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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Publishing House of the State University of Management
2019
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oai:doaj.org-article:baaf348d376b4be2888fae4fb68a44ad2021-12-03T07:43:30ZMACHINE LEARNING AS A CORPORATION'S TOOL FOR SELECTION OF SUPPLIERS1816-42772686-841510.26425/1816-4277-2019-9-48-53https://doaj.org/article/baaf348d376b4be2888fae4fb68a44ad2019-10-01T00:00:00Zhttps://vestnik.guu.ru/jour/article/view/1712https://doaj.org/toc/1816-4277https://doaj.org/toc/2686-8415In 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.V. V. BaklushinskiiE. V. PustynnikovaPublishing House of the State University of Managementarticlemachine learningsuppliers’ assessmentbig dataclassificationeconomic securitycorporate managementSociology (General)HM401-1281Economics as a scienceHB71-74RUВестник университета, Vol 0, Iss 9, Pp 48-53 (2019) |
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machine learning suppliers’ assessment big data classification economic security corporate management Sociology (General) HM401-1281 Economics as a science HB71-74 |
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machine learning suppliers’ assessment big data classification economic security corporate management Sociology (General) HM401-1281 Economics as a science HB71-74 V. V. Baklushinskii E. V. Pustynnikova MACHINE LEARNING AS A CORPORATION'S TOOL FOR SELECTION OF SUPPLIERS |
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 |
author |
V. V. Baklushinskii E. V. Pustynnikova |
author_facet |
V. V. Baklushinskii E. V. Pustynnikova |
author_sort |
V. V. Baklushinskii |
title |
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_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_sort |
machine learning as a corporation's tool for selection of suppliers |
publisher |
Publishing House of the State University of Management |
publishDate |
2019 |
url |
https://doaj.org/article/baaf348d376b4be2888fae4fb68a44ad |
work_keys_str_mv |
AT vvbaklushinskii machinelearningasacorporationstoolforselectionofsuppliers AT evpustynnikova machinelearningasacorporationstoolforselectionofsuppliers |
_version_ |
1718373531895463936 |