Synthetic Data-Based Simulators for Recommender Systems: A Survey.
Elizaveta StavinovaAlexander GrigorievskiyAnna VolodkevichPetr ChunaevKlavdiya BocheninaDmitry BugaychenkoPublished in: CoRR (2022)
Keyphrases
- synthetic data
- recommender systems
- collaborative filtering
- user preferences
- matrix factorization
- real world
- data sets
- user profiles
- trust aware
- information filtering
- information overload
- real image data
- mri data
- user modeling
- cold start problem
- user profiling
- cold start
- collaborative recommender systems
- recommendation quality
- implicit feedback
- personalized recommendation
- synthetic datasets
- search engine
- database