Repairing 𝓔𝓛 TBoxes by Means of Countermodels Obtained by Model Transformation

Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/GutachtenBeitrag in KonferenzbandBeigetragenBegutachtung

Beitragende

Abstract

Knowledge engineers might face situations in which an unwanted consequence is derivable from an ontology. It is then desired to revise the ontology such that it no longer entails the consequence. For this purpose, we introduce a novel technique for repairing TBoxes formulated in the description logic 𝓔𝓛. Specifically, we first compute a canonical model of the TBox and then transform it into a countermodel to the unwanted consequence. As formalism for the model transformation we employ transductions. We then obtain a TBox repair as the axiomatization of the logical intersection of the original TBox and the theory of the countermodel. In fact, we construct a set of countermodels, each of which induces a TBox repair. For the actual computation of the repairs we use results from Formal Concept Analysis.

Details

OriginalspracheEnglisch
TitelProceedings of the 34th International Workshop on Description Logics (DL 2021), Hybrid Event, Bratislava, Slovakia, September 19-22, 2021
Redakteure/-innenMartin Homola, Vladislav Ryzhikov, Renate A. Schmidt
Herausgeber (Verlag)CEUR-WS.org
Band2954
PublikationsstatusVeröffentlicht - 19 Sept. 2021
Peer-Review-StatusJa

Publikationsreihe

ReiheCEUR Workshop Proceedings

Workshop

TitelInternational Workshop on Description Logics 2021
KurztitelDL 2021
Veranstaltungsnummer34
Dauer19 - 22 September 2021
BekanntheitsgradInternationale Veranstaltung
OrtComenius University
StadtBratislava
LandSlowakei

Externe IDs

ORCID /0000-0002-9047-7624/work/142251241
ORCID /0000-0003-0219-0330/work/153109370

Schlagworte