ARCHITECTURE OF INTELLIGENT EDUCATIONAL MANAGEMENT SYSTEMS IN HIGHER EDUCATION

Authors

  • Adib Djabbarov Researcher of the Tashkent University of Information Technologies named after Muhammad al-Khwarizmi

DOI:

https://doi.org/10.5281/zenodo.19563128

Keywords:

artificial intelligence, educational management systems, system architecture, machine learning, higher education, data analytics.

Abstract

This paper explores the architectural design of intelligent educational management systems (IEMS) in higher education institutions. The study focuses on the integration of artificial intelligence, data-driven management, and scalable system architectures. A multi-layered architectural framework is proposed, incorporating data acquisition, storage, processing, and decision-support components. The paper also discusses algorithmic foundations and practical implications for improving efficiency and adaptability in university management.

References

Viberg O., Hatakka M., Bälter O., Mavroudi A. The current landscape of learning analytics in higher education // Computers in Human Behavior. – 2018. – No.89. – P.98-110. https://doi.org/10.1016/j.chb.2018.07.027.

Kovanović V., Joksimović S., Gašević D., Hatala M., Siemens G. Learning analytics to reveal learning strategies in MOOCs. Computers & Education. – 2021. – No.146. https://doi.org/10.1016/j.compedu.2019.103771.

Siemens G. Learning analytics: The emergence of a discipline. American Behavioral Scientist. – 2013. – No.57(10). – P.1380–1400. https://doi.org/10.1177/0002764213498851.

Ifenthaler D., Yau J.Y.K. Utilising learning analytics for study success: Reflections on empirical findings // Educational Technology Research and Development. – 2020. – No.68. – P.1-20. https://doi.org/10.1007/s11423-020-09775-0.

Zawacki-Richter O., Marín V.I., Bond M., Gouverneur F. Systematic review of research on artificial intelligence applications in higher education // International Journal of Educational Technology in Higher Education. – 2019. – No.16(39). https://doi.org/10.1186/s41239-019-0171-0.

Downloads

Published

2026-04-13

How to Cite

Djabbarov, A. (2026). ARCHITECTURE OF INTELLIGENT EDUCATIONAL MANAGEMENT SYSTEMS IN HIGHER EDUCATION. Development of Pedagogical Technologies in Modern Sciences, 5(4), 81-85. https://doi.org/10.5281/zenodo.19563128