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Sports Enterprise Marketing and Financial Risk Management Based on Decision Tree and Data Mining
With the development of modern economy, traditional sports industry enterprises have also been further developed in the financial business. How to ensure information security and financial risk management is the problem faced by sports companies. Risk assessment is the use of mathematical models to...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536418/ https://www.ncbi.nlm.nih.gov/pubmed/34691380 http://dx.doi.org/10.1155/2021/7632110 |
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author | Zhao, Yan |
author_facet | Zhao, Yan |
author_sort | Zhao, Yan |
collection | PubMed |
description | With the development of modern economy, traditional sports industry enterprises have also been further developed in the financial business. How to ensure information security and financial risk management is the problem faced by sports companies. Risk assessment is the use of mathematical models to calculate the risk factors established in the previous step to predict possible risks. In response to the above problems, we developed a sports enterprise marketing and financial risk management model based on decision trees and data mining. First, we have established a relevant evaluation index system and data samples through in-depth understanding of the actual marketing and financial problems of sports companies. Second, we use the decision tree algorithm to mine and explore related data samples and conduct risk assessment through related indicators. By using the model to calculate the probability of occurrence of the risk, analyze the degree of damage. Finally, the algorithm of this paper is analyzed and discussed through simulation experiments. |
format | Online Article Text |
id | pubmed-8536418 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-85364182021-10-23 Sports Enterprise Marketing and Financial Risk Management Based on Decision Tree and Data Mining Zhao, Yan J Healthc Eng Research Article With the development of modern economy, traditional sports industry enterprises have also been further developed in the financial business. How to ensure information security and financial risk management is the problem faced by sports companies. Risk assessment is the use of mathematical models to calculate the risk factors established in the previous step to predict possible risks. In response to the above problems, we developed a sports enterprise marketing and financial risk management model based on decision trees and data mining. First, we have established a relevant evaluation index system and data samples through in-depth understanding of the actual marketing and financial problems of sports companies. Second, we use the decision tree algorithm to mine and explore related data samples and conduct risk assessment through related indicators. By using the model to calculate the probability of occurrence of the risk, analyze the degree of damage. Finally, the algorithm of this paper is analyzed and discussed through simulation experiments. Hindawi 2021-10-15 /pmc/articles/PMC8536418/ /pubmed/34691380 http://dx.doi.org/10.1155/2021/7632110 Text en Copyright © 2021 Yan Zhao. 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 Zhao, Yan Sports Enterprise Marketing and Financial Risk Management Based on Decision Tree and Data Mining |
title | Sports Enterprise Marketing and Financial Risk Management Based on Decision Tree and Data Mining |
title_full | Sports Enterprise Marketing and Financial Risk Management Based on Decision Tree and Data Mining |
title_fullStr | Sports Enterprise Marketing and Financial Risk Management Based on Decision Tree and Data Mining |
title_full_unstemmed | Sports Enterprise Marketing and Financial Risk Management Based on Decision Tree and Data Mining |
title_short | Sports Enterprise Marketing and Financial Risk Management Based on Decision Tree and Data Mining |
title_sort | sports enterprise marketing and financial risk management based on decision tree and data mining |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536418/ https://www.ncbi.nlm.nih.gov/pubmed/34691380 http://dx.doi.org/10.1155/2021/7632110 |
work_keys_str_mv | AT zhaoyan sportsenterprisemarketingandfinancialriskmanagementbasedondecisiontreeanddatamining |