Design of a Personalized Massive Open Online Course Platform

Authors

  • Junfu Xi Information and Engineering Department, Xingtai Polytechnic College
  • Yehua Chen Information and Engineering Department, Xingtai Polytechnic College
  • Gang Wang Information and Engineering Department, Xingtai Polytechnic College

DOI:

https://doi.org/10.3991/ijet.v13i04.8470

Keywords:

massive open online course (MOOC), big data, personalized adaptive learning, learning analytics

Abstract


Focusing on the massive open online course (MOOC) platform, the purpose of this study is to realize personalized adaptive learning according to the needs and abilities of each learner. To this end, the author created a personalized adaptive learning behaviour analysis model, and designed a personalized MOOC platform based on the model. Through the analysis of learning behaviours on the MOOC platform, the model digs deep into the pattern of learning behaviours, and lays the basis for personalized intervention in the learning process. The comparison ex-periments show that our prediction method is more accurate than the other predic-tion algorithms. This research sheds new light on the design of learner-specific MOOC platform.

Author Biographies

Junfu Xi, Information and Engineering Department, Xingtai Polytechnic College

Junfu Xi received the M.S. degree in computer application technology from Yanshan University，Qinhuangdao, China, in 2010. Since 2010, he has been on the faculty of Xingtai Polytechnic College. His research interests include intelligent algo-rithm optimize, computer education.

Yehua Chen, Information and Engineering Department, Xingtai Polytechnic College

Yehua Chen received B.S. degree in computer application technology from Taiyu-an University of Technology, Taiyuan, China, in 2002, the M.S. degree computer application technology from Hebei University of Science and Technology, Shijia-zhuang, China, in 2013. Since 2002, she has been on the faculty of Xingtai Polytech-nic College. Her research interests include electronic commerce, computer education.

Gang Wang, Information and Engineering Department, Xingtai Polytechnic College

Gang Wang received the B.S. degree in physics from North University of China, Taiyuan, China, in 2007, the M.S degree in computer application technology from China University of Mining and Technology, Beijing, China, in 2015. Since 2015, he has been on the faculty of Xingtai Polytechnic College. His research interests include internet of mobile, technique of information fusion, algorithms and software systems.

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Published

2018-03-30

How to Cite

Xi, J., Chen, Y., & Wang, G. (2018). Design of a Personalized Massive Open Online Course Platform. International Journal of Emerging Technologies in Learning (iJET), 13(04), pp. 58–70. https://doi.org/10.3991/ijet.v13i04.8470

Issue

Vol. 13 No. 04 (2018)

Section

Papers