Cold-Start User-Based Weighted Collaborative Filtering for an Implicit Recommender System for Research Facilities.
Yogesh S. KaleSamantha E. PetrieMarwan BikdashMichael D. TopalPublished in: CIC (2018)
Keyphrases
- cold start
- recommender systems
- collaborative filtering
- cold start problem
- user preferences
- data sparsity
- recommendation quality
- matrix factorization
- user ratings
- recommendation systems
- implicit feedback
- user profiles
- recommendation algorithms
- information overload
- item recommendation
- music recommendation
- personalized recommendation
- user interests
- user model
- learning to rank
- tag recommendation
- user feedback
- transfer learning
- online dating
- website
- language modeling
- data sparseness
- active user
- user behavior
- text classification
- item based collaborative filtering