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  • 标题:Tagged at first listen: an examination of social tagging practices in a music recommender system
  • 本地全文:下载
  • 作者:Audrey Laplante
  • 期刊名称:Revista Brasileira de Cineantropometria e Desempenho Humano
  • 印刷版ISSN:1415-8426
  • 电子版ISSN:1980-0037
  • 出版年度:2015
  • 卷号:0
  • 期号:0
  • 页码:33-54
  • 语种:English
  • 出版社:Univ Federal De Santa Catarina
  • 摘要:http://dx.doi.org/10.5007/1518-2924.2015v20nesp1p33 Social tagging has become a very common way to index different types of resources on the web. Less prevalent in music than in other domains, social tagging is nevertheless used in a popular recommender system, Last.fm . Although the number of publications on tagging and folksonomies has exploded in the last few years, music tagging is still not well studied. In this paper, we present a study of tagging practices of Last.fm users. We examine the social tagging of songs during the first three months after their release. Our analysis shows that the release of a song triggers a burst in tagging activity that lasts two weeks, after what it decreases sharply and then remains fairly constant for the next ten weeks. We also find that a majority of songs do not get tagged during the first week and that tagging was positively related to popularity. Finally, we find that tags that have been frequently applied to a given song are more likely to be genre related, shorter in length, and relatively objective than tags that have been applied only once.
  • 关键词:Social tagging;music indexing;music recommender systems;Etiquetagem social;tag;indexação de música;sistemas de recomendação de música
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