SUN'IY INTELEKTGA ASOSLANGAN AQILLI TA'LIM TIZIMLARINI LOYIHALASH VA PEDAGOGIK SAMARADORLIKNI TAHLIL QILISH

Authors

  • Raxmatullayev Kamol Ne'matulla o'g'li Author
  • Rashidova Ozoda Bayramali qizi Author

Keywords:

Kalit so'zlar: sun'iy intellekt, aqlli ta'lim tizimi, adaptiv o'qitish, pedagogik samaradorlik, mashinali o'rganish

Abstract

Annotatsiya:    Ushbu  maqola  sun'iy  intellekt  (SI)  asosidagi  aqlli  ta'lim 
tizimlarining  (ATT)  nazariy  asoslarini,  loyihalash  tamoyillarini  va  pedagogik 
samaradorligini tahlil etadi. SI-ta'lim integratsiyasining imkoniyatlari, cheklovlari va 
istiqbollari  o’rganilib  umumiy  tahliliy  xulosalar  berildi,  ammo  pedagogik 
samaradorligi  ko'p  jihatdan  tizim  arxitekturasi,  o'qituvchi  kompetensiyasi  va 
institutsional  kontekstga  bog'liq  ekanli  izlanishimiz  davomida  ustuvor  jihatligicha 
qoldi. 

References

Foydalanilgan Adabiyotlar:

1. Anderson, J. R., Corbett, A. T., Koedinger, K. R., & Pelletier, R. (1995). Cognitive

tutors: Lessons learned. *Journal of the Learning Sciences, 4*(2), 167–207.

https://doi.org/10.1207/s15327809jls0402_2

2. Baker, R., & Hawn, A. (2022). Algorithmic bias in education. *International

Journal of Artificial Intelligence in Education, 32*(4), 1052–1092.

https://doi.org/10.1007/s40593-021-00285-9

3. Bloom, B. S. (1984). The 2 sigma problem: The search for methods of group

instruction as effective as one-to-one tutoring. *Educational Researcher, 13*(6), 4–

16. https://doi.org/10.3102/0013189X013006004

4. Brown, J. S., Burton, R. R., & Bell, A. G. (1975). SOPHIE: A sophisticated

instructional environment for teaching electronic troubleshooting. *BBN Report

No. 2790*. Bolt Beranek and Newman Inc.

5. Carbonell, J. R. (1970). AI in CAI: An artificial-intelligence approach to computer-

assisted instruction. *IEEE Transactions on Man-Machine Systems, 11*(4), 190–

202. https://doi.org/10.1109/TMMS.1970.299942

6. Chen, X., Zou, D., Xie, H., Cheng, G., & Liu, C. (2020). Two decades of artificial

intelligence in education. *Educational Technology & Society, 25*(1), 28–47.

7. Corbett, A. T., & Anderson, J. R. (1995). Knowledge tracing: Modeling the

acquisition of procedural knowledge. *User Modeling and User-Adapted

Interaction, 4*(4), 253–278. https://doi.org/10.1007/BF01099821

8. Csikszentmihalyi, M. (1990). *Flow: The psychology of optimal experience*.

Harper & Row.

9. Graham, C. R. (2006). Blended learning systems: Definition, current trends, and

future directions. In C. J. Bonk & C. R. Graham (Eds.), *The handbook of blended

learning: Global perspectives, local designs* (pp. 3–21). Pfeiffer Publishing.

10. Graesser, A. C., VanLehn, K., Rosé, C. P., Jordan, P. W., & Harter, D. (2001).

Intelligent tutoring systems with conversational dialogue. *AI Magazine, 22*(4),

39–51. https://doi.org/10.1609/aimag.v22i4.1591

11. Hattie, J., & Timperley, H. (2007). The power of feedback. *Review of Educational

Research, 77*(1), 81–112. https://doi.org/10.3102/003465430298487

12. Hiz, D., & Tanaka, J. W. (2020). Emotion recognition in educational artificial

intelligence systems: Current limitations and future pathways. *Computers &

Education: Artificial Intelligence, 1*, 100003.

https://doi.org/10.1016/j.caeai.2020.100003

13. Holmes, W., Porayska-Pomsta, K., Holstein, K., Sutherland, E., Baker, T., Shum,

S. B., Santos, O. C., Rodrigo, M. T., Cukurova, M., Bittencourt, I. I., & Koedinger,

K. R. (2022). Ethics of AI in education: Towards a community-wide agenda.

*International Journal of Artificial Intelligence in Education, 32*(3), 504–526.

https://doi.org/10.1007/s40593-021-00239-1

Published

2026-04-11

How to Cite

Raxmatullayev Kamol Ne'matulla o'g'li, & Rashidova Ozoda Bayramali qizi. (2026). SUN’IY INTELEKTGA ASOSLANGAN AQILLI TA’LIM TIZIMLARINI LOYIHALASH VA PEDAGOGIK SAMARADORLIKNI TAHLIL QILISH . Ta’lim Innovatsiyasi Va Integratsiyasi, 67(1), 210-214. https://journalss.org/index.php/tal/article/view/24649