Scientific Papers
ISSI Research PapersPaper information
Title
A multicriteria ant colony algorithm for generating music playlists
A multicriteria ant colony algorithm for generating music playlists
Jose Antonio Mocholí Agües
Published in
Expert Systems with Applications Journal, 39(3), 2270-2278, 2011. Elsevier (ISSN 0957-4174). (JCR IF 2011: 2.203; 1er tercio en la categoría Computer Science, Artificial Intelligence (22/111, primer cuartil)). - 2012
Expert Systems with Applications Journal, 39(3), 2270-2278, 2011. Elsevier (ISSN 0957-4174). (JCR IF 2011: 2.203; 1er tercio en la categoría Computer Science, Artificial Intelligence (22/111, primer cuartil)). - 2012
Abstract
In this paper we address the problem of music playlist generation based on the user-personalized specification of context information. We propose a generic semantic multicriteria ant colony algorithm capable of dealing with domain-specific problems by the use of ontologies. It also employs any associated metadata defined in the search space to feed its solution-building process and considers any restrictions the user may have specified. An example is given of the use of the algorithm for the problem of automatic generation of music playlists, some experimental results are presented and the behavior of the approach is explained in different situations.
In this paper we address the problem of music playlist generation based on the user-personalized specification of context information. We propose a generic semantic multicriteria ant colony algorithm capable of dealing with domain-specific problems by the use of ontologies. It also employs any associated metadata defined in the search space to feed its solution-building process and considers any restrictions the user may have specified. An example is given of the use of the algorithm for the problem of automatic generation of music playlists, some experimental results are presented and the behavior of the approach is explained in different situations.
BibTeX
@misc{issi_web:id:372,
title = "A multicriteria ant colony algorithm for generating music playlists",
author = "Jose Antonio Mocholí Agües and Víctor Matínez and Javier Jaén Martínez and Alejandro Catalá Bolós",
booktitle = "Expert Systems with Applications Journal, 39(3), 2270-2278, 2011. Elsevier (ISSN 0957-4174). (JCR IF 2011: 2.203; 1er tercio en la categoría Computer Science, Artificial Intelligence (22/111, primer cuartil)).
",
year = "2012",
eprint = "http://issi.dsic.upv.es/publications/archives/",
url = "http://dx.doi.org/10.1016/j.eswa.2011.07.131",
abstract = "In this paper we address the problem of music playlist generation based on the user-personalized specification of context information. We propose a generic semantic multicriteria ant colony algorithm capable of dealing with domain-specific problems by the use of ontologies. It also employs any associated metadata defined in the search space to feed its solution-building process and considers any restrictions the user may have specified. An example is given of the use of the algorithm for the problem of automatic generation of music playlists, some experimental results are presented and the behavior of the approach is explained in different situations."
}