Published June 4, 2026
| Version v1
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MASOFAVIY TA'LIMDA AQILLI ANALITIK TIZIMLAR: TEXNOLOGIK VA METODOLOGIK YECHIMLAR
Authors/Creators
- 1. Osiyo xalqaro universiteti 1-kurs magistranti
Description
Mazkur maqolada masofaviy ta’lim tizimlarida qo‘llanilayotgan aqlli analitik tizimlarning arxitekturasi, asosiy komponentlari va talaba faoliyatini monitoring qilishda foydalaniladigan zamonaviy texnologiyalar tahlil qilingan. Tadqiqot davomida ta’lim analitikasi, ma’lumotlarni qazib olish, sun’iy intellekt va mashinaviy o‘rganish texnologiyalarining o‘quv jarayonini boshqarishdagi ahamiyati o‘rganildi. Shuningdek, talabalarning akademik faoliyatini prognozlash, risk guruhlarini aniqlash hamda ta’lim jarayonini individuallashtirish imkoniyatlari ilmiy asosda yoritildi. Tadqiqot natijalari aqlli analitik tizimlarning masofaviy ta’lim samaradorligini oshirishdagi muhim o‘rnini ko‘rsatadi.
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99-102.pdf
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Additional details
References
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- 2.Gašević D., Dawson S., Siemens G. Let's Not Forget: Learning Analytics Are About Learning // TechTrends. – 2015. – Vol. 59, No. 1. – P. 64–71.
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- 5.Daniel B. Big Data and Learning Analytics in Higher Education: Current Theory and Practice. – Cham: Springer, 2015. – 285 p.