Intelligent Student Performance Clustering and Personalized Teaching Suggestions Based on K-Means.
Zhuo ZhangXiangpeng ZengHuiqi BaoBo LiPublished in: DSAI (2024)
Keyphrases
- k means
- clustering algorithm
- clustering method
- data clustering
- e learning
- cluster analysis
- hierarchical clustering
- spectral clustering
- cluster centers
- self organizing maps
- unsupervised clustering
- intelligent systems
- learning process
- rough k means
- fuzzy k means
- affinity propagation
- expectation maximization
- fuzzy c means
- initial cluster centers
- clustering result
- text clustering
- computer programming
- clustering quality
- hierarchical agglomerative clustering
- adaptive learning
- document clustering
- online learning
- user centered
- clustering analysis
- life long
- fuzzy clustering
- variable weighting
- higher education
- fuzzy clustering algorithm
- agglomerative hierarchical clustering
- partitional clustering
- kohonen self organizing maps
- constrained clustering
- cluster ensemble
- cooperative learning
- learning analytics
- distance learning
- user profiles
- context aware