A Recommender System for Learning Goals.
Nicola CapuanoRoberto IannoneMatteo GaetaSergio MirandaPierluigi RitrovatoSaverio SalernoPublished in: WSKS (2011)
Keyphrases
- learning goals
- recommender systems
- learning processes
- learning outcomes
- collaborative filtering
- learning process
- learning styles
- learning resources
- design goals
- learning activities
- knowledge level
- cognitive load
- user preferences
- matrix factorization
- user profiles
- learning contexts
- implicit feedback
- information overload
- information filtering
- user feedback
- user model
- cold start problem
- product recommendation
- student centered
- learning environment
- database
- movie recommendation
- data sparsity
- collaborative learning
- reinforcement learning
- multimedia