Hybrid Deep-Semantic Matrix Factorization for Tag-Aware Personalized Recommendation.
Zhenghua XuCheng ChenThomas LukasiewiczYishu MiaoPublished in: CoRR (2017)
Keyphrases
- matrix factorization
- personalized recommendation
- collaborative filtering
- recommender systems
- cold start problem
- implicit feedback
- social bookmarking
- low rank
- data sparsity
- user preferences
- nonnegative matrix factorization
- user interests
- factorization methods
- item recommendation
- recommendation systems
- negative matrix factorization
- domain independent
- user profiles
- machine learning
- user feedback
- learning to rank
- information overload
- recommendation algorithms
- web users
- missing data
- latent factors
- website