Quality and Diversity of Recommender Systems Users' Choices: a Simulation Perspective.
Naieme HazratiFrancesco RicciPublished in: IIR (2021)
Keyphrases
- recommender systems
- collaborative filtering
- recommendation quality
- user profiles
- information overload
- user modeling
- high quality
- recommendation systems
- active user
- user model
- user satisfaction
- cold start problem
- user preferences
- online dating
- matrix factorization
- user interests
- information filtering
- item based collaborative filtering
- trust aware
- recommendation algorithms
- user profiling
- user interface
- website
- user generated content
- user requirements
- implicit feedback
- cold start
- user interaction
- end users
- collaborative filtering recommender systems
- social media
- content based filtering
- data quality
- simulation model
- user feedback