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.
| Mualliflar | Bazarbayeva, Aygul Kuanishbaevna, Базарбаева, Айгул Куанишбаевна, Базарбаева, Айгул Куанишбаевна |
|---|---|
| Jurnal | Ilim ha’m ja’miyet |
| Nashriyot | Нукус давлат педагогика институти |
| ISSN | 2010-720x, 2181-1555 |
| Nashr sanasi | 2026-05-16 |
| Son | 3-3 |
| Betlar | 10-12 |
| Til | Ingliz |
| Indeksga qo‘shilgan | 2026-08-26 |
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
| APA | Bazarbayeva, Aygul Kuanishbaevna, Базарбаева, Айгул Куанишбаевна, & Базарбаева, Айгул Куанишбаевна (2026). INTELLIGENT MONITORING OF HIGHER EDUCATION QUALITY, INTEGRATION OF SURVEY DATA AND MATHEMATICAL (FUZZY) MODELING. Ilim ha’m ja’miyet, (3-3), 10-12. https://journal.ndpi.uz/index/article/view/2026-3-3-003 |
|---|---|
| GOST (OAK) | Bazarbayeva, Aygul Kuanishbaevna, Базарбаева, Айгул Куанишбаевна, Базарбаева, Айгул Куанишбаевна INTELLIGENT MONITORING OF HIGHER EDUCATION QUALITY, INTEGRATION OF SURVEY DATA AND MATHEMATICAL (FUZZY) MODELING // Ilim ha’m ja’miyet. – 2026. – № 3-3. – P. 10-12. |
| MLA | Bazarbayeva, Aygul Kuanishbaevna, Базарбаева, Айгул Куанишбаевна, and Базарбаева, Айгул Куанишбаевна. “INTELLIGENT MONITORING OF HIGHER EDUCATION QUALITY, INTEGRATION OF SURVEY DATA AND MATHEMATICAL (FUZZY) MODELING.” Ilim ha’m ja’miyet, (3-3), 10-12, 2026. https://journal.ndpi.uz/index/article/view/2026-3-3-003 |
| Chicago | Bazarbayeva, Aygul Kuanishbaevna, Базарбаева, Айгул Куанишбаевна, and Базарбаева, Айгул Куанишбаевна. “INTELLIGENT MONITORING OF HIGHER EDUCATION QUALITY, INTEGRATION OF SURVEY DATA AND MATHEMATICAL (FUZZY) MODELING.” Ilim ha’m ja’miyet, (3-3), 10-12 (2026). https://journal.ndpi.uz/index/article/view/2026-3-3-003 |
| Harvard | Bazarbayeva, Aygul Kuanishbaevna, Базарбаева, Айгул Куанишбаевна, and Базарбаева, Айгул Куанишбаевна (2026) ‘INTELLIGENT MONITORING OF HIGHER EDUCATION QUALITY, INTEGRATION OF SURVEY DATA AND MATHEMATICAL (FUZZY) MODELING’, Ilim ha’m ja’miyet, (3-3), 10-12. https://journal.ndpi.uz/index/article/view/2026-3-3-003 |
| BibTeX | @article{bazarbayevaaygulkuanishbaevna2026,
title = {INTELLIGENT MONITORING OF HIGHER EDUCATION QUALITY, INTEGRATION OF SURVEY DATA AND MATHEMATICAL (FUZZY) MODELING},
author = {Bazarbayeva, Aygul Kuanishbaevna and Базарбаева, Айгул Куанишбаевна and Базарбаева, Айгул Куанишбаевна},
journal = {Ilim ha’m ja’miyet},
year = {2026},
number = {3-3},
pages = {10-12},
url = {https://journal.ndpi.uz/index/article/view/2026-3-3-003}
} |
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