Hybrid recommendation approach for learning material based on sequential pattern of the accessed material and the learner's preference tree.
Mojtaba SalehiIsa Nakhai KamalabadiPublished in: Knowl. Based Syst. (2013)
Keyphrases
- learning materials
- sequential patterns
- sequential pattern mining
- prefix tree
- virtual learning environments
- educational material
- learning systems
- tree structure
- multi dimensional
- learning objects
- learning content
- learning styles
- mining sequential patterns
- e learning
- frequent patterns
- learning resources
- hybrid recommendation
- mining algorithm
- pattern discovery
- pattern mining
- frequent sequential patterns
- recurring patterns
- learning path
- collaborative filtering
- mining frequent patterns
- instructional materials
- mining frequent
- feature selection
- sequential pattern mining algorithm
- pattern growth
- sequence mining
- index structure
- learning management systems
- frequent sequences
- pedagogical agents
- website
- sequence databases
- frequent itemset mining
- recommender systems
- frequent pattern mining
- user interaction
- learning process
- metadata
- databases
- prediction accuracy