Spectral Clustering in Educational Data Mining.
Shubhendu TrivediZachary A. PardosGábor N. SárközyNeil T. HeffernanPublished in: EDM (2011)
Keyphrases
- spectral clustering
- educational data mining
- learning analytics
- student modeling
- data clustering
- pairwise
- k means
- clustering method
- image segmentation
- clustering algorithm
- similarity matrix
- evolutionary clustering
- affinity matrix
- eigendecomposition
- alternative clusterings
- visual analytics
- graph laplacian
- normalized cut
- spectral methods
- databases
- educational games
- intelligent tutoring systems
- constrained spectral clustering