GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning.
Giacomo MeddaFrancesco FabbriMirko MarrasLudovico BorattoGianni FenuPublished in: CoRR (2023)
Keyphrases
- causal reasoning
- logical framework
- recommender systems
- collaborative filtering
- knowledge base
- knowledge representation
- directed acyclic graph
- causal models
- meta level
- abductive reasoning
- game theory
- reasoning tasks
- explanation based learning
- model based reasoning
- reasoning systems
- artificial intelligence
- user preferences
- reasoning process
- qualitative reasoning
- recommendation systems
- website
- causal knowledge