Supervised classification on navigational behaviours in web-based learning systems to identify learning styles.
Nabila BousbiaJean-Marc LabatAmar BallaIssam RebaïPublished in: Int. J. Learn. Technol. (2011)
Keyphrases
- learning styles
- supervised classification
- web based learning systems
- learning resources
- statistically significant
- supervised learning
- learning systems
- learning management systems
- learning materials
- student learning styles
- unsupervised clustering
- learning experience
- learning outcomes
- learning process
- unsupervised learning
- supervised classifiers
- online course
- learning preferences
- intelligent tutoring systems
- student model
- teaching strategies
- image segmentation
- database
- working memory capacity
- data sets
- multiple intelligences
- machine learning
- teaching methods
- bayesian networks
- mobile devices
- learning activities