Validation of Clustering Techniques for Student Grouping in Intelligent E-learning Systems.
Danuta ZakrzewskaPublished in: Int. J. Organ. Collect. Intell. (2012)
Keyphrases
- learning process
- clustering algorithm
- clustering method
- learning systems
- k means
- student learning
- self organizing maps
- learning environment
- hierarchical clustering algorithm
- intelligent systems
- learning objects
- e learning
- cluster validation
- hierarchical clustering
- data clustering
- cluster analysis
- categorical data
- unsupervised learning
- data sets
- learning resources
- tutoring system
- graph partitioning
- science education
- computer programming
- perceptual organization
- online course
- learning management systems
- document clustering
- distance learning
- distance metric
- outlier detection
- anomaly detection
- collaborative learning
- neural network