Risk Management of Import and Export Products Based on Big Data Analysis: Assessment Model with IndetermSoft Set
Risk management in the import and export sector has become increasingly complex due to globalization, technological advancements, and evolving regulatory landscapes. The integration of big data analytics into risk evaluation processes has revolutionized the ability to detect, assess, and mitigate po...
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| Format: | Article |
| Language: | English |
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University of New Mexico
2025-05-01
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| Series: | Neutrosophic Sets and Systems |
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| Online Access: | https://fs.unm.edu/NSS/48RiskManagement.pdf |
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| _version_ | 1849224441931759616 |
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| author | Ling Chen Chunpeng Liu |
| author_facet | Ling Chen Chunpeng Liu |
| author_sort | Ling Chen |
| collection | DOAJ |
| description | Risk management in the import and export sector has become increasingly complex due to globalization, technological advancements, and evolving regulatory landscapes. The integration of big data analytics into risk evaluation processes has revolutionized the ability to detect, assess, and mitigate potential threats across international trade operations. This study explores the application of multi-criteria decision-making methods methodologies for assessing risks associated with import and export products, focusing on quality compliance, supply chain vulnerabilities, cybersecurity threats, and regulatory adherence. By leveraging data analytics, businesses and regulatory bodies can enhance decision-making processes, reduce financial losses, and maintain high-quality standards in cross-border trade. We use the IndetermSoft set to deal with indeterminacy in the criteria values. Two MCDM methods are used in this study such as SWARA method to compute the criteria weights and the COPRAS method to rank the alternatives. |
| format | Article |
| id | doaj-art-698103eeb065411bbba7e4fd3422c18b |
| institution | Kabale University |
| issn | 2331-6055 2331-608X |
| language | English |
| publishDate | 2025-05-01 |
| publisher | University of New Mexico |
| record_format | Article |
| series | Neutrosophic Sets and Systems |
| spelling | doaj-art-698103eeb065411bbba7e4fd3422c18b2025-08-25T08:50:09ZengUniversity of New MexicoNeutrosophic Sets and Systems2331-60552331-608X2025-05-018274275610.5281/zenodo.15061751Risk Management of Import and Export Products Based on Big Data Analysis: Assessment Model with IndetermSoft SetLing ChenChunpeng LiuRisk management in the import and export sector has become increasingly complex due to globalization, technological advancements, and evolving regulatory landscapes. The integration of big data analytics into risk evaluation processes has revolutionized the ability to detect, assess, and mitigate potential threats across international trade operations. This study explores the application of multi-criteria decision-making methods methodologies for assessing risks associated with import and export products, focusing on quality compliance, supply chain vulnerabilities, cybersecurity threats, and regulatory adherence. By leveraging data analytics, businesses and regulatory bodies can enhance decision-making processes, reduce financial losses, and maintain high-quality standards in cross-border trade. We use the IndetermSoft set to deal with indeterminacy in the criteria values. Two MCDM methods are used in this study such as SWARA method to compute the criteria weights and the COPRAS method to rank the alternatives. https://fs.unm.edu/NSS/48RiskManagement.pdfrisk managementimport and export productsbig data analysisindetermsoft set |
| spellingShingle | Ling Chen Chunpeng Liu Risk Management of Import and Export Products Based on Big Data Analysis: Assessment Model with IndetermSoft Set Neutrosophic Sets and Systems risk management import and export products big data analysis indetermsoft set |
| title | Risk Management of Import and Export Products Based on Big Data Analysis: Assessment Model with IndetermSoft Set |
| title_full | Risk Management of Import and Export Products Based on Big Data Analysis: Assessment Model with IndetermSoft Set |
| title_fullStr | Risk Management of Import and Export Products Based on Big Data Analysis: Assessment Model with IndetermSoft Set |
| title_full_unstemmed | Risk Management of Import and Export Products Based on Big Data Analysis: Assessment Model with IndetermSoft Set |
| title_short | Risk Management of Import and Export Products Based on Big Data Analysis: Assessment Model with IndetermSoft Set |
| title_sort | risk management of import and export products based on big data analysis assessment model with indetermsoft set |
| topic | risk management import and export products big data analysis indetermsoft set |
| url | https://fs.unm.edu/NSS/48RiskManagement.pdf |
| work_keys_str_mv | AT lingchen riskmanagementofimportandexportproductsbasedonbigdataanalysisassessmentmodelwithindetermsoftset AT chunpengliu riskmanagementofimportandexportproductsbasedonbigdataanalysisassessmentmodelwithindetermsoftset |