Author(s)

Ling Kang ¹, Huimeng Zheng ²

Affiliation(s)

¹ Chang’an university School of civil engineering, Xi'an, Shaanxi, 710018
² School of Economics and Management, China University of Petroleum (East China), Qingdao, Shandong, 266500

Corresponding Author

Ling Kang

ABSTRACT

In this paper, we use graph theory, probability theory and data mining methods to develop a model to measure the impact of music. Firstly, the influence indexes of 181 influencers are established, and combined with the graph theory knowledge, the score ratio of two artists is used as the network weights to establish the directed graphs corresponding to the artists' music influence. Secondly, to analyze the indicators of music influence change, we first assume the attributes of music as indicators, using the entropy weighting method to determine the weights of ten features, ten years as an interval, weighted and obtained the influence score, and then through polynomial fitting to reach the indicators related to influence change, namely loudness, explicit, follower_num formula.

KEYWORDS

Graph Theory, Pearson correlation coefficient, Entropy weight fitting model

CITE THIS PAPER

Ling Kang, Huimeng Zheng. Study and Development of a Model for Measuring the Impact of Music. Art and Performance Letters (2021) 2: 95-99. DOI: http://dx.doi.org/10.23977/artpl.2021.23019

REFERENCES

[1] Zhang Chi. Research on Missing Data Filling Algorithm Based on Cluster Analysis [D]. Wuhan Light Industry University, 2013.
[2] Du Youchen. Research on music genre classification based on convolutional neural network [D]. Dalian University of Technology, 2019.
[3] Hu Jianbao. A simple method for selecting independent variables in multiple regression [J]. Science and Technology Economic Market, 2019(05): 14+33.
[4] Hu Yuehua,Yu Shicheng,Qi Xiao,Zheng Wenjing,Wang Qiqi,Mao Hongyan. Multiple linear regression model and its application [J]. Chinese Journal of Preventive Medicine, 2019(06): 653-656.
[5] Li Xuerui, Hou Xinggang, Yang Mei. A decision model for industrial design plan preference and its application based on multilevel gray comprehensive evaluation method [J/OL]. JournalofGraphology:1-16[2021-02-09].http://kns-cnki-net.vpn.chd.edu.cn:8080/kcms/detail/10.1034.t.20201222.1410.002.html.

Sponsors, Associates, and Links

---

• Journal of Language Testing & Assessment
  
  
• Information and Knowledge Management
  
  
• Military and Armament Science
  
  
• Media and Communication Research
  
  
• Journal of Human Movement Science
  
  
• Lecture Notes on History
  
  
• Lecture Notes on Language and Literature
  
  
• Philosophy Journal
  
  
• Science of Law Journal
  
  
• Journal of Political Science Research
  
  
• Journal of Sociology and Ethnology
  
  
• Advances in Broadcasting