Adaptive Material Design Supporting Personalized Education: Challenges and Opportunities
DOI:
https://doi.org/10.62734/jtech.v1i2.419Keywords:
personalized education; adaptive materials; learning design; artificial intelligence; learning analyticsAbstract
Personalized education is an approach that tailors methods, pace, and learning content to the individual needs of students. Adaptive materials, as an essential component of personalized education, are designed to respond to the changing needs, interests, and abilities of students by dynamically adjusting learning content. This article aims to explore the concept of adaptive material design, discuss the challenges in its implementation, and identify emerging opportunities to support personalized education. Key challenges include the complexity of technology development, limited adaptability of content to the curriculum, and the digital infrastructure gap. On the other hand, advances in artificial intelligence (AI), machine learning, and data analytics present significant opportunities to enhance the effectiveness and accessibility of personalized education.
References
REFERENCES
Brusilovsky, P., & Millán, E. (2007). User models for adaptive hypermedia and adaptive educational systems. In P. Brusilovsky, A. Kobsa, & W. Nejdl (Eds.), The adaptive web: Methods and strategies of web personalization (pp. 3-53). Springer.
Shute, V. J., & Towle, B. (2003). Adaptive e-learning. Educational Psychologist, 38(2), 105-114.
Johnson, L., Adams Becker, S., Estrada, V., & Freeman, A. (2014). NMC Horizon Report: 2014 Higher Education Edition. The New Media Consortium.
Drachsler, H., & Greller, W. (2016). Privacy and analytics: It’s a DELICATE issue. A checklist approach for trusted learning analytics. Proceedings of the Sixth International Conference on Learning Analytics & Knowledge.
Martin, F., & Chen, Y. (2020). Personalized learning: A synthesis of the literature. Educational Technology Research and Development, 68(4), 1655-1677.
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