A top-level model of case-based argumentation for explanation: Formalisation and experiments
This paper proposes a formal top-level model of explaining the outputs of machine-learning-based decision-making applications and evaluates it experimentally with three data sets. The model draws on AI & law research on argumentation with cases, which models how lawyers draw analogies to p...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IOS Press
2022-06-01
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| Series: | Argument & Computation |
| Online Access: | https://doi.org/10.3233/AAC-210009 |