Matrix Factorization Techniques for Context-Aware Collaborative Filtering Recommender Systems: A Survey.
Mohamed Hussein AbdiGeorge Onyango OkeyoRonald Waweru MwangiPublished in: Comput. Inf. Sci. (2018)
Keyphrases
- context aware
- matrix factorization
- collaborative filtering recommender systems
- collaborative filtering
- recommender systems
- item based collaborative filtering
- contextual information
- context awareness
- personalized recommendation
- mobile devices
- low rank
- ubiquitous computing
- data sparsity
- personalized services
- factorization methods
- mobile users
- user preferences
- nonnegative matrix factorization
- ambient intelligence
- mobile applications
- context aware systems
- recommendation systems
- user profiles
- cold start
- transfer learning
- recommendation algorithms
- user feedback
- probabilistic model
- context aware services
- user model
- missing data