Development of an algorithm for managing the adaptive learning process based on artificial intelligence

Sultonboyev , Azizbek, Султонбоев , Азизбек, Sultonboyev , Azizbek

Тамаддун нури · 2026-yil

Annotatsiya

This paper provides an in-depth investigation into the development of an adaptive educational process management algorithm based on artificial intelligence technologies. Given the diversity in students' initial knowledge levels, cognitive assimilation rates, and learning engagement, the need for personalized education is increasingly growing. The study proposes a multi-stage management algorithm based on the collection, processing, and analysis of multidimensional student parameters, including test results, practical assignments, independent study, attendance, LMS platform activity, and task completion efficiency. Through the integration of machine learning models, the student's knowledge level is dynamically classified, and tailored learning resources are generated. The algorithm operates on the principle of a continuous feedback loop.

Maqola ma’lumotlari
MualliflarSultonboyev , Azizbek, Султонбоев , Азизбек, Sultonboyev , Azizbek
JurnalТамаддун нури
NashriyotБеруний тумани ҳокимлиги
Nashr sanasi2026-08-31
Jild8
Son83
Betlar207-211
TilIngliz
Ilmiy sohaPedagogika
DOI10.69691/1qz09c76
Indeksga qo‘shilgan2026-09-06

DOI: 10.69691/1qz09c76 · Maqolaning asl sahifasi

Kalit so‘zlar

artificial intelligence, adaptive learning, machine learning, learning analytics, EDM, individual learning trajectory, Random Forest, feedback mechanism., искусственный интеллект, адаптивное обучение, машинное обучение, образовательная аналитика, EDM, индивидуальная траектория обучения, Random Forest, механизм обратной связи., sun’iy intellekt, adaptiv ta’lim, mashinaviy o‘qitish, ta’lim analitikasi, EDM, individual ta’lim trayektoriyasi, Random Forest, teskari aloqa mexanizmi.

Ilmiy soha

Pedagogika

Iqtibos keltirish

APASultonboyev , Azizbek, Султонбоев , Азизбек, & Sultonboyev , Azizbek (2026). DEVELOPMENT OF AN ALGORITHM FOR MANAGING THE ADAPTIVE LEARNING PROCESS BASED ON ARTIFICIAL INTELLIGENCE. Тамаддун нури, 8(83), 207-211. https://doi.org/10.69691/1qz09c76
GOST (OAK)Sultonboyev , Azizbek, Султонбоев , Азизбек, Sultonboyev , Azizbek DEVELOPMENT OF AN ALGORITHM FOR MANAGING THE ADAPTIVE LEARNING PROCESS BASED ON ARTIFICIAL INTELLIGENCE // Тамаддун нури. – 2026. – T. 8, № 83. – P. 207-211. – DOI: 10.69691/1qz09c76.
MLASultonboyev , Azizbek, Султонбоев , Азизбек, and Sultonboyev , Azizbek. “DEVELOPMENT OF AN ALGORITHM FOR MANAGING THE ADAPTIVE LEARNING PROCESS BASED ON ARTIFICIAL INTELLIGENCE.” Тамаддун нури, 8(83), 207-211, 2026. https://doi.org/10.69691/1qz09c76
ChicagoSultonboyev , Azizbek, Султонбоев , Азизбек, and Sultonboyev , Azizbek. “DEVELOPMENT OF AN ALGORITHM FOR MANAGING THE ADAPTIVE LEARNING PROCESS BASED ON ARTIFICIAL INTELLIGENCE.” Тамаддун нури, 8(83), 207-211 (2026). https://doi.org/10.69691/1qz09c76
HarvardSultonboyev , Azizbek, Султонбоев , Азизбек, and Sultonboyev , Azizbek (2026) ‘DEVELOPMENT OF AN ALGORITHM FOR MANAGING THE ADAPTIVE LEARNING PROCESS BASED ON ARTIFICIAL INTELLIGENCE’, Тамаддун нури, 8(83), 207-211. https://doi.org/10.69691/1qz09c76
BibTeX
@article{sultonboyevazizbek2026,
  title = {DEVELOPMENT OF AN ALGORITHM FOR MANAGING THE ADAPTIVE LEARNING PROCESS BASED ON ARTIFICIAL INTELLIGENCE},
  author = {Sultonboyev , Azizbek and Султонбоев , Азизбек and Sultonboyev , Azizbek},
  journal = {Тамаддун нури},
  year = {2026},
  volume = {8},
  number = {83},
  pages = {207-211},
  doi = {10.69691/1qz09c76},
  url = {https://doi.org/10.69691/1qz09c76}
}

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