INTELLIGENT MONITORING OF HIGHER EDUCATION QUALITY, INTEGRATION OF SURVEY DATA AND MATHEMATICAL (FUZZY) MODELING

Bazarbayeva, Aygul Kuanishbaevna, Базарбаева, Айгул Куанишбаевна, Базарбаева, Айгул Куанишбаевна

Ilim ha’m ja’miyet · 2026-yil

Annotatsiya

This article examines a comprehensive approach to assessing the quality of higher education. An analysis was conducted based on graduate surveys, artificial intelligence assessment criteria, and informatics teaching tools. The results revealed that graduates are partially prepared for independent work; the main quality factors are teacher competence, material resources, and practical experience. Fuzzy modeling allows for accurate evaluation of imprecise indicators, while computer modeling enables analysis and optimization. The proposed approach serves to intellectualize quality monitoring and enhance graduate preparation. For future prospects, it is recommended to develop hybrid systems that combine fuzzy logic and machine learning.

Maqola ma’lumotlari
MualliflarBazarbayeva, Aygul Kuanishbaevna, Базарбаева, Айгул Куанишбаевна, Базарбаева, Айгул Куанишбаевна
JurnalIlim ha’m ja’miyet
Nashr sanasi2026-05-16
Son3-3
Betlar10-12
TilO‘zbek

Kalit so‘zlar

олий таълим сифати, анкета, ноаниқ моделлаштириш, сунъий интеллект, компьютер моделлаштириш, касбий компетенция, качество высшего образования, анкета, нечеткое моделирование, искусственный интеллект, компьютерное моделирование, профессиональная компетенция, quality of higher education, questionnaire, fuzzy modeling, artificial intelligence, computer modeling, professional competence

Ilmiy soha

Ilim ha’m ja’miyet jurnalidan boshqa maqolalar

Ilim ha’m ja’miyet — barcha maqolalar