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Why Not? Explaining Missing Entailments with Evee (Technical Report)

14 August 2023
Christian Alrabbaa
Stefan Borgwardt
Tom Friese
Patrick Koopmann
M. Kotlov
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Abstract

Understanding logical entailments derived by a description logic reasoner is not always straight-forward for ontology users. For this reason, various methods for explaining entailments using justifications and proofs have been developed and implemented as plug-ins for the ontology editor Prot\ég\é. However, when the user expects a missing consequence to hold, it is equally important to explain why it does not follow from the ontology. In this paper, we describe a new version of EVEE\rm E{\scriptsize VEE}EVEE, a Prot\ég\é plugin that now also provides explanations for missing consequences, via existing and new techniques based on abduction and counterexamples.

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