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Research on the Influence of Music

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DOI: 10.23977/artpl.2021.22013 | Downloads: 13 | Views: 872

Author(s)

Moxuan Li 1, Hang Yin 2, Yao Xiao 1

Affiliation(s)

1 College of Communication and Information Engineering, Xi'an University of Science and Technology, Xi'an, Shaanxi, 710600
2 College of Computer Science and Technology, Xi'an University of Science and Technology, Xi'an, Shaanxi, 710600

Corresponding Author

Moxuan Li

ABSTRACT

From ancient times to the present, music has been a special way of human information transmission. First, analyze and establish The Music Information Network Model Based on Knowledge Graph from the three levels of macro, micro, and middle levels, with genres and artists as the main objects, and use multiple linear regression to establish a Solving model of "Music Influence": mg = 0.857123ng + 0.142877bg. The "Music Influence" index obtained by this model reflects the comprehensive influence ability of the artist's influence on the population and the breadth of genres. Additionally, using Canonical Correlation analysis to establish a similarity measurement model. Using the Pearson correlation coefficient, the analysis of artists within the genre and the artists between the genres found that the similarity of artists of the same genre is high and stable, and the similarity of artists of different genres is low. Comparing an artist from two artists in another genre, the results are closer.

KEYWORDS

The Knowledge Graph, Canonical Correlation analysis, Entropy method

CITE THIS PAPER

Moxuan Li, Hang Yin, Yao Xiao. Research on the Influence of Music. Art and Performance Letters (2021) 2: 74-78. DOI: http://dx.doi.org/10.23977/artpl.2021.22013.

REFERENCES

[1] Lu Yunlu, Yan Zhen. Analysis on Commodities and Commodity Music [J]. Market Modernization, 2006, 000(021):15-16.
[2] Wang Lulu. Discussion on the influence of electronic music on music aesthetics and its devel opment trend [J]. Cultural and Educational Materials, 2008(21): 55-57.
[3] Shi Songqi. An analysis of modern statistical analysis methods and their applications [J]. Science & Technology Economic Guide, 2019, 27(24):214.
[4] Hang Tingting, Feng Jun, Lu Jiamin. Knowledge graph construction technology: classificatio n, investigation and future directions [J]. Computer Science, 2021, 48(02): 175-189.
[5] Wang Jie. An analysis of the development process of the combination of country music and r ock music in the 20th century [J]. Big Stage, 2010(11): 101.
[6] Zhang Meishu. Analysis of Western Music Schools and Their Musical Characteristics—— Comment on "The Development and Evolution of Western Music" [J]. Contemporary Education al Science, 2015(17): 8.
[7] Fan Lihan. Exploring the influence of blues music on the development of popular music [J]. Sichuan Drama, 2008(05): 113-116.
[8] P.T.harker. Alternative methods of questioning in the analytic hierarchy process, Math modeling, Vol.9, No.3-5(1987).

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