An evolutionary algorithm for the discovery of rare class association rules in learning management systems.
José María LunaCristóbal RomeroJosé Raúl RomeroSebastián VenturaPublished in: Appl. Intell. (2015)
Keyphrases
- learning management systems
- evolutionary algorithm
- rare class
- association rules
- knowledge discovery
- rare classes
- data mining
- learning objects
- e learning
- online learning
- learning styles
- emerging patterns
- association rule mining
- distance learning
- learning process
- higher education
- itemsets
- active learning
- learning materials
- frequent itemsets
- data mining techniques
- genetic algorithm
- imbalanced datasets
- classification rules
- pattern discovery
- rare events
- neural network
- scorm compliant
- rule sets
- class distribution
- interesting patterns
- reinforcement learning
- learning object repositories