The Precise Complexity of Reasoning in AℒC with ω-Admissible Concrete Domains

Stefan Borgwardt, Filippo De Bortoli, Patrick Koopmann

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Abstract

Concrete domains have been introduced in the context of Description Logics to allow references to qualitative and quantitative values. In particular, the class of ω-admissible concrete domains, which includes Allen’s interval algebra, the region connection calculus (RCC8), and the rational numbers with ordering and equality, has been shown to yield extensions of ΑℒC for which concept satisfiability w.r.t. a general TBox is decidable. In this paper, we present an algorithm based on type elimination and use it to show that deciding the consistency of an ΑℒC(D) ontology is ExpTime-complete if the concrete domain D is ω-admissible and its constraint satisfaction problem is decidable in exponential time. While this allows us to reason with concept and role assertions, we also investigate feature assertions ∱(a, c) that can specify a constant c as the value of a feature ∱ for an individual a. We show that, under conditions satisfied by all known ω-admissible domains, we can add feature assertions without affecting the complexity.

Original languageEnglish
Title of host publicationDL 2024 37th International Workshop on Description Logics
Subtitle of host publicationProceedings of the 37th International Workshop on Description Logics (DL 2024) Bergen, Norway, June 18-21, 2024
EditorsLaura Giordano, Jean Christoph Jung, Ana Ozaki
PublisherCEUR-WS
Number of pages10
Publication statusPublished - 2024
Event37th International Workshop on Description Logics, DL 2024 - Bergen, Norway
Duration: 18 Jun 202421 Jun 2024

Publication series

NameCEUR Workshop Proceedings
PublisherCEUR Workshop Proceedings
Volume3739
ISSN (Print)1613-0073

Conference

Conference37th International Workshop on Description Logics, DL 2024
Country/TerritoryNorway
CityBergen
Period18/06/2421/06/24

Bibliographical note

Publisher Copyright:
© 2024 Copyright for this paper by its authors.

Funding

This work was partially supported by DFG grant 389792660 as part of TRR 248 \u2013 CPEC, by the German Federal Ministry of Education and Research (BMBF, SCADS22B) and the Saxon State Ministry for Science, Culture and Tourism (SMWK) by funding the competence center for Big Data and AI \"ScaDS.AI Dresden/Leipzig\". The authors would like to thank Jakub Rydval for his help in understanding the properties of finitely bounded homogeneous structures.

FundersFunder number
Saxon State Ministry for Science, Culture and Tourism
California Postsecondary Education Commission
Sächsisches Staatsministerium für Wissenschaft und Kunst
Deutsche Forschungsgemeinschaft389792660
Bundesministerium für Bildung und ForschungSCADS22B

    Keywords

    • Complexity
    • Concrete Domains
    • Description Logics
    • Reasoning
    • Type Elimination

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