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Some approaches of ontology Decomposition in Description Logics

Abstract : In this paper, we investigate the problem of decomposing an ontology in Description Logics (DLs) based on graph partitioning algorithms. Also, we focus on syntax features of axioms in a given ontology. Our approach aims at decomposing the ontology into many sub-ontologies that are as distinct as possible. We analyze the algorithms and exploit parameters of partitioning that influence the efficiency of computation and reasoning. These parameters are the number of concepts and roles shared by a pair of sub-ontologies, the size (the number of axioms) of each sub-ontology, and the topology of decomposition. We provide two concrete approaches for automatically decomposing the ontology, one is called partitioning based on minimal separator, and the other is segmenting based on eigenvectors and eigenvalues.
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https://hal.archives-ouvertes.fr/hal-01516235
Contributor : Nhan Le Thanh <>
Submitted on : Saturday, April 29, 2017 - 12:31:04 PM
Last modification on : Tuesday, May 26, 2020 - 6:50:56 PM

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Thi-Anh-Le Pham, Nhan Le Thanh, Peter Sander. Some approaches of ontology Decomposition in Description Logics. Springer London. Complex Systems Concurrent Engineering, Springer, London, pp. 537-546, 2007, Engineering, 978-1-84628-976-7. ⟨10.1007/978-1-84628-976-7_60⟩. ⟨hal-01516235⟩

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