Choice models and recommender systems effects on users' choices.
Naieme HazratiFrancesco RicciPublished in: User Model. User Adapt. Interact. (2024)
Keyphrases
- recommender systems
- collaborative filtering
- probabilistic model
- user profiles
- end users
- design choices
- user profiling
- user requirements
- user generated content
- matrix factorization
- cold start problem
- information sources
- cold start
- data sparsity
- product recommendation
- user interface
- trust aware
- information overload
- recommendation systems
- user interests
- user feedback
- complex systems
- user preferences
- social media