A hybrid online-product recommendation system: Combining implicit rating-based collaborative filtering and sequential pattern analysis.
Keunho ChoiDonghee YooGunwoo KimYongmoo SuhPublished in: Electron. Commer. Res. Appl. (2012)
Keyphrases
- collaborative filtering
- pattern analysis
- recommender systems
- product recommendation
- pattern recognition
- matrix factorization
- recommendation systems
- data sparsity
- product reviews
- computational intelligence
- online learning
- user preferences
- user based collaborative filtering
- hybrid recommendation
- image analysis
- user ratings
- recommendation quality
- pattern classification
- rating prediction
- personalized recommendation
- user interests
- implicit feedback
- online retailers
- real time
- deal with information overload
- small and medium sized
- netflix prize
- collaborative filtering recommender systems
- life cycle
- data analysis
- artificial intelligence
- neural network
- active user
- collaborative filtering algorithms
- product quality
- user profiles
- item based collaborative filtering
- image processing