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A data analytic-based logistics modelling framework for E-commerce enterprise

delete2022-01-27
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PRE
AI
A
Abhishek Verma
Y
Yong‐Hong Kuo
M
Mukesh Kumar
S
Saurabh Pratap *
V
Velvet Chen
DOI:10.1080/17517575.2022.2028195delete
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摘要

摘要

En 中文
Data-driven approaches have noteworthy significance in managing and improving logistics in E-commerce enterprises. This study focuses on the development of an integrated framework to analyse the Brazilian E-Commerce enterprise public dataset. From the analysis, it is found that sellers of Ibitinga city of SP state had the most count of late deliveries where 42 sellers are under-performing in terms of estimated delivery time. Locations of customers and sellers were spotted on a map to get a geographical representation. The proposed framework may help E-Commerce enterprise owners and retail merchants to make better decisions related to sales and E-Commerce enterprise logistics.
Keyword:
E-commerce
data analytics
machine learning
supply chain
facility location
forecasting

期刊

Enterprise Information Systems 封面图
Enterprise Information Systems
IF:
3.9
论文数:
2.8K
被引数:
1.8K

机构

U
University of Hong Kong
学者数:
4.1W
论文数: 3.9W
被引数: 10.1W
I
indian institute of management (iim system)
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3.4K
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被引数: 7
I
indian institute of technology system (iit system)
学者数:
9.5W
论文数: 9.9W
被引数: 93
I
Indian Institute of Management Rohtak
学者数:
116
论文数: 127
被引数: 321
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