| 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 |
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| 引用本文： | 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(3): 77-80 |
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| 作者姓名： | 李向宁 郝克刚 |
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| 作者单位： | 1. 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
2. 西北大学计算机科学系,陕西,西安,710069 |
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| 基金项目： | 国家“863”高技术研究发展计划资助项目(2004AA115090) |
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| 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.
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| 关 键 词： | 数据挖掘 专家系统 成本估算 分类 预测 |
| 文章编号： | 1671-6833(2006)03-0077-04 |
| 修稿时间： | 2006-03-31 |
Research and Application of A Product Cost Estimating System Based on Data Classification and Predication |
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| LI Xiang-ning,HAO Ke-gang. Research and Application of A Product Cost Estimating System Based on Data Classification and Predication[J]. Journal of Zhengzhou University: Eng Sci, 2006, 27(3): 77-80 |
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| Authors: | LI Xiang-ning HAO Ke-gang |
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| Abstract: | This paper applies data classification and predication techniques to mechanical products design database,and presents a predication model based on decision trees according to the key factors influencing the cost of each kind of mechanical components.Combined with expert system,this approach realized adjusting rules through data mining.Thereby the rules in expert system come not only from the experience of experts but also from mining the product data.This widens the source of knowledge and enforces the system with better flexibility.Finally a framework of product cost evaluating system based on data classification and predication techniques is given. |
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| Keywords: | data mining expert system cost estimate classification predication |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
