Discovering Learners' Characteristics Through Cluster Analysis for Recommendation of Courses in E-Learning Environment.
Bhupesh RawatSanjay K. DwivediPublished in: Int. J. Inf. Commun. Technol. Educ. (2019)
Keyphrases
- e learning
- cluster analysis
- categorical data
- learning environment
- learning experience
- higher education
- learning objects
- learning resources
- clustering method
- k means
- factor analysis
- learning process
- distance education
- virtual classroom
- learning materials
- clustering algorithm
- learning management systems
- data mining
- learning activities
- data analysis
- educational environment
- correlation analysis
- online learning
- learning content
- hierarchical latent class models
- learning objectives
- data mining techniques
- feature extraction
- reusable learning objects
- collaborative filtering
- fuzzy clustering
- recommender systems
- distance learning
- pattern recognition
- blended learning
- learning community
- image segmentation
- learning styles
- student teachers
- cluster validity