Mining relations between personality traits and learning styles
作者：
Highlights：
• This study verifies the behavior patterns of learning with different personality traits.
• The problem-solving strategies of different personality traits are identified.
• The behaviors when encountering difficult problems and trying to achieve higher scores are also considered for complete analysis.
• Overcome the bias of previous research that only used scores to predict the final effectiveness of learning.
• The results indicated that the personality traits can be used to develop adaptive learning models for assisting learner's effectiveness of learning.
摘要
•This study verifies the behavior patterns of learning with different personality traits.•The problem-solving strategies of different personality traits are identified.•The behaviors when encountering difficult problems and trying to achieve higher scores are also considered for complete analysis.•Overcome the bias of previous research that only used scores to predict the final effectiveness of learning.•The results indicated that the personality traits can be used to develop adaptive learning models for assisting learner's effectiveness of learning.
论文关键词：Association rule,Learning effectiveness,Learning style,Personality traits
论文评审过程：Received 29 November 2021, Revised 22 June 2022, Accepted 22 July 2022, Available online 27 July 2022, Version of Record 27 July 2022.
论文官网地址：https://doi.org/10.1016/j.ipm.2022.103045
