A Knowledge Base Management Technique Based on XML Templates and its Application


The KIPS Transactions:PartD, Vol. 11, No. 7, pp. 1527-1536, Dec. 2004
10.3745/KIPSTD.2004.11.7.1527,   PDF Download:

Abstract

For using the knowledge of experts diversely and efficiently, it is very important that the system could represent the complex knowledge in well structured manner and also adapt well to the frequent schema changes. In this paper, we propose an efficient method for knowledge base management by using XML-based templates. In our proposed method, to solve the inefficiency of management of many XML documents, we represent the complex knowledge on XML-based templates, and manage the templates structurally by using a meta-template that defines relationship among the templates. In order to show the effectiveness of our method, we developed a knowledge base to formulate an exercise prescription for a subject and an application program to classify the subject's fitness. The experimental study shows that XML-based templates provide a flexible, extensible and structured way of representing expert knowledge. The inference using XML-based templates can be controlled systematically and efficiently by using meta-template.


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Cite this article
[IEEE Style]
H. J. Lee, B. S. Jeong, S. H. Park, "A Knowledge Base Management Technique Based on XML Templates and its Application," The KIPS Transactions:PartD, vol. 11, no. 7, pp. 1527-1536, 2004. DOI: 10.3745/KIPSTD.2004.11.7.1527.

[ACM Style]
Hiye Ja Lee, Byeong Soo Jeong, and Seung Hun Park. 2004. A Knowledge Base Management Technique Based on XML Templates and its Application. The KIPS Transactions:PartD, 11, 7, (2004), 1527-1536. DOI: 10.3745/KIPSTD.2004.11.7.1527.