THE USE OF ARTIFICIAL INTELLIGENCE FOR THE DEVELOPMENT OF INNOVATION MANAGEMENT IN AN EDUCATIONAL INSTITUTION
Received: 2026-05-30
Published: 2026-09-16
Abstract
The article explores the theoretical, methodological, and practical aspects of integrating artificial intelligence (AI) technologies into the innovative management system of an educational institution. The evolution of management approaches is analyzed, tracing the transition from basic automation to data-driven intelligent management. The paper examines key areas of AI application within administrative processes, marketing, human capital management, and the design of individualized learning pathways. Furthermore, a methodology for assessing the economic efficiency of implementing AI-driven solutions is proposed, prominent international experience is reviewed, and the primary infrastructural, human resource, and ethical barriers to AI transformation in the educational environment are systematized
List of references
-
Волов В. Т. Инновационный менеджмент в образовании: концепции и модели // Высшее образование в России. 2023
-
Горбунова Н. В. Цифровая трансформация управления образовательными организациями // Университетское управление: практика и анализ. 2024
-
Кузнецов И. А., Петров С. С. Искусственный интеллект в академической среде: предиктивная аналитика и управление контингентом // Вопросы образования. 2024 https://vo.hse.ru/?utm_source
-
ЮНЕСКО. Рекомендация об этических аспектах искусственного интеллекта. – Париж: ЮНЕСКО, 2021 https://unesdoc.unesco.org/ark:/48223/pf0000381137?utm_source
-
Baker R. S. Artificial Intelligence in Education: Current Trends and Future Prospects // Journal of Educational Computing Research. 2023 https://journals.sagepub.com/home/jec?utm_source
-
Luckin R. Machine Learning and the Future of Education Management // Trends in Biotechnology & Education. 2024
-
Williamson B. Data-driven Education Management: Algorithmic governance in universities // Learning, Media and Technology. 2023 https://www.tandfonline.com/toc/cjem20/current?utm_source
-
Frederick W. Taylor & the Principles of Scientific Management https://www.business.com/articles/management-theory-of-frederick-taylor/
About the Authors
License

This work is licensed under a Creative Commons Attribution 4.0 International License.