How much informative is your XAI? A decision-making assessment task to objectively measure the goodness of explanations.
Marco MatareseFrancesco ReaAlessandra SciuttiPublished in: CoRR (2023)
Keyphrases
- decision making
- information content
- decision makers
- ground truth
- similarity measure
- risk assessment
- data mining
- decision process
- distance measure
- multiscale
- artificial intelligence
- expert systems
- image sequences
- case study
- decision support
- learning algorithm
- evaluation measures
- machine learning
- neural network
- decision model
- group decision making
- bounded rationality
- generating explanations