Eliciting pairwise preferences in recommender systems.
Saikishore KallooriFrancesco RicciRosella GennariPublished in: RecSys (2018)
Keyphrases
- recommender systems
- pairwise
- user preferences
- personal preferences
- multi attribute
- collaborative filtering
- preference learning
- multi class
- similarity measure
- user profiles
- semi supervised
- graph matching
- loss function
- user behavior
- pairwise comparisons
- matrix factorization
- pairwise interactions
- making recommendations
- user profiling
- recommendation systems
- markov random field
- trust aware
- information overload
- high order
- personalized recommendation
- point sets
- pairwise comparison
- cold start problem
- qualitative preferences
- user similarity
- soft constraints
- goal oriented
- preference relations
- user modeling
- decision making
- cold start
- information filtering
- personalized services
- user context
- spectral clustering
- user model
- belief propagation