An overview on the exploitation of time in collaborative filtering.
João VinagreAlípio Mário JorgeJoão GamaPublished in: WIREs Data Mining Knowl. Discov. (2015)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- data sparsity
- maximum margin matrix factorization
- data sets
- probabilistic matrix factorization
- recommendation quality
- recommendation systems
- user preferences
- association rules
- artificial intelligence
- transfer learning
- active learning
- cold start
- collaborative filtering algorithms
- web page recommendation
- machine learning