A MULTIDIMENSIONAL KNOWLEDGE STRUCTURE

Authors
Citation
Pko. Chow et Ds. Yeung, A MULTIDIMENSIONAL KNOWLEDGE STRUCTURE, Expert systems with applications, 9(2), 1995, pp. 177-187
Citations number
41
Categorie Soggetti
Operatione Research & Management Science","System Science","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence
ISSN journal
09574174
Volume
9
Issue
2
Year of publication
1995
Pages
177 - 187
Database
ISI
SICI code
0957-4174(1995)9:2<177:AMKS>2.0.ZU;2-5
Abstract
Expert system has gone through several shifts in view, from search-bas ed to knowledge-based problem solving and from knowledge transfer to k nowledge modeling. However, knowledge is still mostly treated informal ly. There are widely different opinions on its nature. This paper firs t attempts to characterize knowledge contents within the context of kn owledge level and then proposes a knowledge structure. Four characteri stics of knowledge, namely particularity, specificity, bipolarity, and orthogonality, are identified. They form the components of a multidim ensional knowledge structure that constitutes a static spatial organiz ation of knowledge. These components are related together through mult iple levels of derails and multiple system views. The proposed structu re creates a taxonomy for classifying knowledge. It brings chaos to or der by giving meanings to the phenomenon of diverse opinions on knowle dge.