A fuzzy description logic with automatic object membership measurement
Refereed conference paper presented and published in conference proceedings


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AbstractIn this paper, we propose a fuzzy description logic named f om - by combining the classical view in cognitive psychology and fuzzy set theory. A formal mechanism used to determine object memberships automatically in concepts is also proposed, which is lacked in previous work fuzzy description logics. In this mechanism, object membership is based on the defining properties of concept definition and properties in object description. Moreover, while previous works cannot express the qualitative measurements of an object possessing a property, we introduce two kinds of properties named N-property and L-property, which are quantitative measurements and qualitative measurements of an object possessing a property respectively. The subsumption and implication of concepts and properties are also explored in our work. We believe that it is useful to the Semantic Web community for reasoning the fuzzy membership of objects for concepts in fuzzy ontologies. © 2010 Springer-Verlag Berlin Heidelberg.
All Author(s) ListCai Y., Leung H.-F.
Name of Conference4th International Conference on Knowledge Science, Engineering and Management, KSEM 2010
Start Date of Conference01/09/2010
End Date of Conference03/09/2010
Place of ConferenceBelfast, Northern Ireland
Country/Region of ConferenceGreat Britain
Year2010
Month11
Day8
Volume Number6291 LNAI
PublisherSpringer Verlag
Place of PublicationGermany
Pages76 - 87
ISBN3642152791
ISSN0302-9743
LanguagesEnglish-United Kingdom

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