期刊文献+

数据挖掘在物流工程领域的应用研究 被引量:3

Application of Data Mining in the Field of Logistics Engineering
下载PDF
导出
摘要 数据挖掘是探查和分析大量的数据并发现隐藏在其中有价值的信息的过程。而物流管理过程中会产生大量数据,如何把这些数据更有效的利用就成为了现代物流企业核心竞争力的关键所在。文中总结了数据挖掘理论的概念、数据挖掘的主要技术并分析了现代物流业存在的问题。接着阐述了数据额挖掘技术在我国现代物流业中的应用。为今后数据挖掘技术在物流管理中的应用研究提供方向。 Data mining is the process of exploring and analyzing large amounts of data and discovering valuable information hidden in it.However,a large amount of data will be generated in the process of logistics management.How to use these data more effectively has become the key to the core competitiveness of modern logistics enterprises.This article summarizes the concept of data mining theory,the main technology of data mining and analyzes the problems existing in modern logistics industry.Then it explains the application of data mining technology in modern logistics industry in our country.Provide direction for future application research of data mining technology in logistics management.
作者 郑诗禹 李莉 ZHENG Shi-yu;LI Li(School of Transportation and Logistics Engineering,Xinjiang Agricultural University,Urumqi 830052,China)
出处 《物流工程与管理》 2020年第11期89-91,共3页 Logistics Engineering and Management
关键词 数据挖掘 物流决策 需求预测 运营管理 data mining logistics decision-making demand forecasting operation management
  • 相关文献

参考文献4

二级参考文献19

  • 1焦李成.神经网络的应用与实现[M].西安电子科技大学出版社,1995..
  • 2盛言.东亚集装箱码头需求预测[J].海运情报,1998,(4).
  • 3云庆夏.进化算法[M].北京:冶金工业出版社,1997..
  • 4Goldberg D E. Genetic algorithms in search, optimization and machine learning [M]. MA: Addison-Wisely, 1989.
  • 5Koza J R, Genetic programming[M]. MA: MITPress, 1991.
  • 6Koza J R, Genetic programming: on the programming of computers by means of natural selection[M]. Cambridge: The MIT Press,1992.
  • 7Calvo, Alberto B.; Danish, Alexander J.; Lamonakis, Gregory G. DISPLA over-bar - Decision Information System for Procurement and Logistics Analysis. Proceedings of SPIE - The International Society for Optical Engineering, v 4712, 2002, p81-92.
  • 8Taylor, Danin; Morrison, John; Katz, Warren; Felton, Erik;Herman, Deborah A. New logistics protocols for distributed interactive simulation. Proceedings of SPIE - The International Society for Optical Engineering, v 2495, 1995, p51-61.
  • 9McCormick, Jack E; Nussman, Philip G. Logistics support analysis on the palletized load system (PLS). 1993 IEEE National Aerospace and Electronics Conference, 1993, p960-964.
  • 10Soibelman, Lucio; Caldas, Carlos. Information logistics for construction design team collaboration. Computing in Civil and Building Engincering, v 1, 2000, p341-348.

共引文献30

同被引文献13

引证文献3

二级引证文献4

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部