Optimal Repairs in the Description Logic ℰℒ Revisited
Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
Contributors
Abstract
Ontologies based on Description Logics may contain errors, which are usually detected when reasoning produces consequences that follow from the ontology, but do not hold in the modelled application domain. In previous work, we have introduced repair approaches for 𝓔𝓛 ontologies that are optimal in the sense that they preserve a maximal amount of consequences. In this paper, we will, on the one hand, review these approaches, but with an emphasis on motivation rather than on technical details. On the other hand, we will describe new results that address the problems that optimal repairs may become very large or need not even exist unless strong restrictions on the terminological part of the ontology apply. We will show how one can deal with these problems by introducing concise representations of optimal repairs.
Details
Original language | English |
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Title of host publication | Proceedings of the 18th European Conference on Logics in Artificial Intelligence (JELIA 2023), September 20-22, 2023, Dresden, Germany |
Editors | Sarah Gaggl, Maria Vanina Martinez, Magdalena Ortiz, Magdalena Ortiz |
Publisher | Springer |
Pages | 11-34 |
Number of pages | 24 |
Publication status | Published - 20 Sept 2023 |
Peer-reviewed | Yes |
Publication series
Series | Lecture Notes in Computer Science, Volume 14281 |
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ISSN | 0302-9743 |
External IDs
ORCID | /0000-0002-4049-221X/work/142247985 |
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Scopus | 85174520369 |
ORCID | /0000-0003-0219-0330/work/153109421 |