Property-based collaborative filtering: A new paradigm for semantics-based, health-aware recommender systems.
Martín López NoresYolanda Blanco-FernándezJosé Juan Pazos-AriasRebeca P. Díaz RedondoPublished in: SMAP (2010)
Keyphrases
- recommender systems
- collaborative filtering
- matrix factorization
- user preferences
- cold start problem
- health care
- trust aware
- recommendation systems
- user profiles
- data sparsity
- collaborative filtering recommender systems
- user profiling
- information overload
- item based collaborative filtering
- information filtering
- user interests
- cold start
- collaborative filtering algorithms
- user modeling
- netflix prize
- transfer learning
- recommendation quality
- implicit feedback
- personalized recommendation
- recommendation algorithms
- user model
- electronic health records
- online dating
- neighbor selection
- item recommendation
- probabilistic matrix factorization
- product recommendation
- web personalization
- content based filtering
- personal preferences
- latent factor models
- rating prediction
- bayesian networks