Enhancing Collaborative Filtering of Learning Resources with Semantically-Enhanced Social Tags.
Simon Boung-Yew LauChien-Sing LeePublished in: ICALT (2012)
Keyphrases
- learning resources
- semantically enhanced
- social tags
- collaborative filtering
- recommender systems
- personalized recommendation
- metadata
- learning experience
- learning systems
- learning objects
- e learning
- learning styles
- social bookmarking
- user preferences
- web resources
- technology enhanced learning
- recommendation systems
- document representation
- databases
- information overload
- user interests
- user profiles
- recommendation algorithms
- educational resources
- user feedback
- social tagging
- learning environment
- multimedia
- web users
- machine learning
- learning process
- learning algorithm