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LI Dongmei, LIN Youfang, HUANG Houkuan, HAO Shudong, WANG Jianxin. Dempster-Shafer Inconsistency Values[J]. Chinese Journal of Electronics, 2014, 23(2): 227-231.
Citation: LI Dongmei, LIN Youfang, HUANG Houkuan, HAO Shudong, WANG Jianxin. Dempster-Shafer Inconsistency Values[J]. Chinese Journal of Electronics, 2014, 23(2): 227-231.
shu

Dempster-Shafer Inconsistency Values

  • 1.

    School of Information and Technology Beijing Forestry University Beijing 100083, China;

  • 2.

    School of Computer and Information Technology Beijing Jiaotong University Beijing 100044, China

Funds: This work is supported by the National Nature Science Foundation of China (No. 61170628) and the Fundamental Research Funds for the Central Universities(No.2010JBZ2007).
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  • Received Date: November 30, 2013
  • Revised Date: December 31, 2013
  • Published Date: April 04, 2014
    Graphical Abstract
    • Abstract
  • For several ontology constructing reasons of migration, extending or merging, the size of ontologies grows and applications become more complex, it is inevitable for us to receive an inconsistent ontology. Measuring ontology inconsistency is the basis inconsistencydealing, which can help us decide how to act on an inconsistency. Measuring ontology inconsistency with weighted formulae in numerous applications is a significant but difficult task for most efforts which only deal with the flat ontology. This paper improves inconsistency measure based on evidence theory and proposes a novel Dempster-Shafer ontology inconsistency measure method. The logical properties of these measures are studied. The properties show how to look inside the formulae and how to indicate the contribution of each formula to the overall inconsistency in the ontology set. This approach would provide us with a stronger base of inconsistency handling.
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    • References (16)
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