Mining Mathematics Learning Strategies of High and Low Performing Students using Log Data.
Jiayu LiRwitajit MajumdarHiroaki OgataPublished in: ICALT (2021)
Keyphrases
- learning strategies
- log data
- college students
- computer literacy
- log analysis
- data mining techniques
- blended learning
- project based learning
- virtual learning environments
- log mining
- instructional materials
- computer assisted instruction
- critical thinking
- online learning
- mental models
- grade students
- participants included
- academic achievement
- instructional strategies
- cognitive apprenticeship
- computer based instruction
- log files
- computer programming
- social cognitive theory
- learning process
- higher education
- distance learning
- distance education
- student learning
- undergraduate students
- learning environment
- active learning
- data mining
- professional development
- learning experience
- learning activities
- collaborative learning
- data summarization
- high school
- e learning
- web mining
- learning styles
- problem based learning
- elementary school
- student knowledge
- association rules
- cooperative learning
- data sets
- learning outcomes
- user behavior
- student achievement