Publications

Uncovering Affinity of Artists to Multiple Genres From Social Behaviour Data

Publication Type:

Conference Paper

Authors:

Claudio Baccigalupo; Justin Donaldson; Enric Plaza

Source:

International Conference on Music Information Retrieval, Drexel University, Philadelphia, Pennsylvania USA (2008)

Full Text:

In organisation schemes, musical artists are commonly identified with a unique ‘genre’ label attached, even when they have affinity to multiple genres. To uncover this hidden cultural awareness about multi-genre affinity, we present a new model based on the analysis of the way in which a community of users organise artists and genres in playlists. Our work is based on a novel dataset that we have elaborated identifying the co-occurrences of artists in the playlists shared by the members of a popular Web-based community, and that is made publicly available. The analysis defines an automatic social-based method to uncover relationships between artists and genres, and introduces a series of novel concepts that characterises artists and genres in a richer way than a unique ‘genre’ label would do.

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