Mapping fuzzy RDF(S) into fuzzy object‐oriented databases | Zendy

Fan Tianyi | Zendy; Yan Li | Zendy; Ma Zongmin | Zendy

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Mapping fuzzy RDF(S) into fuzzy object‐oriented databases

Author(s) -

Fan Tianyi,

Yan Li,

Ma Zongmin

Publication year - 2019

Publication title -

international journal of intelligent systems

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 1.291

H-Index - 87

eISSN - 1098-111X

pISSN - 0884-8173

DOI - 10.1002/int.22165

Subject(s) - rdf schema , rdf , computer science , fuzzy logic , information retrieval , sparql , database , data mining , simple knowledge organization system , semantic web , artificial intelligence

The Resource Description Framework (RDF) and RDF Schema (RDFS), being a recommendation of World Wide Web Consortium (W3C), have been widely used to exchange and reason information about resources on the web. It is a common case that information about resources may be uncertain under an environment of open web. To deal with uncertainties in resource information, we propose, in this paper, a general fuzzy RDF(S) model, which contains a fuzzy RDFS layer and a fuzzy RDF layer. In particular, we investigate how to formally map the fuzzy RDF(S) model to the fuzzy object‐oriented database model in the paper. We develop mapping rules and implement a prototype system to demonstrate the feasibility of our approach.

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