A model for acquisition of implicit design knowledge based on KDD

被引：0

作者：

Li, JM ^{[1
]}

Yao, J ^{[1
]}

Liu, YM ^{[1
]}

机构：

[1] Sichuan Univ, Sch Mfg Sci & Engn, Chengdu 610065, Peoples R China

来源：

PROGRESS ON ADVANCED MANUFACTURE FOR MICRO/NANO TECHNOLOGY 2005, PT 1 AND 2 | 2006年 / 505-507卷

关键词：

intelligent design; knowledge management; implicit knowledge; data mining; knowledge discovery;

D O I：

10.4028/www.scientific.net/MSF.505-507.505

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Knowledge discovery in database (KDD) represents a new direction of data processing and knowledge innovation. Design is a knowledge-intensive process driven by various design objectives. Implicit knowledge acquisition is key and difficult for the intelligent design system applied to mechanical product design. In this study, the characteristic of implicit design knowledge and KDD are analyzed, a model for product design knowledge acquisition is set up, and the key techniques including the expression and application of domain knowledge and the methods of knowledge discovery are discussed. It is illustrated by an example that the method proposed can be used to obtain the engineering knowledge in design case effectively, and can promote the quality and intelligent standard of product design.

引用

页码：505 / 509

页数：5