调查流媒体平台时代的音乐分类:从实际消费数据看说唱音乐

IF 2 2区 社会学 0 LITERATURE
Myriam Boualami , Camille Roth
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引用次数: 0

摘要

本文考察了说唱音乐受众的不同消费模式所产生的音乐边界。利用音乐流媒体平台Deezer的大约1000名法国用户的实际收听历史,我们应用降维和聚类方法来探索不同受众消费模式中出现的音乐边界,特别关注说唱音乐。我们表明,这些边界表现出显著的主题差异,地图的每个区域都有自己的主题组合。我们将重点放在基于年龄和性别的六个人口群体上,发现每个群体都表现出独特的音乐偏好模式,跨越了突出显示的界限。我们的发现加深和更新了我们对音乐边界形成的动态的理解,并强调了研究和理解这些动态的重要性,展示了一种阐明这一问题的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigating Musical Taxonomy in the era of Streaming Platforms: Insights from Rap music through actual consumption data
This paper examines the musical boundaries that emerge from the distinct consumption patterns of rap audiences. Using the actual listening histories of around 1000 French users of the music streaming platform Deezer, we apply dimensionality reduction and clustering methods to explore the musical boundaries that emerge from distinctive audience consumption patterns, with a particular focus on rap music. We show that these boundaries exhibit salient thematic distinctions, and each region of the map holds its own combination of themes. Focusing on six demographic groups based on age and gender, we find that each exhibits a unique pattern of music preference across the highlighted boundaries. Our findings deepen and renew our understanding of the dynamics in which music boundaries are formed, and highlight the importance of studying and comprehending these dynamics, showcasing one way to shed light on that matter.
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来源期刊
Poetics
Poetics Multiple-
CiteScore
4.00
自引率
16.00%
发文量
77
期刊介绍: Poetics is an interdisciplinary journal of theoretical and empirical research on culture, the media and the arts. Particularly welcome are papers that make an original contribution to the major disciplines - sociology, psychology, media and communication studies, and economics - within which promising lines of research on culture, media and the arts have been developed.
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