DocumentCode
2301576
Title
A method for organizing knowledge bases in the hierarchical form
Author
Bao, Ho Tu
Author_Institution
Japan Adv. Inst. of Sci. & Technol., Ishikawa, Japan
fYear
1994
fDate
6-9 Nov 1994
Firstpage
816
Lastpage
819
Abstract
We propose OSHAM, a novel top-down, unsupervised concept formation method based on a set-theoretic model for conceptual hierarchies. The method is close to the human approach to hierarchical classification and empirical results state its high ability to correctly classify new objects
Keywords
knowledge based systems; knowledge engineering; set theory; unsupervised learning; OSHAM; conceptual hierarchies; hierarchical classification; hierarchical form; human approach; knowledge base organisation; object classification; set-theoretic model; unsupervised concept formation method; Classification tree analysis; Humans; Lattices; Learning systems; Organizing; Sparse matrices;
fLanguage
English
Publisher
ieee
Conference_Titel
Tools with Artificial Intelligence, 1994. Proceedings., Sixth International Conference on
Conference_Location
New Orleans, LA
Print_ISBN
0-8186-6785-0
Type
conf
DOI
10.1109/TAI.1994.346394
Filename
346394
Link To Document