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: Patterns (2022)
Keyphrases
- ai systems
- intelligent systems
- causal reasoning
- artificial intelligence
- user interface
- physical world
- causal models
- recommender systems
- machine learning
- natural language generation
- user interaction
- social media
- collaborative filtering
- object oriented
- end users
- user profiles
- user experience
- domain knowledge
- decision making
- information retrieval
- neural network