Incremental Collaborative Filtering for Binary Ratings.
Catarina MirandaAlípio Mário JorgePublished in: Web Intelligence (2008)
Keyphrases
- collaborative filtering
- rating matrix
- matrix factorization
- recommender systems
- collaborative filtering algorithms
- user ratings
- incremental learning
- recommendation systems
- user profiles
- data driven
- user preferences
- personalized recommendation
- netflix prize
- data sparsity
- incremental clustering
- cold start
- data sets
- demographic information
- implicit feedback
- item based collaborative filtering
- machine learning
- pearson correlation coefficient
- making recommendations
- probabilistic matrix factorization
- incremental version
- latent factor models
- website
- product recommendation
- cold start problem
- binary data
- non binary
- bayesian networks
- transfer learning