{"title":"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","authors":"Myriam Boualami , Camille Roth","doi":"10.1016/j.poetic.2025.102006","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":47900,"journal":{"name":"Poetics","volume":"111 ","pages":"Article 102006"},"PeriodicalIF":2.0000,"publicationDate":"2025-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Investigating Musical Taxonomy in the era of Streaming Platforms: Insights from Rap music through actual consumption data\",\"authors\":\"Myriam Boualami , Camille Roth\",\"doi\":\"10.1016/j.poetic.2025.102006\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>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.</div></div>\",\"PeriodicalId\":47900,\"journal\":{\"name\":\"Poetics\",\"volume\":\"111 \",\"pages\":\"Article 102006\"},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2025-05-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Poetics\",\"FirstCategoryId\":\"90\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0304422X25000361\",\"RegionNum\":2,\"RegionCategory\":\"社会学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"0\",\"JCRName\":\"LITERATURE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Poetics","FirstCategoryId":"90","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0304422X25000361","RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"0","JCRName":"LITERATURE","Score":null,"Total":0}
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.
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.