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
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;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location :
Xian
Print_ISBN :
978-1-4673-1484-8
DOI :
10.1109/ICMLC.2012.6359024