English, Article edition: A NEUTROSOPHIC DESCRIPTION LOGIC HAIBIN WANG; ANDRÃ ROGATKO; FLORENTIN SMARANDACHE; ...

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Physical Description
  • article
Language
  • English

Edition details

Title
  • A NEUTROSOPHIC DESCRIPTION LOGIC
Author
  • HAIBIN WANG
  • ANDRÃ ROGATKO
  • FLORENTIN SMARANDACHE
  • RAJSHEKHAR SUNDERRAMAN
Physical Description
  • article
Notes
  • Description Logics (DLs) are appropriate, widely used, logics for managing structured knowledge. They allow reasoning about individuals and concepts, i.e. set of individuals with common properties. Typically, DLs are limited to dealing with crisp, well defined concepts. That is, concepts for which the problem whether an individual is an instance of it is a yes/​no question. More often than not, the concepts encountered in the real world do not have a precisely defined criteria of membership: we may say that an individual is an instance of a concept only to a certain degree, depending on the individual's properties. The DLs that deal with such fuzzy concepts are called fuzzy DLs. In order to deal with fuzzy, incomplete, indeterminate and inconsistent concepts, we need to extend the capabilities of fuzzy DLs further.In this paper, we will present an extension of fuzzy $\mathcal{ALC}$, combining Smarandache's neutrosophic logic with a classical DL. In particular, concepts become neutrosophic (here neutrosophic means fuzzy, incomplete, indeterminate and inconsistent), thus, reasoning about such neutrosophic concepts is supported. We will define its syntax, its semantics, describe its properties and present a constraint propagation calculus for reasoning.
  • Description logic, fuzzy description logic, fuzzy $\mathcal{ALC}$, neutrosophic description logic
  • RePEc:wsi:nmncxx:v:04:y:2008:i:03:p:273-290
Language
  • English
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