In this paper we investigate the relationship between a folksonomy-based music classification and a music classification based on collaborative filtering, i.e. on the users' listening behavior. We found a correlation between folksonomy-based songs clustering and clustering computed using methods based on the audience listening behaviour and, using a combination of the two approaches, we also computed the eclecticism level of a sample set of users, finding that eclecticism seems to be a characteristic which changes according to the genre of music most loved by a user.

Can a rock song have a jazz audience? : relationship between folksonomy and collaborative filtering in music recommender systems / E. Tacchini, E. Damiani. ((Intervento presentato al 3. convegno ACM web science conference tenutosi a Koblenz nel 2011.

Can a rock song have a jazz audience? : relationship between folksonomy and collaborative filtering in music recommender systems

E. Tacchini
Primo
;
E. Damiani
Ultimo
2011

Abstract

In this paper we investigate the relationship between a folksonomy-based music classification and a music classification based on collaborative filtering, i.e. on the users' listening behavior. We found a correlation between folksonomy-based songs clustering and clustering computed using methods based on the audience listening behaviour and, using a combination of the two approaches, we also computed the eclecticism level of a sample set of users, finding that eclecticism seems to be a characteristic which changes according to the genre of music most loved by a user.
2011
collaborative filtering ; recommender systems ; music ; eclecticism ; clustering ; folksonomy ; music genres
Settore INF/01 - Informatica
Association for Computing Machinery
http://www.websci11.org/program/
Can a rock song have a jazz audience? : relationship between folksonomy and collaborative filtering in music recommender systems / E. Tacchini, E. Damiani. ((Intervento presentato al 3. convegno ACM web science conference tenutosi a Koblenz nel 2011.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/167057
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