How good your recommender system is? A survey on evaluations in recommendation.
Thiago SilveiraMin ZhangXiao LinYiqun LiuShaoping MaPublished in: Int. J. Mach. Learn. Cybern. (2019)
Keyphrases
- recommender systems
- collaborative filtering
- matrix factorization
- personalized recommendation
- cold start
- information filtering
- cold start problem
- trust aware
- user preferences
- recommendation systems
- user modeling
- movie recommendation
- online dating
- information overload
- recommendation quality
- data sets
- recommendation algorithms
- user feedback
- user profiles
- implicit feedback
- data sparsity
- user model
- product recommendation
- user interests
- user profiling
- item recommendation
- learning algorithm
- machine learning