Some approaches of ontology Decomposition in Description Logics

  • Thi Anh Le Pham
  • Nhan Le-Thanh
  • Peter Sander

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.

Keywords

Graph partitioning ontology decomposition image segmentation 

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Copyright information

© Springer-Verlag London Limited 2007

Authors and Affiliations

  • Thi Anh Le Pham
    • 1
  • Nhan Le-Thanh
    • 1
  • Peter Sander
    • 1
  1. 1.Laboratoire I3S, UMR 6070, CNRS, Les AlgorithmesSophia-AntipolisFrance

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