Learning Choice Models for Simulating Users' Interactions with Recommender Systems.
Naieme HazratiFrancesco RicciPublished in: Perspectives@RecSys (2022)
Keyphrases
- recommender systems
- learning process
- collaborative filtering
- learning algorithm
- prior knowledge
- learning models
- structured prediction
- learning systems
- reinforcement learning
- active learning
- accurate models
- user profiles
- hidden variables
- user model
- user feedback
- latent factor models
- user profiling
- recommendation quality
- learned models
- user modeling
- user experience
- learning tasks
- user preferences
- model selection
- end users
- probabilistic model
- social media
- bayesian networks