Can counterfactual explanations of AI systems' predictions skew lay users' causal intuitions about the world? If so, can we correct for that?
Marko TesicUlrike HahnPublished in: CoRR (2022)
Keyphrases
- ai systems
- intelligent systems
- user interaction
- artificial intelligence
- physical world
- user interface
- social media
- collaborative filtering
- causal models
- causal reasoning
- recommender systems
- end users
- natural language generation
- information retrieval
- knowledge base
- user experience
- user model
- user ratings
- bayesian networks