DocumentCode
2908478
Title
Fuzzy sets in concept representation using conceptual spaces
Author
Ralescu, Anca ; Ishino, Takeshi ; Minoh, Michihiko
Author_Institution
Dept. of Comput. Sci., Cincinnati Univ., Cincinnati, OH
fYear
2008
fDate
1-6 June 2008
Firstpage
2277
Lastpage
2284
Abstract
We consider concept representation in the framework of conceptual spaces. We propose the introduction of fuzzy sets to express the entries of the concept (co-occurrence) matrix as fuzzy probabilities. Initial experimental results indicate that the proposed approach can support a much more sophisticated and useful concept representation.
Keywords
fuzzy set theory; fuzzy systems; matrix algebra; probability; co-occurrence matrix; concept matrix; concept representation; conceptual spaces; fuzzy probabilities; fuzzy sets; Bridges; Computer science; Data mining; Fuzzy sets; Humans; Information geometry; Information processing; Intelligent systems; Solid modeling; Testing;
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.2008.4630686
Filename
4630686
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