Machine learning approaches to predict learning outcomes in Massive open online courses.
Raghad Al-ShabandarAbir HussainAndy LawsRobert KeightJanet LunnNaeem RadiPublished in: IJCNN (2017)
Keyphrases
- learning outcomes
- machine learning approaches
- learning experience
- learning processes
- collaborative learning
- massive open online courses
- learning environment
- machine learning methods
- machine learning
- open ended
- learning styles
- university students
- machine learning algorithms
- pedagogical agents
- individual differences
- student learning styles
- data mining methods
- learning content
- procedural knowledge
- meaningful learning
- active learning
- multimedia
- online learning
- data mining techniques
- learning goals
- learning gains
- computer science courses