MACHINE LEARNING AS A CORPORATION'S TOOL FOR SELECTION OF SUPPLIERS
In the economics and finance, machine learning methods have spread when solving the problems of consumer behavior research and in currency and securities trading. However, they are poorly developed in dealing with issues related to interaction between enterprises. The article presents the results of...
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| Format: | Article |
| Language: | English |
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Publishing House of the State University of Management
2019-10-01
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| Series: | Вестник университета |
| Subjects: | |
| Online Access: | https://vestnik.guu.ru/jour/article/view/1712 |
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| _version_ | 1832541848725356544 |
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| author | V. V. Baklushinskii E. V. Pustynnikova |
| author_facet | V. V. Baklushinskii E. V. Pustynnikova |
| author_sort | V. V. Baklushinskii |
| collection | DOAJ |
| description | In the economics and finance, machine learning methods have spread when solving the problems of consumer behavior research and in currency and securities trading. However, they are poorly developed in dealing with issues related to interaction between enterprises. The article presents the results of the compilation and testing of machine learning models, created to assess the reliability of enterprises as suppliers. According to the analysis, carried out in the article, machine learning methods are applicable when conducting supplier evaluations. This article has been written on the theme of expanding the scope of machine learning in the field of analysis of the behavior of commercial enterprises. |
| format | Article |
| id | doaj-art-baaf348d376b4be2888fae4fb68a44ad |
| institution | Kabale University |
| issn | 1816-4277 2686-8415 |
| language | English |
| publishDate | 2019-10-01 |
| publisher | Publishing House of the State University of Management |
| record_format | Article |
| series | Вестник университета |
| spelling | doaj-art-baaf348d376b4be2888fae4fb68a44ad2025-02-04T08:28:01ZengPublishing House of the State University of ManagementВестник университета1816-42772686-84152019-10-0109485310.26425/1816-4277-2019-9-48-531483MACHINE LEARNING AS A CORPORATION'S TOOL FOR SELECTION OF SUPPLIERSV. V. Baklushinskii0E. V. Pustynnikova1Ulianovsk State UniversityUlianovsk State UniversityIn the economics and finance, machine learning methods have spread when solving the problems of consumer behavior research and in currency and securities trading. However, they are poorly developed in dealing with issues related to interaction between enterprises. The article presents the results of the compilation and testing of machine learning models, created to assess the reliability of enterprises as suppliers. According to the analysis, carried out in the article, machine learning methods are applicable when conducting supplier evaluations. This article has been written on the theme of expanding the scope of machine learning in the field of analysis of the behavior of commercial enterprises.https://vestnik.guu.ru/jour/article/view/1712machine learningsuppliers’ assessmentbig dataclassificationeconomic securitycorporate management |
| spellingShingle | V. V. Baklushinskii E. V. Pustynnikova MACHINE LEARNING AS A CORPORATION'S TOOL FOR SELECTION OF SUPPLIERS Вестник университета machine learning suppliers’ assessment big data classification economic security corporate management |
| title | MACHINE LEARNING AS A CORPORATION'S TOOL FOR SELECTION OF SUPPLIERS |
| title_full | MACHINE LEARNING AS A CORPORATION'S TOOL FOR SELECTION OF SUPPLIERS |
| title_fullStr | MACHINE LEARNING AS A CORPORATION'S TOOL FOR SELECTION OF SUPPLIERS |
| title_full_unstemmed | MACHINE LEARNING AS A CORPORATION'S TOOL FOR SELECTION OF SUPPLIERS |
| title_short | MACHINE LEARNING AS A CORPORATION'S TOOL FOR SELECTION OF SUPPLIERS |
| title_sort | machine learning as a corporation s tool for selection of suppliers |
| topic | machine learning suppliers’ assessment big data classification economic security corporate management |
| url | https://vestnik.guu.ru/jour/article/view/1712 |
| work_keys_str_mv | AT vvbaklushinskii machinelearningasacorporationstoolforselectionofsuppliers AT evpustynnikova machinelearningasacorporationstoolforselectionofsuppliers |