A Novel Hybrid Collaborative Filtering Approach to Recommendation Using Reviews: The Product Attribute Perspective (S).
Min CaoSijing ZhouHonghao GaoYouhuizi LiPublished in: SEKE (2018)
Keyphrases
- collaborative filtering
- product recommendation
- recommender systems
- product reviews
- recommendation systems
- data sparsity
- matrix factorization
- personalized recommendation
- customer reviews
- user preferences
- online dating
- attribute values
- consumer reviews
- product features
- online product reviews
- cold start
- user profiles
- recommendation algorithms
- hybrid recommendation
- content based filtering
- life cycle
- long tail
- latent factor models
- viewpoint
- user ratings
- cold start problem
- transfer learning
- deal with information overload
- web page recommendation
- collaborative filtering recommendation
- item based collaborative filtering
- sentiment analysis
- making recommendations
- item recommendation
- information filtering
- recommendation quality
- pearson correlation coefficient
- rating prediction
- sentiment classification
- relevance feedback
- opinion mining