期刊名称：IOP Conference Series: Earth and Environmental Science
印刷版ISSN：1755-1307
电子版ISSN：1755-1315
出版年度：2019
卷号：237
期号：5
页码：052037
DOI：10.1088/1755-1315/237/5/052037
出版社：IOP Publishing
摘要：The individual demand of consumers puts higher requirements for the existing supply chain of enterprises in the context of online shopping. In order to meet consumer demand and improve competitiveness of the enterprises, a supply chain model with high efficiency and flexibility is established on the basis of the individual demand forecast. The decision tree classification algorithm is adopted to predict the types of products that consumers need. And the regression analysis algorithm is employed to predict the quantity of products that consumers need. On that basis, the result enters the 0-1 mixed supply chain model. With the goal of minimizing costs, the supply chain nodes will be determined.
