[1]李向宁,郝克刚..一种基于分类和预测技术的产品成本估算系统研究与应用[J].郑州大学学报(工学版),2006,27(03):77-80.[doi:10.3969/j.issn.1671-6833.2006.03.018]
　LI Xiangning,Hao Kegang.Research and application of product cost estimation system based on classification and prediction technology[J].Journal of Zhengzhou University (Engineering Science),2006,27(03):77-80.[doi:10.3969/j.issn.1671-6833.2006.03.018]

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一种基于分类和预测技术的产品成本估算系统研究与应用()

分享到：

《郑州大学学报(工学版)》[ISSN:1671-6833/CN:41-1339/T]

卷:

27

期数:

2006年03期

页码:

77-80

栏目:

出版日期:

1900-01-01

文章信息/Info

Title:

Research and application of product cost estimation system based on classification and prediction technology

作者:

李向宁; 郝克刚.

西北大学计算机科学系,陕西,西安,710069;西安电子科技大学机电工程学院,陕西,西安,710071, 西北大学计算机科学系,陕西,西安,710069

Author(s):

LI Xiangning; Hao Kegang

关键词:

数据挖掘;  专家系统;  成本估算;  分类;  预测

Keywords:

data mining;  Expert systems;  cost estimates;  Classification;  Forecast

DOI:

10.3969/j.issn.1671-6833.2006.03.018

文献标志码:

A

摘要:

应用分类和预测技术对机械产品设计数据库进行数据挖掘,针对各种部件影响成本的关键因素建立了基于判定树的产品成本预测模型,并与专家系统相结合,通过数据挖掘来调整专家系统的规则库,从而使专家系统规则不仅可以来自专家经验的总结,而且可以来自对以往产品数据的挖掘,拓宽了知识获取的途径,提高了知识获取的效率.最后给出了一个基于分类和预测技术的产品成本评估系统的框架.

Abstract:

The classification and prediction technology is applied to the mechanical product design database data mining, the product cost prediction model based on the decision tree is established for the key factors affecting the cost of various components, and the rule base of the expert system is adjusted through data mining in combination with the expert system, so that the rules of the expert system can not only come from the summary of expert experience, but also from the mining of previous product data, which broadens the way of knowledge acquisition and improves the efficiency of knowledge acquisition. Finally, a framework of product cost evaluation system based on classification and forecasting technology is given.

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