Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Conference object
Data sources: ZENODO
addClaim

TA'LIM PLATFORMALARIDA BILIMLAR BAZASI ASOSIDA INDIVIDUAL O'QUV TRAYEKTORIYALARINI SHAKLLANTIRISHNING ADAPTIV MODELLARI VA ALGORITMLARI HAQIDA

Authors: Kuvandikov, Jo'ra Tursunbayevich; Qodirov, Zoxidjon Tohir o'g'li;

TA'LIM PLATFORMALARIDA BILIMLAR BAZASI ASOSIDA INDIVIDUAL O'QUV TRAYEKTORIYALARINI SHAKLLANTIRISHNING ADAPTIV MODELLARI VA ALGORITMLARI HAQIDA

Abstract

Zamonaviy axborot-ta’lim tizimlarida o‘quvchilar o‘rtasidagi bilim darajasi, o‘zlashtirish tezligi va kognitiv xususiyatlar o‘rtasidagi farqlanish tobora kuchayib bormoqda. Shunga qaramasdan, bugungi kunda keng tarqalgan ta’lim platformalarining aksariyati barcha foydalanuvchilar uchun bir xil ketma-ketlikda qurilgan o‘quv dasturlarini taqdim etadi. Ushbu tezisda bilimlar bazasiga integratsiya qilingan holda talabaning individual o‘quv trayektoriyasini real vaqt rejimida shakllantiruvchi adaptiv model taklif etiladi. Modelning asosini Bilimlarni Bayes modeli asosida monitoring qilish (BKT) va Qarorlar daraxti (Decision Tree) algoritmlarining uyg‘unlashuvi tashkil etadi. Shuningdek, talabaning joriy bilim holati, test natijalari va platforma doirasidagi harakatlarini dinamik tahlil qilib, uzluksiz o‘quv jarayonini ta’minlovchi “AI Tutor” modulining mantiqiy arxitekturasi bayon etiladi.

Powered by OpenAIRE graph
Found an issue? Give us feedback