Recommender systems based on collaborative filtering and resource allocation.
Amin JavariJoobin GharibshahMahdi JaliliPublished in: Soc. Netw. Anal. Min. (2014)
Keyphrases
- resource allocation
- recommender systems
- collaborative filtering
- matrix factorization
- resource management
- resource allocation problems
- user preferences
- data sparsity
- optimal resource allocation
- recommendation systems
- information overload
- cold start problem
- item based collaborative filtering
- recommendation algorithms
- personalized recommendation
- combinatorial auctions
- transfer learning
- cold start
- product recommendation
- scarce resources
- collaborative filtering algorithms
- recommendation quality
- resource allocation and scheduling
- user interests
- user profiles
- probabilistic matrix factorization
- resource consumption
- allocation strategies
- distributed resource allocation
- resource requirements
- allocate resources
- dynamic resource allocation
- user ratings
- resource allocation decisions
- user item rating
- collaborative filtering recommender systems
- grid resource
- resource availability
- latent factor models