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
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;
Conference_Titel :
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1818-3
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2008.4630686
