Addressing the cold user problem for model-based recommender systems.
Tomas GeurtsFlavius FrasincarPublished in: WI (2017)
Keyphrases
- recommender systems
- collaborative filtering
- user preferences
- user profiles
- information overload
- user model
- cold start problem
- user modeling
- user profiling
- information filtering
- user feedback
- recommendation quality
- matrix factorization
- user context
- cold start
- end users
- user interface
- recommendation systems
- recommendation algorithms
- user requirements
- database
- personalized recommendation
- user ratings
- data sparsity
- user experience
- data driven
- active user
- relevance feedback
- item based collaborative filtering