Analysis of Influencing Factors of Financial Market Volatility Based on Cluster Analysis

The financial market has certain volatility in its stability due to the influence of many factors. In the analysis of the financial market, it is necessary to combine scientific and effective intelligent algorithms. Based on the cluster analysis algorithm, this paper analyzes the factors affecting f...

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Autor principal:	Haowen Chen
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi Limited 2021
Materias:	Telecommunication TK5101-6720
Acceso en línea:	https://doaj.org/article/671e9de87c464747b3d3c692dfdfa8c5
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spelling	oai:doaj.org-article:671e9de87c464747b3d3c692dfdfa8c52021-11-15T01:19:51ZAnalysis of Influencing Factors of Financial Market Volatility Based on Cluster Analysis1875-905X10.1155/2021/2313259https://doaj.org/article/671e9de87c464747b3d3c692dfdfa8c52021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/2313259https://doaj.org/toc/1875-905XThe financial market has certain volatility in its stability due to the influence of many factors. In the analysis of the financial market, it is necessary to combine scientific and effective intelligent algorithms. Based on the cluster analysis algorithm, this paper analyzes the factors affecting financial market volatility. Moreover, this paper conducts a more in-depth study and summary of the fuzzy C-means clustering algorithm, derives the analysis and solution process of the improved algorithm in detail, and gives the steps to improve the clustering algorithm. In addition, this paper constructs an analysis model of financial market volatility influencing factors based on cluster analysis and establishes a supply chain financial credit risk evaluation index system that includes the quality of corporate managers, corporate indicators, and asset structure. Finally, this paper verifies the performance of the algorithm model of this paper through experimental research. It can be seen from the experimental research results that the methods and models proposed in this paper have certain effects.Haowen ChenHindawi LimitedarticleTelecommunicationTK5101-6720ENMobile Information Systems, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Telecommunication TK5101-6720
spellingShingle	Telecommunication TK5101-6720 Haowen Chen Analysis of Influencing Factors of Financial Market Volatility Based on Cluster Analysis
description	The financial market has certain volatility in its stability due to the influence of many factors. In the analysis of the financial market, it is necessary to combine scientific and effective intelligent algorithms. Based on the cluster analysis algorithm, this paper analyzes the factors affecting financial market volatility. Moreover, this paper conducts a more in-depth study and summary of the fuzzy C-means clustering algorithm, derives the analysis and solution process of the improved algorithm in detail, and gives the steps to improve the clustering algorithm. In addition, this paper constructs an analysis model of financial market volatility influencing factors based on cluster analysis and establishes a supply chain financial credit risk evaluation index system that includes the quality of corporate managers, corporate indicators, and asset structure. Finally, this paper verifies the performance of the algorithm model of this paper through experimental research. It can be seen from the experimental research results that the methods and models proposed in this paper have certain effects.
format	article
author	Haowen Chen
author_facet	Haowen Chen
author_sort	Haowen Chen
title	Analysis of Influencing Factors of Financial Market Volatility Based on Cluster Analysis
title_short	Analysis of Influencing Factors of Financial Market Volatility Based on Cluster Analysis
title_full	Analysis of Influencing Factors of Financial Market Volatility Based on Cluster Analysis
title_fullStr	Analysis of Influencing Factors of Financial Market Volatility Based on Cluster Analysis
title_full_unstemmed	Analysis of Influencing Factors of Financial Market Volatility Based on Cluster Analysis
title_sort	analysis of influencing factors of financial market volatility based on cluster analysis
publisher	Hindawi Limited
publishDate	2021
url	https://doaj.org/article/671e9de87c464747b3d3c692dfdfa8c5
work_keys_str_mv	AT haowenchen analysisofinfluencingfactorsoffinancialmarketvolatilitybasedonclusteranalysis
_version_	1718428926680760320

Analysis of Influencing Factors of Financial Market Volatility Based on Cluster Analysis

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