Proceedings of the 2023 2nd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2023)

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Research on Risk Identification of New Retail Supply Chain in the Context of Internet

Based on Machine Learning Algorithm

Authors
Yuhua Li1, *, Xiao Kong1
1School of Economics and Management, Shanghai Institute of Technology, Shanghai, China
*Corresponding author. Email: liyuhua@sit.edu.cn
Corresponding Author
Yuhua Li
Available Online 28 August 2023.
DOI
10.2991/978-94-6463-222-4_41How to use a DOI?
Keywords
internet: digital economy; supply chain; risk identification; machine learning; BP neural network
Abstract

With the development of the Internet, the overall growth rate of China's traditional retail industry has shown a downward trend, most of the physical stores are experiencing operational difficulties. After the new retail model was proposed, some traditional retail industries gradually tried digital retail transformation. Influenced by the Internet, digital has empowered the traditional retail industry, and the new retail supply chain has received more and more attention as an important chain connecting customers and retailers. Therefore, this paper focuses on the fresh new retail supply chain, which requires high supply chain risk control, and identifies the risks in the supply chain of fresh products in the context of the Internet through factor analysis and machine learning to provide a basis for fresh supply chain risk management decisions.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2023 2nd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2023)
Series
Atlantis Highlights in Intelligent Systems
Publication Date
28 August 2023
ISBN
10.2991/978-94-6463-222-4_41
ISSN
2589-4919
DOI
10.2991/978-94-6463-222-4_41How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Yuhua Li
AU  - Xiao Kong
PY  - 2023
DA  - 2023/08/28
TI  - Research on Risk Identification of New Retail Supply Chain in the Context of Internet
BT  - Proceedings of the 2023 2nd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2023)
PB  - Atlantis Press
SP  - 381
EP  - 389
SN  - 2589-4919
UR  - https://doi.org/10.2991/978-94-6463-222-4_41
DO  - 10.2991/978-94-6463-222-4_41
ID  - Li2023
ER  -