Semantic Collaborative Filtering for Learning Objects Recommendation.
Lamia BerkaniOmar NoualiPublished in: KDIR/KMIS (2013)
Keyphrases
- learning objects
- collaborative filtering
- semantic metadata
- recommender systems
- recommendation systems
- learning management systems
- learning materials
- authoring tool
- metadata
- learning object metadata
- learning resources
- personalized recommendation
- user preferences
- learning activities
- learning process
- data sparsity
- e learning
- educational resources
- learning processes
- learning object repositories
- adaptive learning
- product recommendation
- latent factor models
- metadata standards
- recommendation algorithms
- semantic information
- semantic search
- user profiles
- user ratings
- metadata schemas
- semantic web
- repositories of learning objects
- ieee lom
- learning path
- reusable learning objects
- learning design
- educational content
- semantic relationships
- learning content
- semantic web technologies
- database
- user feedback
- semantic similarity
- domain ontology
- digital libraries
- web page recommendation
- machine learning