Applying Data Mining in Music influences analysis
Nowadays, music has become an indispensable part of our life. Studying the influence and evolution process of music will help to promote the progress of human civilization. The purpose of this paper is to understand and measure the impact of previously produced music on new music and music artists,...
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| Format: | Article |
| Language: | English |
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EDP Sciences
2021-01-01
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| Series: | E3S Web of Conferences |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/29/e3sconf_eem2021_03074.pdf |
| _version_ | 1830115317914796032 |
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| author | Lai Siqi |
| author_facet | Lai Siqi |
| author_sort | Lai Siqi |
| collection | DOAJ |
| description | Nowadays, music has become an indispensable part of our life. Studying the influence and evolution process of music will help to promote the progress of human civilization. The purpose of this paper is to understand and measure the impact of previously produced music on new music and music artists, and to develop a model for measuring the impact of music. Taking music genre as the main body, this paper constructs a directional network of music influence and a sub-network reflecting the relationship between "influencer and follower". In addition, this paper also defines the influence of music, and puts forward the "contagiousness index" to reveal a person's actual influence. Finally, using the parallel coordinate characteristics, the paper analyzes the influence of music on culture in time or environment. |
| first_indexed | 2024-12-17T01:09:31Z |
| format | Article |
| id | doaj.art-08b23345b4504c2a949607224bd352de |
| institution | Directory Open Access Journal |
| issn | 2267-1242 |
| language | English |
| last_indexed | 2024-12-17T01:09:31Z |
| publishDate | 2021-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj.art-08b23345b4504c2a949607224bd352de2022-12-21T22:09:11ZengEDP SciencesE3S Web of Conferences2267-12422021-01-012530307410.1051/e3sconf/202125303074e3sconf_eem2021_03074Applying Data Mining in Music influences analysisLai Siqi0Zhejiang University of Finance & Economics HangzhouNowadays, music has become an indispensable part of our life. Studying the influence and evolution process of music will help to promote the progress of human civilization. The purpose of this paper is to understand and measure the impact of previously produced music on new music and music artists, and to develop a model for measuring the impact of music. Taking music genre as the main body, this paper constructs a directional network of music influence and a sub-network reflecting the relationship between "influencer and follower". In addition, this paper also defines the influence of music, and puts forward the "contagiousness index" to reveal a person's actual influence. Finally, using the parallel coordinate characteristics, the paper analyzes the influence of music on culture in time or environment.https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/29/e3sconf_eem2021_03074.pdf |
| spellingShingle | Lai Siqi Applying Data Mining in Music influences analysis E3S Web of Conferences |
| title | Applying Data Mining in Music influences analysis |
| title_full | Applying Data Mining in Music influences analysis |
| title_fullStr | Applying Data Mining in Music influences analysis |
| title_full_unstemmed | Applying Data Mining in Music influences analysis |
| title_short | Applying Data Mining in Music influences analysis |
| title_sort | applying data mining in music influences analysis |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/29/e3sconf_eem2021_03074.pdf |
| work_keys_str_mv | AT laisiqi applyingdatamininginmusicinfluencesanalysis |