Using Data to Understand How to Better Design Adaptive Learning

Author:

Liu MinORCID,Kang Jina,Zou Wenting,Lee Hyeyeon,Pan Zilong,Corliss Stephanie

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,Human-Computer Interaction,Education,Mathematics (miscellaneous)

Reference44 articles.

1. Abdous, M. H., He, W., & Yen, C. J. (2012). Using data mining for predicting relationships between online question theme and final grade. Educational Technology & Society, 15(3), 77–88.

2. Arroyo, I., Woolf, B. (2005) Inferring learning and attitudes from a Bayesian Network of log file data. In Proceedings of the 12th international conference on artificial intelligence in education, pp. 33–40.

3. Baghaei, N., Mitrovic, A., & Irwin, W. (2007). Supporting collaborative learning and problem-solving in a constraint-based CSCL environment for UML class diagrams. International Journal of Computer-Supported Collaborative Learning, 2(2), 159–190. doi: 10.1007/s11412-007-9018-0 .

4. Bienkowski, M., Feng, M., & Means, B. (2012). Enhancing teaching and learning through educational data mining and learning analytics: An issue brief (pp. 1–57). Office of Educational Technology: US Department of Education.

5. Brown, J. (2015). Personalizing post-secondary education: an overview of adaptive learning solutions for higher education. Ithaka S + R. doi: 10.18665/sr.221030 .

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