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Repairing ℰℒ⊥ Ontologies using Debugging,Weakening and Completing (Extended Abstract)
Linköping University, Faculty of Science & Engineering. Linköping University, Department of Computer and Information Science, Database and information techniques.ORCID iD: 0000-0002-1367-9679
Linköping University, Department of Computer and Information Science, Database and information techniques. Linköping University, The Institute of Technology. (IDA/ADIT)ORCID iD: 0000-0002-9084-0470
2023 (English)In: Proceedings of the 36th International Workshop on Description Logics (DL 2023): co-located with the 20th International Conference on Principles of Knowledge Representation and Reasoningand the 21st International Workshop on Non-Monotonic Reasoning (KR 2023 and NMR 2023). / [ed] Oliver Kutz, Carsten Lutz, Ana Ozaki, Aachen, Germany: CEUR Workshop Proceedings , 2023Conference paper, Published paper (Refereed)
Abstract [en]

The quality of ontologies in terms of their correctness and completeness is crucial for developing high-quality ontology-based applications. Traditional debugging techniques repair ontologies by removingunwanted axioms, but may thereby remove consequences that are correct in the domain of the ontology. In this paper we propose an interactive approach to mitigate this for ELb ontologies by combining debugging with axiom weakening and completing. We show different combination strategies, discussthe influence on the final ontologies and show experimental results. We show that there is a trade-off between the amount of validation work for a domain expert and the quality of the ontology in terms ofcorrectness and completeness. 

Place, publisher, year, edition, pages
Aachen, Germany: CEUR Workshop Proceedings , 2023.
Series
CEUR Workshop Proceedings, ISSN 1613-0073 ; 3515
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:liu:diva-198700OAI: oai:DiVA.org:liu-198700DiVA, id: diva2:1806736
Conference
36th International Workshop on Description Logics
Funder
Swedish e‐Science Research CenterAvailable from: 2023-10-23 Created: 2023-10-23 Last updated: 2023-10-23

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CiteExportLink to record
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Citation style
  • apa
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Language
  • de-DE
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  • Other locale
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Output format
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