Data Mining Approach: Relevance Vector Machine for the Classification of Learning Style Based on Learning Objects.
Nor Liyana Mohd ShuibHaruna ChiromaRukaini AbdullahMohammad Hafiz IsmailAhmad Sofiyuddin Mohd ShuibNur Faizah Mohd PahmePublished in: UKSim (2014)
Keyphrases
- learning objects
- learning styles
- learning materials
- learning resources
- learning management systems
- relevance vector machine
- learning process
- learning experience
- e learning
- learning systems
- learning activities
- support vector machine
- authoring tool
- adaptive learning
- knowledge level
- personalized learning
- learning object repositories
- learning design
- statistically significant
- machine learning
- feature selection
- educational content
- learning processes
- learning technologies
- support vector
- support vector machine svm
- feature space
- learning content
- gaussian processes
- feature vectors
- decision trees
- bayesian learning
- model selection
- instructional materials
- metadata
- cross validation
- data mining
- learning preferences
- learning object metadata