Using Clustering Technique for Students' Grouping in Intelligent E-Learning Systems.
Danuta ZakrzewskaPublished in: USAB (2008)
Keyphrases
- e learning
- learning process
- clustering algorithm
- learning environment
- learning experience
- student learning
- higher education
- clustering method
- intelligent tutoring systems
- cluster analysis
- self organizing maps
- learning activities
- agglomerative clustering
- computer programming
- unsupervised learning
- learning systems
- undergraduate students
- programming course
- university students
- tutoring system
- web based learning systems
- homogeneous groups
- k means
- data points
- learning objects
- intelligent systems
- learning styles
- higher education institutions
- helping students
- learning scenarios
- learning outcomes
- students learning
- hierarchical clustering algorithm
- educational environment
- collaborative learning
- normalized cut
- secondary school
- educational institutions
- effective learning
- university level
- learning path
- subject matter
- learning materials
- learning strategies
- science education
- graph partitioning
- hong kong
- mobile learning
- online course
- distance education
- hierarchical clustering
- spectral clustering
- data clustering
- document clustering
- distance learning