk\u0131r\u0131l\u0131k te\u015fkil eder. Birle\u015fik Krall\u0131k\u2019ta y\u00fcr\u00fcrl\u00fckte olan\u00a0Age Appropriate Design Code (AADC)<\/strong>\u00a0\u00e7ocuklar\u0131n \u00e7evrim i\u00e7i haklar\u0131n\u0131 korumay\u0131 ama\u00e7lasa da, EdTech firmalar\u0131n\u0131n bir\u00e7o\u011fu bu d\u00fczenlemeyi\u00a0okul arac\u0131l\u0131\u011f\u0131yla sa\u011flanan hizmetler<\/strong>\u00a0i\u00e7in uygulamaktan ka\u00e7\u0131nmaktad\u0131r.<\/span><\/p>\n
Bu nedenle, hem kamu otoriteleri hem de \u00f6zel sekt\u00f6r \u015fu ilkeleri benimsemelidir:<\/span><\/p>\n
Bu nedenle, hem AB\u2019de hem T\u00fcrkiye\u2019de uygulanacak t\u00fcm yasal reformlar\u0131n merkezine \u015fu ilke yerle\u015ftirilmelidir:<\/span><\/p>\n
\u201c\u00c7ocu\u011fun \u00fcst\u00fcn yarar\u0131, ticari \u00e7\u0131karlar\u0131n \u00f6n\u00fcndedir.\u201d<\/strong><\/span><\/p>\n
\nKaynak\u00e7a<\/h3>\n
\n