Learning style detection in E-learning systems using machine learning techniques

作者：

Highlights：

• Learning style helps to personalize learning experiences.

• Attributes identified to deduce the learning style of learners.

• Machine learning models trained and validated for accurate results.

• Interesting patterns involving learning styles observed and discussed.

摘要

•Learning style helps to personalize learning experiences.•Attributes identified to deduce the learning style of learners.•Machine learning models trained and validated for accurate results.•Interesting patterns involving learning styles observed and discussed.

论文关键词：Machine learning,Classification,Learning style,E-learning

论文评审过程：Received 3 September 2020, Revised 3 December 2020, Accepted 21 February 2021, Available online 25 February 2021, Version of Record 8 March 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.114774