The students are unstable! Cluster analysis of motivation and early implications for educational research and practice.
Alex DillonJonathan D. StolkPublished in: FIE (2012)
Keyphrases
- cluster analysis
- learning sciences
- theoretical perspectives
- student motivation
- categorical data
- student learning
- data clustering
- clustering algorithm
- hierarchical latent class models
- collaborative learning
- clustering method
- learning experience
- unsupervised learning
- instructional strategies
- learning styles
- k means
- learning environment
- data mining
- factor analysis
- e learning
- educational institutions
- higher education
- fuzzy clustering
- correlation analysis
- clustering analysis
- learning activities
- cluster validity
- data analysis
- learning outcomes
- teacher education
- partitional clustering
- data mining techniques
- learning process
- dimensionality reduction
- decision trees
- computer vision