Enhanced Collaborative Filtering to Recommender Systems of Technology Enhanced Learning.
Majda MaâtallahHassina SeridiPublished in: ICWIT (2012)
Keyphrases
- technology enhanced learning
- recommender systems
- collaborative filtering
- learning processes
- social network analysis
- learning analytics
- learning resources
- matrix factorization
- technology enhanced
- information filtering
- researchers and practitioners
- user preferences
- educational activities
- data sparsity
- information overload
- cold start problem
- e learning
- personalized recommendation
- cold start
- user profiles
- recommendation quality
- recommendation systems
- user ratings
- product recommendation
- learning environment
- item based collaborative filtering
- user modeling
- collaborative filtering recommender systems
- collaborative filtering algorithms
- online dating
- hybrid recommendation
- artificial intelligence
- neural network
- information systems
- social media
- context aware
- recommendation algorithms
- learning objects
- probabilistic matrix factorization
- multimedia
- netflix prize
- grand challenges
- rating prediction
- latent factor models
- virtual environment
- learning systems
- learning experience
- learning outcomes
- user interests
- computer supported collaborative learning