MULTIMODAL LEARNING ANALYTICS ASOSIDA WEB- LOYIHALASH KOMPETENTLIGINI RIVOJLANTIRISHNING STRUKTURAVIY MODELI

Mualliflar

  • OYBEK KAYUMOV Mirzo Ulugʻbek nomidagi Oʻzbekiston Milliy universiteti Jizzax filiali Muallif

Kalit so‘zlar:

adaptiv ta’lim platformasi, o‘quv jarayonini modellashtirish, o‘quv jarayonini optimallashtirish, learning analytics, data-driven pedagogy, individual o‘quv trayektoriyasi, raqamli pedagogika, ta’lim samaradorligi.

Abstrak

Mazkur maqolada adaptiv raqamli platformalarda o‘quv jarayonini modellashtirish va optimallashtirish usullari data-driven pedagogy hamda learning analytics yondashuvlari asosida tadqiq etilgan. Unda diagnostika, analitika va adaptatsiya bosqichlarini qamrab olgan o‘quv jarayonining strukturaviy modeli hamda individual o‘quv trayektoriyalarini shakllantirish mexanizmlari yoritilgan. Pedagogik eksperiment natijalari taklif etilgan modelning talabalar faolligi va bilimni o‘zlashtirish samaradorligini oshirishdagi yuqori natijadorligini tasdiqlaydi.

##plugins.themes.default.displayStats.downloads##

##plugins.themes.default.displayStats.noStats##

Havolalar

1. Brusilovsky, P. (2024). Adaptive educational systems: Recent advances and future directions.

International Journal of Artificial Intelligence in Education, 34(1), 15–38. https://doi.org/10.1007/s40593-023-

00312-4

2. Holmes, W. (2024). Artificial intelligence in education: Promise and implications. Computers and

Education: Artificial Intelligence, 5, 100132. https://doi.org/10.1016/j.caeai.2024.100132

3. Ifenthaler, D., & Yau, J. Y. K. (2023). Utilizing learning analytics for enhancing student learning.

Educational Technology & Society, 26(1), 1–15.

4. Viberg, O., Hatakka, M., Bälter, O., & Mavroudi, A. (2022). The current landscape of learning analytics

in higher education. Computers in Human Behavior, 127, 107125. https://doi.org/10.1016/j.chb.2021.107125

5. Khalil, M., & Ebner, M. (2022). Learning analytics: Principles and constraints. Computers in Human

Behavior Reports, 5, 100144.

6. Gašević, D., Dawson, S., & Siemens, G. (2020). Learning analytics are about learning. TechTrends,

64(6), 743–750.

7. Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2020). Artificial intelligence in higher

education: A systematic review. International Journal of Educational Technology in Higher Education, 17(1),

39.

8. Shahnoza Khaydaraliyevna Pozilova, Myxaббaт Tuxtasinovna Mиpcaлиeвa, Oybek Achlovich

Kayumov, Development of Professional Creativity of Professional Teachers in Professional Courses on The

Basis of E-Pedagogy Principle Pages 66 - 71 dl.acm.org/doi/proceedings/10.1145/

9. Kayumova Nazokat Rashitovna Development of A Methodological Model and Technological Solutions

for The Software Architecture of An Inclusive and Flexible Learning Platform, International Journal of

Pedagogics, 2025/4/17, 116-121

10. Kayumova Nazokat Rashitovna Developing A Functional Model for Effective Education Based on

Adaptive Content, Personalization, Inclusive Interface, And Feedback Mechanisms, European International

Journal of Pedagogics, 2025/4/17, 62-67

11. Kayumov Oybek Achilovich, Kayumova Nazokat Rashitovna Development of a sign language

recognition model for uzbek words using deep learning methods, International Multidisciplinary Journal for

Research & Development 2024/6/6

12. Kayumov Oybek Achilovich, Kayumova Nazokat Rashitovna Uzbek sign language classifier based on

machine learning, European International Journal of Multidisciplinary Research and Management Studies,

2024/5/31, 269-280

13. Kayumov Oybek Achilovich Methodological basis of modeling the process of creating interactive

intellectual electronic resources, Mental enlightenment scientific methodological journal, 2022/6/29, 176-187

Yuklab olishlar

Nashr qilingan

2026-05-25

Qanday havola qilish kerak

MULTIMODAL LEARNING ANALYTICS ASOSIDA WEB- LOYIHALASH KOMPETENTLIGINI RIVOJLANTIRISHNING STRUKTURAVIY MODELI. (2026). Kasb-Hunar Ta’limi, 9(2), 349-356. https://www.kasbhunartalimi.uz/index.php/kht/article/view/74