DocumentCode :
1654315
Title :
Fuzzy Reasoning over RDF Data Using OWL Vocabulary
Author :
Liu, Chang ; Qi, Guilin ; Wang, Haofen ; Yu, Yong
Author_Institution :
Shanghai Jiaotong Univ., Shanghai, China
Volume :
1
fYear :
2011
Firstpage :
162
Lastpage :
169
Abstract :
In this paper, we propose fuzzy pD* semantics which generalizes pD* semantics to reason over fuzzy RDF data using OWL vocabulary. We first define the notions of fuzzy RDF graph and fuzzy pD* interpretation. We then present a set of fuzzy pD*entailment rules and define the Best Degree Bound (BDB) of a triple derived from a fuzzy RDF graph. We show the existence of the BDB of an arbitrary triple. After that, we generalize the partial and full pD* closures to obtain the BDBs of derived triples. We show that the partial fuzzy closure exists and can be computed within polynomial time. Finally, we prove soundness and completeness results for the entailment relation. We also prove that the consistency checking is in P, the entailment is NP-complete, and in P if the target fuzzy RDF graph is ground. Therefore, extending the pD* semantics with fuzzy semantics does not increase the computational complexity.
Keywords :
computational complexity; fuzzy reasoning; graph theory; knowledge representation languages; semantic Web; vocabulary; NP-complete problem; OWL vocabulary; best degree bound; computational complexity; consistency checking; fuzzy RDF data; fuzzy RDF graph; fuzzy pD* interpretation; fuzzy pD* semantics; fuzzy pD*entailment rules; fuzzy reasoning; partial fuzzy closure; polynomial time; resource description framework; Computational complexity; OWL; Ontologies; Polynomials; Resource description framework; Semantics; Vocabulary; Fuzzy Logic; OWL; Semantic Web;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2011 IEEE/WIC/ACM International Conference on
Conference_Location :
Lyon
Print_ISBN :
978-1-4577-1373-6
Electronic_ISBN :
978-0-7695-4513-4
Type :
conf
DOI :
10.1109/WI-IAT.2011.119
Filename :
6040513
Link To Document :
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