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: Proceedings of the 31st International Workshop on De- scription Logics 2018) (2018),https://ceur-ws.org/Vol-2211/paper-31.pdf
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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.