An Improvement of Matrix-based Clustering Method for Grouping Learners in E-Learning.
Kun ZhangLi-zhen CuiHaiyang WangQi SuiPublished in: CSCWD (2007)
Keyphrases
- clustering method
- e learning
- learning experience
- similarity matrix
- learning environment
- learning materials
- learning resources
- learning activities
- learning process
- learning content
- clustering algorithm
- learning objects
- hierarchical clustering algorithm
- higher education
- hierarchical clustering
- spectral clustering
- learning management systems
- affinity propagation
- lifelong learning
- fuzzy c means
- subspace clustering
- document clustering
- relational clustering
- proximity matrix
- similarity measure
- online learning
- cluster analysis
- learning systems
- k means
- clustering analysis
- life long learning
- life long
- distance learning
- spatial clustering
- clustering framework
- fuzzy c means clustering
- dissimilarity measure
- unsupervised clustering
- fuzzy clustering
- constrained clustering
- data mining
- graph partitioning
- educational experiences