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Supply chain security evaluation model and index system based on a 5G information system

Currently, the supply chain management model has been widely adopted worldwide. Internationally renowned companies such as IBM and Walmart have made significant achievements in supply chain management and have played a greater role in promoting the growth of their interests. However, while they are...

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Detalles Bibliográficos
Autores principales: Zhao, Jingfeng, Li, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8553596/
https://www.ncbi.nlm.nih.gov/pubmed/34728901
http://dx.doi.org/10.1007/s00521-021-06584-5
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author Zhao, Jingfeng
Li, Yan
author_facet Zhao, Jingfeng
Li, Yan
author_sort Zhao, Jingfeng
collection PubMed
description Currently, the supply chain management model has been widely adopted worldwide. Internationally renowned companies such as IBM and Walmart have made significant achievements in supply chain management and have played a greater role in promoting the growth of their interests. However, while they are enjoying their own interests, they are also facing various risks in the supply chain. From the perspective of systems engineering, this paper uses complex network theory as a research tool to study supply chain networks and systematically study the important issues of supply chain network risks. This paper analyzes the new characteristics of the relationship between enterprises and suppliers in the supply chain and which indicators should be selected as the basis for evaluating suppliers from the perspective of cooperation and development, which more comprehensively reflects the characteristics of the new enterprise–supplier relationship in the supply chain environment. This highlights the evaluation of the supplier’s cooperation ability and development ability. Aiming at the problem of supply chain network system identification and integrated evaluation, a supply chain security evaluation model and index system research framework model are proposed, and the intercompany business risk and supply chain in supply chain network evaluation are introduced. As a model for evaluating transition parameters, the study of supply chain risk propagation introduces the theory of dynamic propagation in complex networks, the law of evolution, and the supplier's dynamic supply chain risk model. The experimental results of this paper show that when the global reputation value is 0.5 and the local reputation value is 0.8 and 0.7, the trust degree changes with the change of the confidence factor; when the value of the confidence factor decreases, the degree of trust converges more and more to the global reputation and vice versa. It can be seen that this model has high feasibility.
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spelling pubmed-85535962021-10-29 Supply chain security evaluation model and index system based on a 5G information system Zhao, Jingfeng Li, Yan Neural Comput Appl S.I.: Machine Learning based semantic representation and analytics for multimedia application Currently, the supply chain management model has been widely adopted worldwide. Internationally renowned companies such as IBM and Walmart have made significant achievements in supply chain management and have played a greater role in promoting the growth of their interests. However, while they are enjoying their own interests, they are also facing various risks in the supply chain. From the perspective of systems engineering, this paper uses complex network theory as a research tool to study supply chain networks and systematically study the important issues of supply chain network risks. This paper analyzes the new characteristics of the relationship between enterprises and suppliers in the supply chain and which indicators should be selected as the basis for evaluating suppliers from the perspective of cooperation and development, which more comprehensively reflects the characteristics of the new enterprise–supplier relationship in the supply chain environment. This highlights the evaluation of the supplier’s cooperation ability and development ability. Aiming at the problem of supply chain network system identification and integrated evaluation, a supply chain security evaluation model and index system research framework model are proposed, and the intercompany business risk and supply chain in supply chain network evaluation are introduced. As a model for evaluating transition parameters, the study of supply chain risk propagation introduces the theory of dynamic propagation in complex networks, the law of evolution, and the supplier's dynamic supply chain risk model. The experimental results of this paper show that when the global reputation value is 0.5 and the local reputation value is 0.8 and 0.7, the trust degree changes with the change of the confidence factor; when the value of the confidence factor decreases, the degree of trust converges more and more to the global reputation and vice versa. It can be seen that this model has high feasibility. Springer London 2021-10-29 2022 /pmc/articles/PMC8553596/ /pubmed/34728901 http://dx.doi.org/10.1007/s00521-021-06584-5 Text en © The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle S.I.: Machine Learning based semantic representation and analytics for multimedia application
Zhao, Jingfeng
Li, Yan
Supply chain security evaluation model and index system based on a 5G information system
title Supply chain security evaluation model and index system based on a 5G information system
title_full Supply chain security evaluation model and index system based on a 5G information system
title_fullStr Supply chain security evaluation model and index system based on a 5G information system
title_full_unstemmed Supply chain security evaluation model and index system based on a 5G information system
title_short Supply chain security evaluation model and index system based on a 5G information system
title_sort supply chain security evaluation model and index system based on a 5g information system
topic S.I.: Machine Learning based semantic representation and analytics for multimedia application
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8553596/
https://www.ncbi.nlm.nih.gov/pubmed/34728901
http://dx.doi.org/10.1007/s00521-021-06584-5
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