Development of a mathematical model and algorithm for evaluating research activity indicators based on artificial intelligence

Abdullayev, Elmurod Zaylobidinovich, Абдуллаев, Элмурод Зайлобидинович, Abdullayev, Elmurod Zaylobidinovich

Ilim ha’m ja’miyet · 2026-yil

Annotatsiya

This article addresses the development of a mathematical model and algorithm for evaluating research activity indicators based on artificial intelligence technologies. During the study, a system of parameters characterizing research activities was established, and their interrelationships were analyzed using mathematical modeling methods. The proposed model includes the stages of data collection, preprocessing, feature extraction, and classification. The use of machine learning algorithms enables the automated evaluation of research activity indicators and improves the objectivity of decision-making processes. Experimental results demonstrate the high accuracy and reliability of the developed model. The proposed approach can be effectively applied in intelligent information systems, expert systems, and decision support systems.

Maqola ma’lumotlari
MualliflarAbdullayev, Elmurod Zaylobidinovich, Абдуллаев, Элмурод Зайлобидинович, Abdullayev, Elmurod Zaylobidinovich
JurnalIlim ha’m ja’miyet
NashriyotНукус давлат педагогика институти
ISSN2010-720x, 2181-1555
Nashr sanasi2026-06-30
Son4-1
Betlar7-11
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

sun’iy intellekt, matematik model, algoritm, mashinali o‘qitish, ma’lumotlarni qayta ishlash, intellektual tizim, klassifikatsiya, ma’lumotlar tahlili, baholash modeli, informatikaning nazariy asoslari, искусственный интеллект, математическая модель, алгоритм, машинное обучение, обработка данных, интеллектуальная система, классификация, анализ данных, модель оценки, теоретические основы информатики, artificial intelligence, mathematical model, algorithm, machine learning, data processing, intelligent system, classification, data analysis, evaluation model, theoretical foundations of informatics

Ilmiy soha

Texnika

Iqtibos keltirish

APAAbdullayev, Elmurod Zaylobidinovich, Абдуллаев, Элмурод Зайлобидинович, & Abdullayev, Elmurod Zaylobidinovich (2026). DEVELOPMENT OF A MATHEMATICAL MODEL AND ALGORITHM FOR EVALUATING RESEARCH ACTIVITY INDICATORS BASED ON ARTIFICIAL INTELLIGENCE. Ilim ha’m ja’miyet, (4-1), 7-11. https://journal.ndpi.uz/index/article/view/2026-4-1-002
GOST (OAK)Abdullayev, Elmurod Zaylobidinovich, Абдуллаев, Элмурод Зайлобидинович, Abdullayev, Elmurod Zaylobidinovich DEVELOPMENT OF A MATHEMATICAL MODEL AND ALGORITHM FOR EVALUATING RESEARCH ACTIVITY INDICATORS BASED ON ARTIFICIAL INTELLIGENCE // Ilim ha’m ja’miyet. – 2026. – № 4-1. – P. 7-11.
MLAAbdullayev, Elmurod Zaylobidinovich, Абдуллаев, Элмурод Зайлобидинович, and Abdullayev, Elmurod Zaylobidinovich. “DEVELOPMENT OF A MATHEMATICAL MODEL AND ALGORITHM FOR EVALUATING RESEARCH ACTIVITY INDICATORS BASED ON ARTIFICIAL INTELLIGENCE.” Ilim ha’m ja’miyet, (4-1), 7-11, 2026. https://journal.ndpi.uz/index/article/view/2026-4-1-002
ChicagoAbdullayev, Elmurod Zaylobidinovich, Абдуллаев, Элмурод Зайлобидинович, and Abdullayev, Elmurod Zaylobidinovich. “DEVELOPMENT OF A MATHEMATICAL MODEL AND ALGORITHM FOR EVALUATING RESEARCH ACTIVITY INDICATORS BASED ON ARTIFICIAL INTELLIGENCE.” Ilim ha’m ja’miyet, (4-1), 7-11 (2026). https://journal.ndpi.uz/index/article/view/2026-4-1-002
HarvardAbdullayev, Elmurod Zaylobidinovich, Абдуллаев, Элмурод Зайлобидинович, and Abdullayev, Elmurod Zaylobidinovich (2026) ‘DEVELOPMENT OF A MATHEMATICAL MODEL AND ALGORITHM FOR EVALUATING RESEARCH ACTIVITY INDICATORS BASED ON ARTIFICIAL INTELLIGENCE’, Ilim ha’m ja’miyet, (4-1), 7-11. https://journal.ndpi.uz/index/article/view/2026-4-1-002
BibTeX
@article{abdullayevelmurodzaylobidinovich2026,
  title = {DEVELOPMENT OF A MATHEMATICAL MODEL AND ALGORITHM FOR EVALUATING RESEARCH ACTIVITY INDICATORS BASED ON ARTIFICIAL INTELLIGENCE},
  author = {Abdullayev, Elmurod Zaylobidinovich and Абдуллаев, Элмурод Зайлобидинович and Abdullayev, Elmurod Zaylobidinovich},
  journal = {Ilim ha’m ja’miyet},
  year = {2026},
  number = {4-1},
  pages = {7-11},
  url = {https://journal.ndpi.uz/index/article/view/2026-4-1-002}
}

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