Alumina Production Operations Management Information System Based on Data Mining Technology

被引:0
作者
Fan Jingjun [1 ]
Yin Shuting [1 ]
机构
[1] N China Univ Technol, Coll Econ & Business Adm, Beijing 100144, Peoples R China
来源
2009 INTERNATIONAL FORUM ON COMPUTER SCIENCE-TECHNOLOGY AND APPLICATIONS, VOL 1, PROCEEDINGS | 2009年
关键词
Data Mining; Classification; Production Operations Management; Management Information System;
D O I
10.1109/IFCSTA.2009.82
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Data mining technology has been applied to the study of alumina production operations management information system. First of all, on basis of process of data mining analysis and comparison of various classification methods, come to classification algorithm in a variety of strengths and weaknesses. And then take production and operations management information of a China alumina enterprise as the research object, the ID3 algorithm is applied to to the study of alumina quality prediction model, while the IBLE algorithm is applied to the study of alumina production prediction model. Finally, alumina quality prediction model and alumina production forecast model were applied to the system of decision-support module, at the same time proposing function modules of alumina production operations management system which: based on data mining technology.
引用
收藏
页码:315 / 318
页数:4
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