Completeness knowledge representation in fuzzy description logics

Danyaro, K.U. and Jaafar, J. and Liew, M.S. (2012) Completeness knowledge representation in fuzzy description logics. Communications in Computer and Information Science, 295 CC. pp. 164-173. ISSN 18650929

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Abstract

Semantic Web is increasingly becoming the best extension of World Wide Web which enables machines to be more interpretable and present information in less ambiguous process. Web Ontology Language (OWL) is based on all the knowledge representation formalisms of Description Logics (DLs) that has the W3C standard. DLs are the families of formal knowledge representation languages that have high expressive power in reasoning concepts. However, DLs are unable to express a number of vague or imprecise knowledge and thereby cannot handle more uncertainties. To reduce this problem, this paper focuses on the reasoning processes with knowledge-base representation in fuzzy description logics. We consider Gödel method in solving the completeness of our deductive system. We also discuss the desirable concepts based on entailment to fuzzy DL knowledge-base satisfiability. Indeed, fuzzy description logic is the suitable formalism to represent this category of knowledge. © 2012 Springer-Verlag.

Item Type: Article
Additional Information: cited By 1; Conference of 3rd Knowledge Technology Week, KTW 2011 ; Conference Date: 18 July 2011 Through 22 July 2011; Conference Code:92334
Uncontrolled Keywords: Deductive systems; Description logic; Expressive power; Formal knowledge; Fuzzy description logic; Imprecise knowledge; Knowledge base; Knowledge representation formalism; Reasoning process; Satisfiability; W3C standards; Web ontology language, Data description; Formal languages; Formal logic; World Wide Web, Knowledge representation
Depositing User: Mr Ahmad Suhairi UTP
Date Deposited: 09 Nov 2023 15:51
Last Modified: 09 Nov 2023 15:51
URI: https://khub.utp.edu.my/scholars/id/eprint/2900

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