DocumentCode
578165
Title
A fuzzy extension of ontology with custom datatype
Author
Liu, Fa-gui ; Huang, Yong-xue ; Lin, Yue-dong
Author_Institution
Dept. of Comput. Sci. & Eng., South China Univ. of Technol., Guangzhou, China
Volume
2
fYear
2012
fDate
15-17 July 2012
Firstpage
779
Lastpage
784
Abstract
Fuzzy Description Logic is a fuzzified extension of classical description logic to allow fuzzy expression and reasoning of knowledge. Owing to the limitation of traditional description logic applied to precise knowledge only, there have been a lot of researches on the fuzzification of classical description logic. However, so far, the results are still very limited in the ability of expression. In this paper, we use variable, a new data type, to extend a fuzzy customized datatype. Meanwhile, we also discuss how this extension can be used to enhance the expression ability of fuzzy modifiers.
Keywords
fuzzy logic; fuzzy set theory; ontologies (artificial intelligence); classical description logic; custom datatype; expression ability; fuzzy description logic; fuzzy extension; fuzzy modifiers; knowledge reasoning; ontology; Abstracts; OWL; Fuzzy description logic; Fuzzy ontology; Semantic web;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location
Xian
ISSN
2160-133X
Print_ISBN
978-1-4673-1484-8
Type
conf
DOI
10.1109/ICMLC.2012.6359024
Filename
6359024
Link To Document