SUN'IY INTELLEKT VA MASHINALI O'RGANISHNING TA'LIM TIZIMIDAGI ROLI

Authors

  • Abdushukurov Daler Muzaffar o'g'li Termiz iqtisodiyot va servis unuversiteti Author

Keywords:

sun'iy intellekt, mashinali o'rganish, ta'lim tizimi, raqamli transformatsiya, individual ta'lim, adaptiv o'rganish, ta'lim texnologiyalari, elektron ta'lim, personalizatsiya, intellektual tutoring tizimlari

Abstract

Ushbu maqolada sun'iy intellekt va mashinali o'rganish texnologiyalarining zamonaviy ta'lim tizimidagi o'rni va ahamiyati tahlil qilindi. Tadqiqotda AI texnologiyalarining ta'lim jarayonlarini individuallashtirish, o'qituvchilarning ish samaradorligini oshirish va talabalarning o'rganish natijalarini yaxshilashdagi imkoniyatlari ko'rib chiqildi. Shuningdek, sun'iy intellektning ta'lim sohasidagi qo'llanilishi bilan bog'liq afzallik va qiyinchiliklar tahlil qilindi. Maqolada zamonaviy AI vositalari va mashinali o'rganish algoritmlarining ta'lim tizimini transformatsiya qilish imkoniyatlari baholanildi.

References

1.Ahmad, S. F., Alam, M. M., Rahmat, M. K., Mubarik, M. S., & Hyder, S. I. (2022). Academic and administrative role of artificial intelligence in education. Sustainability, 14(3), 1101-1125.

2.Baker, R. S., & Hawn, A. (2022). Algorithmic bias in education. International Journal of Artificial Intelligence in Education, 32(4), 1052-1092.

3.Chen, X., Zou, D., Cheng, G., & Xie, H. (2022). Detecting latent topics and trends in educational technologies over four decades using structural topic modeling. Computers & Education, 175, 104-119.

4.Crompton, H., & Burke, D. (2023). The use of artificial intelligence in education: A systematic review. Educational Technology Research and Development, 71(4), 1841-1865.

5.Duan, Y., Edwards, J. S., & Dwivedi, Y. K. (2023). Artificial intelligence for decision making in the era of Big Data. Information Systems Frontiers, 25(2), 981-1001.

6.Essel, H. B., Vlachopoulos, D., Tachie-Menson, A., Johnson, E. E., & Baah, P. K. (2022). The impact of a virtual teaching assistant (chatbot) on students' learning in Ghanaian higher education. International Journal of Educational Technology in Higher Education, 19(1), 1-19.

7.Hwang, G. J., Xie, H., Wah, B. W., & Gašević, D. (2020). Vision, challenges, roles and research issues of artificial intelligence in education. Computers and Education: Artificial Intelligence, 1, 100001.

8.Khosravi, H., Shum, S. B., Chen, G., Conati, C., Tsai, Y. S., Kay, J., ... & Gasevic, D. (2022). Explainable artificial intelligence in education. Computers & Education, 153, 103-117.

9.Kuhail, M. A., Alturki, N., Alramlawi, S., & Alhejori, K. (2023). Interacting with educational chatbots: A systematic review. Education and Information Technologies, 28(1), 973-1018.

10Luan, H., Geczy, P., Lai, H., Gobert, J., Yang, S. J., Ogata, H., ... & Tsai, C. C. (2020). Challenges and future directions of big data and artificial intelligence in education. Frontiers in Psychology, 11, 580820.

11.Mustak, M., Salminen, J., Plé, L., & Wirtz, J. (2021). Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda. Journal of Business Research, 124, 389-404.

12.Okonkwo, C. W., & Ade-Ibijola, A. (2021). Chatbots applications in education: A systematic review. Computers and Education: Artificial Intelligence, 2, 100033.

13.Pellas, N., Fotaris, P., Kazanidis, I., & Wells, D. (2019). Augmenting the learning experience in primary and secondary school education: A systematic review of recent trends in augmented reality game-based learning. Virtual Reality, 23(4), 329-346.

14.Popenici, S. A., & Kerr, S. (2017). Exploring the impact of artificial intelligence on teaching and learning in higher education. Research and Practice in Technology Enhanced Learning, 12(1), 1-13.

15.Qureshi, B., Koukab, A., & Tran, H. (2023). Machine learning applications in higher education: A comprehensive review. IEEE Access, 11, 23985-24010.

16.Renz, A., Krishnaraja, S., & Gronau, E. (2020). Demystifying AI: What digital transformation leaders can teach you about realistic artificial intelligence. California Management Review, 62(4), 110-128.

17.Shen, J., & Eder, L. B. (2009). Intentions to use virtual worlds for education. Journal of Information Systems Education, 20(2), 225-233.

18.Tlili, A., Shehata, B., Adarkwah, M. A., Bozkurt, A., Hickey, D. T., Huang, R., & Agyemang, B. (2023). What if the devil is my guardian angel: ChatGPT as a case study of using chatbots in education. Smart Learning Environments, 10(1), 1-24.

19.Wollny, S., Schneider, J., Di Mitri, D., Weidlich, J., Rittberger, M., & Drachsler, H. (2021). Are we there yet? A systematic literature review on chatbots in education. Frontiers in Artificial Intelligence, 4, 654924.

20.Zhang, K., & Aslan, A. B. (2021). AI technologies for education: Recent research & future directions. Computers and Education: Artificial Intelligence, 2, 100025.

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Published

2025-08-14