DocumentCode
2906126
Title
A vague description logic SI
Author
Ma, Z.M. ; Cheng, Jingwei ; Wang, Hailong ; Yan, Li
Author_Institution
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang
fYear
2008
fDate
1-6 June 2008
Firstpage
1345
Lastpage
1349
Abstract
In the real world, human knowledge and natural language have a big deal of imprecision and uncertainty. Imprecision and uncertainty play in the semantic Web context, as well as to many applications that use description logics (DLs) to capture, represent and perform reasoning with domain knowledge. In this paper, a fuzzy extension of description logic language SI is presented, which combines vague sets with SI. Its syntax, semantics and inference problems are investigated in the paper. Also the tableau algorithm is developed for reasoning in the vague SI.
Keywords
formal logic; fuzzy set theory; inference mechanisms; natural language processing; semantic Web; description logics; fuzzy extension; human knowledge; natural language; semantic Web context; vague description logic; Automatic logic units; Fuzzy logic; Fuzzy reasoning; Fuzzy set theory; Fuzzy sets; Humans; Knowledge representation; Natural languages; Semantic Web; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1098-7584
Print_ISBN
978-1-4244-1818-3
Electronic_ISBN
1098-7584
Type
conf
DOI
10.1109/FUZZY.2008.4630547
Filename
4630547
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