Current Trends in Collaborative Filtering Recommendation Systems.
Sana Abida AminJames PhilipsNasseh TabriziPublished in: SERVICES (2019)
Keyphrases
- current trends
- recommendation systems
- collaborative filtering
- recommender systems
- future directions
- matrix factorization
- artificial intelligence
- user modeling
- collaborative filtering recommendation algorithm
- social recommendation
- user preferences
- recommendation quality
- data sparsity
- personalized recommendation
- recommendation algorithms
- implicit feedback
- active user
- collaborative filtering recommendation
- user interests
- user feedback
- user profiles
- tag recommendation
- information filtering
- online stores
- web personalization
- link prediction
- data mining
- learning to rank
- collaborative filtering algorithms
- cold start problem
- case study
- user ratings