Slope One Predictors for Online Rating-Based Collaborative Filtering
Daniel LemireAnna MaclachlanPublished in: CoRR (2007)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- user ratings
- user preferences
- online learning
- recommendation systems
- personalized recommendation
- data sparsity
- recommendation quality
- collaborative filtering algorithms
- netflix prize
- information filtering
- rating prediction
- user item rating
- real time
- recommendation algorithms
- online reviews
- neighbor selection
- online communities
- probabilistic matrix factorization
- collaborative filtering recommender systems
- collaborative filtering recommendation algorithm
- website