Scalable Recommendations Using Clustering Based Collaborative Filtering.
Joydeep DasMadhurima BanerjeeKalyani MaliSubhashis MajumderPublished in: ICIT (2019)
Keyphrases
- collaborative filtering
- recommender systems
- making recommendations
- recommendation quality
- recommendation systems
- user preferences
- cold start problem
- collaborative filtering algorithms
- content based filtering
- personalized recommendation
- matrix factorization
- cold start
- recommendation algorithms
- user ratings
- hybrid recommendation
- online dating
- demographic information
- collaborative filtering recommendation
- product recommendation
- data sparsity
- highly scalable
- movie recommendation
- information filtering
- latent factor models
- collaborative recommendation
- active user
- memory efficient
- information overload
- user behavior
- social tagging systems
- transfer learning
- user profiles
- item recommendation
- lightweight
- web scale
- user feedback
- website
- implicit feedback
- probabilistic matrix factorization