Predicting student achievement in learning management systems by log data analysis.
Thomas LercheEwald KielPublished in: Comput. Hum. Behav. (2018)
Keyphrases
- learning management systems
- student achievement
- learning styles
- data analysis
- statistically significant
- learning materials
- computer assisted instruction
- learning process
- online learning
- learning systems
- learning experience
- teaching strategies
- learning design
- e learning
- learning outcomes
- student learning
- attitudes toward
- learning objects
- learning technologies
- instructional strategies
- data processing
- data collection
- distance learning
- higher education
- machine learning
- control group
- student model
- learning content
- online course
- blended learning
- learning scenarios
- computer technology
- high school
- cooperative learning
- learning algorithm
- learning resources
- mobile devices
- multimedia
- multiple regression
- data mining