The Artificial Intelligence (Ai) Innovation in Academic Education Management: A Perspective From Educational Leadership
Main Article Content
บทคัดย่อ
This article explores the transformative potential of Artificial Intelligence (AI) in academic education management, emphasizing its role from the perspective of educational leadership. As institutions face increasing demands for efficiency and personalized learning, AI emerges as a pivotal solution, aiding in decision-making, streamlining administrative processes, and personalizing educational experiences. The integration of AI, however, necessitates strong leadership, strategic planning, and a keen awareness of challenges such as data privacy, technological infrastructure, and ethical implications. The paper discusses the categorization of AI technologies, their applications in enhancing decision-making and operational efficiency, and the necessity for educational leaders to foster a culture of innovation and develop AI literacy among staff and students. The future of AI in education management hinges on effectively balancing technology advancements with ethical considerations, ultimately aiming to create a more inclusive and effective educational environment.
Article Details
References
Baker, R. S. (2019). Educational Data Mining: An Overview of Methods, Techniques, and Applications. Springer.
Bhutoria, A. (2022). Personalized education and artificial intelligence in United States,
China, and India: A systematic review using a Human-In0The-loop model. Computers and Education: Artificial Intelligence, 3, 1000068.
Bulut et al., (2024). The Rise ofArtificial Intelligence in Educational Measurement: Opportunities and EthicalChallenges. The National Council of Measurement in Education (NCME).https://doi.org/10.48550/arxiv.2406.18900
Chernov, A., & Chernov, V. (2019). Artifical Intelligence in management: challenges and opportunities. In Hammes, K., Machrafi, M., & Samodol, A. (Eds.) The proceeding of the 38th international scientific conference on economic and social development (pp. 133-140). Varazdin Development and Entrepreneurship Agency.
Cope, B., & Kalantzis, M. (2020). Artificial Intelligence in Education: Promises and Implications. Cambridge University Press.
Ge, Z., & Hu, Y. (2020). Innovative Application of Artificial Intelligence (AI) in the Management of Higher Education and Teaching. Journal of Physics: Conference Series, 1533 (3), 032089
Johnson, A. (2021). "The Role of AI in Modern Educational Leadership." Journal of Educational Leadership, 18 (3), 245-258.
Kamalov, F., & Gurrib, I. (2023). New Era of Artificial Intelligence in Education: Towards a Sustainable Multifaceted Revolution. Sustainability.
Kamalov, F., Calonge, D S., & Gurrib, I. (2023). New Era of Artificial Intelligence in Education: Towards a Sustainable Multifaceted Revolution.Sustainability, 15 (16), 12451-12451.
Ma, X., & Jiang, C. (2023). On the Ethical Risks of Artificial Intelligence Applications in Education and Its Avoidance Strategies, 5th International Symposium on Social Science and Management Innovation, 14, 354-359.
Nguyen, A., Ngo, H N., Hong, Y., Dang, B., & Nguyen, B T. (2022). Ethical principles for artificial intelligence in education. Educational and Information Technologies, 28 (4), 4221-4241.
Ojha, S., Narendra, A., Mohapatra, S., & Misra, I. (2023). From Robots to Books: An Introduction to Smart Applications of AI in Education (AIEd). Cornell University.
Santana, M., & Diaz-Fernandez, M. (2023). Competencies for the artificial intelligence age: Visualisation of the state of the art and future perspectives. Review of Managerial Science, 17 (6), 1971-2004.
Shaik, T., Tao, X., Li, Y., Dann, C., McDonald, J., Redmond, P., & Galligan, L. (2022). A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis. Institute of Electrical and Electronics Engineers, 10, 56720-56739. https://doi.org/10.1109/access.2022.3177752
Smith, T., & Brown, L. (2022). "AI and Decision-Making in Education: A Systematic Review." International Journal of Educational Technology, 29 (4), 326-341.
Suputra, I., Astuti, M., Sayuti, M., & Kusumastuti, D. (2023). Integration of artificial intelligence in education: Opportunities, challenges, threats and obstacles. IndonesianJournal of Computer Scieince, 12 (4), 1590-1600.
Van Quaquebeke, N., & Gerpott, F.H. (2023). The now, new, and next of digital leadership: How Artificial Intelligence (AI) will take over and change leadership as we know it. Journal of Leadership & Organizational Studies, 30 (3), 165-275.
Xu, L. (2020). The Dilemma and Countermeasures of AI in Educational Application. CSAI2020: 2020 4th International Conference on Computer Science and Artificial Intelligance, 289-294. https://doi.org/10.1145/3445815.3445863