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Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence
The upgrading of the digital economy (DE) is crucial to building an intelligent society. The rapid development of computational intelligence in recent years has also brought vitality to the development of the DE. However, with the deepening of international trade, the issue of trade security has bec...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9699732/ https://www.ncbi.nlm.nih.gov/pubmed/36438682 http://dx.doi.org/10.1155/2022/5914561 |
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author | Zhu, Yuqin Wang, Fengling |
author_facet | Zhu, Yuqin Wang, Fengling |
author_sort | Zhu, Yuqin |
collection | PubMed |
description | The upgrading of the digital economy (DE) is crucial to building an intelligent society. The rapid development of computational intelligence in recent years has also brought vitality to the development of the DE. However, with the deepening of international trade, the issue of trade security has become more and more prominent. Therefore, this study aimed to construct a DE trade security evaluation system. For computational intelligence, this study proposes a support vector machine based on improved particle swarm optimization. Such an algorithm can play a key role in the construction of an evaluation system. It is built for the evaluation system. This study selects five indicators of market competitiveness, trade control, trade dependence, market concentration, and trade legal system evaluation. The experimental results of this study prove that the evaluation system proposed in this study is effective. In its test for some countries in the world, the UK trade security index was the highest at 0.582, while China was relatively low at 0.492. |
format | Online Article Text |
id | pubmed-9699732 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-96997322022-11-26 Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence Zhu, Yuqin Wang, Fengling Comput Intell Neurosci Research Article The upgrading of the digital economy (DE) is crucial to building an intelligent society. The rapid development of computational intelligence in recent years has also brought vitality to the development of the DE. However, with the deepening of international trade, the issue of trade security has become more and more prominent. Therefore, this study aimed to construct a DE trade security evaluation system. For computational intelligence, this study proposes a support vector machine based on improved particle swarm optimization. Such an algorithm can play a key role in the construction of an evaluation system. It is built for the evaluation system. This study selects five indicators of market competitiveness, trade control, trade dependence, market concentration, and trade legal system evaluation. The experimental results of this study prove that the evaluation system proposed in this study is effective. In its test for some countries in the world, the UK trade security index was the highest at 0.582, while China was relatively low at 0.492. Hindawi 2022-11-18 /pmc/articles/PMC9699732/ /pubmed/36438682 http://dx.doi.org/10.1155/2022/5914561 Text en Copyright © 2022 Yuqin Zhu and Fengling Wang. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhu, Yuqin Wang, Fengling Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence |
title | Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence |
title_full | Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence |
title_fullStr | Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence |
title_full_unstemmed | Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence |
title_short | Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence |
title_sort | construction of digital economy trade security evaluation system based on computational intelligence |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9699732/ https://www.ncbi.nlm.nih.gov/pubmed/36438682 http://dx.doi.org/10.1155/2022/5914561 |
work_keys_str_mv | AT zhuyuqin constructionofdigitaleconomytradesecurityevaluationsystembasedoncomputationalintelligence AT wangfengling constructionofdigitaleconomytradesecurityevaluationsystembasedoncomputationalintelligence |