Non-pairwise Collaborative Filtering.
Meng JianChenlin ZhangTuo WangLifang WuPublished in: Neural Process. Lett. (2023)
Keyphrases
- collaborative filtering
- pairwise
- recommender systems
- matrix factorization
- similarity measure
- higher order
- markov random field
- multi class
- data sparsity
- loss function
- deal with information overload
- maximum margin matrix factorization
- pearson correlation coefficient
- pairwise interactions
- personalized recommendation
- information filtering
- similarity function
- spectral clustering
- user preferences
- user profiles
- recommendation systems
- latent factor models
- neural network
- user ratings
- cold start problem
- pairwise comparison
- collaborative filtering algorithms
- transfer learning
- probabilistic matrix factorization
- semi supervised