Research of improved recommendation algorithm based on collaborative filtering and content prediction.
Wei JiangLiping YangPublished in: ICCSE (2016)
Keyphrases
- collaborative filtering
- recommendation algorithms
- recommender systems
- recommendation systems
- user preferences
- matrix factorization
- user based collaborative filtering
- personalized recommendation
- collaborative filtering recommendation
- prediction accuracy
- recommendation quality
- item based collaborative filtering
- user interests
- product recommendation
- data sparsity
- cold start
- user generated content
- filtering algorithm
- web content
- collaborative filtering algorithms
- social recommendation
- transfer learning
- image processing
- learning to rank
- user profiles
- information retrieval systems
- active learning
- hybrid recommendation