Actionable Recourse for Automated Decisions: Examining the Effects of Counterfactual Explanation Type and Presentation on Lay User Understanding.
Peter M. VanNostrandDennis M. HofmannLei MaElke A. RundensteinerPublished in: FAccT (2024)
Keyphrases
- user interface
- cognitive effort
- user defined
- decision making
- end users
- mechanisms underlying
- information systems
- causal reasoning
- automated analysis
- user profiles
- semi automated
- user experience
- genetic algorithm
- user interaction
- decision makers
- relevance feedback
- user requirements
- user centric
- user preferences
- current situation
- making decisions
- user participation
- data sets
- generating explanations