Evaluation of Recommender Systems Through Simulated Users.
Miquel MontanerBeatriz LópezJosep Lluís de la RosaPublished in: ICEIS (3) (2004)
Keyphrases
- recommender systems
- collaborative filtering
- user profiles
- recommendation systems
- information overload
- matrix factorization
- user studies
- user preferences
- user model
- information filtering
- trust aware
- user modeling
- active user
- cold start problem
- cold start
- user profiling
- implicit feedback
- user interests
- evaluation method
- user generated content
- recommendation quality
- end users
- data sparsity
- injection attacks
- collaborative recommender systems
- collaborative filtering recommender systems
- personal preferences
- content based filtering
- novice users
- product recommendation
- user centered
- user experience
- user ratings
- online dating
- recommendation algorithms
- website