The paper formalizes contrastive explanations in description logics that answer why an ABox assertion P holds instead of a foil Q, with definitions, properties in EL and ALC, and an implementation.
In: Logics in Artificial Intelligence - 19th European Conference, JELIA 2025, Proceedings, Part I
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Rethinking Explanations: Formalizing Contrast in Description Logics
The paper formalizes contrastive explanations in description logics that answer why an ABox assertion P holds instead of a foil Q, with definitions, properties in EL and ALC, and an implementation.