Knowledge-aware Neural Collective Matrix Factorization for Cross-domain Recommendation.
Li ZhangYan GeJun MaJianmo NiHaiping LuPublished in: CoRR (2022)
Keyphrases
- matrix factorization
- cross domain
- collaborative filtering
- knowledge transfer
- recommender systems
- transfer learning
- data sparsity
- item recommendation
- multiple domains
- latent factor models
- knowledge sharing
- low rank
- factor analysis
- missing data
- knowledge management
- recommendation systems
- negative matrix factorization
- factorization methods
- implicit feedback
- neural network
- nonnegative matrix factorization
- sentiment classification
- user preferences
- face recognition
- pairwise
- e learning
- prior knowledge
- text categorization
- visual features