Quaternion Collaborative Filtering for Recommendation.
Shuai ZhangLina YaoLucas Vinh TranAston ZhangYi TayPublished in: CoRR (2019)
Keyphrases
- collaborative filtering
- recommender systems
- recommendation systems
- data sparsity
- matrix factorization
- personalized recommendation
- user preferences
- online dating
- product recommendation
- fourier transform
- cold start
- web page recommendation
- recommendation algorithms
- latent factor models
- cold start problem
- user profiles
- collaborative filtering recommendation
- user ratings
- information filtering
- collaborative filtering algorithms
- hybrid recommendation
- making recommendations
- transfer learning
- content based filtering
- information retrieval
- user specific
- pearson correlation coefficient
- item recommendation
- demographic information
- neural network
- item based collaborative filtering
- implicit feedback
- web search
- multiresolution
- color texture segmentation
- deal with information overload