PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems.
Azin GhazimatinOana BalalauRishiraj Saha RoyGerhard WeikumPublished in: CoRR (2019)
Keyphrases
- recommender systems
- collaborative filtering
- information filtering
- cold start problem
- generating explanations
- service providers
- personalized recommendation
- information overload
- prediction accuracy
- user modeling
- user preferences
- trust aware
- matrix factorization
- implicit feedback
- explanatory power
- user profiling
- causal reasoning
- user feedback
- rule base
- database
- causal models
- user interface