FRACTAL MEASURE-THEORY FOR KNOWLEDGE REPRESENTATION

Authors
Citation
Wd. Geng et Yh. Pan, FRACTAL MEASURE-THEORY FOR KNOWLEDGE REPRESENTATION, SCI CHINA E, 39(4), 1996, pp. 435-448
Citations number
15
Categorie Soggetti
Engineering,"Material Science
Journal title
SCIENCE IN CHINA SERIES E-TECHNOLOGICAL SCIENCES
ISSN journal
20950624 → ACNP
Volume
39
Issue
4
Year of publication
1996
Pages
435 - 448
Database
ISI
SICI code
2095-0624(1996)39:4<435:FMFKR>2.0.ZU;2-W
Abstract
A quantitative analysis of knowledge representation is attempted. Base d on the fractal theory and information measuring principles and metho ds, a series of quantitative concepts for knowledge representation, e. g. information capacity, entropy, information processing channel (IPC) , are proposed. From the viewpoint of information processing, the prin ciples of maximum entropy and increasing entropy are discussed, and th e types, characteristics and structures of information processing chan nel are also discussed. Finally, the quantitative theoretical analyses of several typical knowledge representation methods are given.