大数据
分析
数据科学
计算机科学
数据分析
供应链管理
生产(经济)
数据管理
分销管理系统
供应链
领域(数学)
业务
数据挖掘
工程类
营销
经济
宏观经济学
纯数学
电气工程
数学
作者
Yunqiang Yin,Feng Chu,Alexandre Dolgui,T. C. E. Cheng,Meng Chu Zhou
标识
DOI:10.1080/00207543.2022.2130589
摘要
Production and distribution are two key constituents of a supply chain. In view of the growing availability of data and advances in big data analytics techniques, there have been more and more applications of data analytics to deal with the problems in production and distribution management. With this in mind, we proposed a special issue on ‘Big Data Analytics in Production and Distribution Management' to report the latest development in this field. In this editorial, we first introduce the background and examine the existing review works on the applications of data analytics to operations management. We then introduce the papers accepted in the issue, and discuss how different types of big data analytics techniques are applied to production and distribution management, including demand forecasting, production scheduling, distribution management, manufacturing management, and supply chain management. Finally, we conclude the paper with a discussion of future research.
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