Decision-Making in Recommender Systems: The Role of User's Goals and Bounded Resources.
Paolo CremonesiAntonio DonatacciFranca GarzottoRoberto TurrinPublished in: Decisions@RecSys (2012)
Keyphrases
- recommender systems
- decision making
- collaborative filtering
- user preferences
- user profiles
- user model
- information overload
- matrix factorization
- user modeling
- end users
- cold start problem
- fuzzy logic
- user interface
- user modelling
- recommendation systems
- recommendation quality
- personal preferences
- active user
- trust aware
- historical information
- implicit feedback
- limited resources
- user feedback
- resource allocation
- user interests
- user profiling
- user interaction
- decision support system
- user requirements
- recommendation algorithms
- data sparsity
- user defined
- relevance feedback
- information retrieval