Learning Analytics and Online Courses: A Bayesian Belief Network Approach to Predict Success

Author:

Nirban Virendra Singh,Shukla Tanu,Dave Daksh

Publisher

Springer Nature Singapore

Reference12 articles.

1. Kondo N, Hatanaka T (2019) Estimation of students’ learning states using bayesian networks and log data of learning management system. Int J Inst Res Manage 3(2):35–49

2. Chanaa A, Faddouli NE (2018) Deep learning for a smart e-learning system. In: 2018 4th international conference on cloud computing technologies and applications (cloudtech), pp 1–8

3. García P, Amandi A, Schiaffino S, Campo M (2005) Using Bayesian networks to detect students’ learning styles in a web-based education system. In: Proceedings of ASAI 2005, argentine symposium on artificial intelligence

4. Ueno M, Okamoto T (2007) Bayesian agent in e-learning. In: Seventh IEEE international conference on advanced learning technologies (ICALT 2007), pp 282–84

5. Kao H, Liu M, Huang C, Chang Y (2009) E-learning systems evaluation with data envelopment analysis and Bayesian networks. In: 2009 Fifth international joint conference on INC, IMS and IDC, pp 1207–1210

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