DOI | Resolve DOI: https://doi.org/10.1007/978-3-642-27534-0_11 |
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Author | Search for: Zhao, J.; Search for: Boley, H.1; Search for: Du, W. |
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Affiliation | - National Research Council of Canada. NRC Institute for Information Technology
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Format | Text, Article |
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Abstract | The necessity of dealing with uncertain knowledge has arisen from Semantic Web applications in different areas. Handling uncertainty thus becomes one of the key research directions in the Semantic Web community. This paper introduces a fuzzy logic based approach which extends the classic Description Logic with Zadeh semantics to deal with uncertain knowledge about concepts and roles as well as instances of concepts and roles. Uncertain knowledge representation and the reasoning algorithm for consistency checking of a fuzzy knowledge base are addressed in detail. This paper also discusses complexity issues of the reasoning problem. © 2012 Springer-Verlag GmbH Berlin Heidelberg. |
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Publication date | 2012 |
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In | |
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Language | English |
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Peer reviewed | Yes |
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NPARC number | 21269154 |
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Export citation | Export as RIS |
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Report a correction | Report a correction (opens in a new tab) |
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Record identifier | 113c4e9d-51c1-4cf1-9022-78baf72eeede |
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Record created | 2013-12-12 |
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Record modified | 2020-04-21 |
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