基于数据挖掘的质量监控和评价软件系统研究  

Research on Quality Control and Evaluation Software System Based on Data Mining

作　　者：曹文梁[1] 王超英[1] 钟辉 CAO Wenliang;WANG Chaoying;ZHONG Hui(Department of Computer Engineering,Dongguan Polytechnic,Dongguan 523808;Guangdong Huixing Intelligent Manufacturing Joint Stock Company,Dongguan 523000)

机构地区：[1]东莞职业技术学院计算机工程系,东莞523808 [2]广东汇兴精工智造股份有限公司,东莞523000

出　　处：《计算机与数字工程》2018年第3期492-495,共4页Computer & Digital Engineering

基　　金：国家自然科学基金项目(编号:61573156);东莞职业技术学院示范建设专项资金(编号:政201717)资助

摘　　要：随着社会经济的发展,产品质量已经成为生产制造企业的核心竞争力,关系到企业的生存和发展,但是在生产过程中会受到很多不确定因素的影响,给企业内部产品质量检验带来了很大的工作量。论文基于数据挖掘技术,通过C4.5决策树算法构建了质量监控和评价软件系统模型,并对基于数据挖掘的质量监控和评价软件系统的可行性进行了研究,该系统能提高产品质量检验的效率和准确性,具有很高的推广价值。With the development of social economy,product quality has become the core competitiveness of manufacturing en?terprises,related to the survival and development of enterprises.In the production process will be a lot of uncertain factors,to the internal product quality inspection brought great workload.Based on the data mining technology,This paper has constructed a model of quality control and evaluation software system by C4.5algorithm and conducted a feasibility study.This system can improve the product quality of efficiency and accuracy,with a high promotion value.

关 键 词：数据挖掘 C4.5 质量监控 评价软件 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程]