Article (Scientific journals)
A Polynomial Time Subsumption Algorithm for Nominal Safe $ELO_{\bot}$ under Rational Closure
CASINI, Giovanni; Straccia, Umberto; Meyer, Thomas
2019In Information Sciences
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Keywords :
Description logic EL; Defeasible reasoning; Nonmonotonic reasoning
Abstract :
[en] Description Logics (DLs) under Rational Closure (RC) is a well-known framework for non-monotonic reasoning in DLs. In this paper, we address the concept subsumption decision problem under RC for nominal safe $ELO_{\bot}$, a notable and practically important DL representative of the OWL 2 profile OWL 2 EL. Our contribution here is to define a polynomial time subsumption procedure for nominal safe $ELO_{\bot}$ under RC that relies entirely on a series of classical, monotonic $EL_{\bot}$ subsumption tests. Therefore, any existing classical monotonic $EL_{\bot}$ reasoner can be used as a black box to implement our method. We then also adapt the method to one of the known extensions of RC for DLs, namely Defeasible Inheritance-based DLs without losing the computational tractability.
Disciplines :
Computer science
Author, co-author :
CASINI, Giovanni ;  University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
Straccia, Umberto;  Consiglio Nazionale delle Ricerche (CNR) > Istituto di Scienza e Tecnologie dell’Informazione (ISTI)
Meyer, Thomas;  University of Cape Town > Computer Science > Full Professor
External co-authors :
yes
Language :
English
Title :
A Polynomial Time Subsumption Algorithm for Nominal Safe $ELO_{\bot}$ under Rational Closure
Publication date :
2019
Journal title :
Information Sciences
ISSN :
0020-0255
eISSN :
1872-6291
Publisher :
Elsevier, New York, Netherlands
Peer reviewed :
Peer Reviewed verified by ORBi
Focus Area :
Computational Sciences
European Projects :
H2020 - 690974 - MIREL - MIREL - MIning and REasoning with Legal texts
Funders :
CE - Commission Européenne
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