Early In-trouble Student Identification Based on Temporal Educational Data Clustering.
Phung NguyenChau VoPublished in: ICIT (2019)
Keyphrases
- data clustering
- unsupervised learning
- educational environment
- deterministic annealing
- clustering algorithm
- learning environment
- k means
- spectral clustering
- exploratory data analysis
- competitive learning
- cluster analysis
- web based teaching
- computer skills
- teaching methods
- science education
- intelligent tutoring systems
- unsupervised feature selection
- learning styles
- student learning
- clustering ensemble
- e learning
- feature selection
- text classification
- educational games
- data sources
- learning process
- association rules
- feature space
- objective function
- neural network