Mocholí Agües, JA.; Martínez Valero, VM.; Jaén Martínez, FJ.; Catalá Bolós, A. (2012). A multicriteria ant colony algorithm for generating music playlists. Expert Systems with Applications. 39(3):2270-2278. https://doi.org/10.1016/j.eswa.2011.07.131
Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/34933
Title:
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A multicriteria ant colony algorithm for generating music playlists
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Author:
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Mocholí Agües, Jose Antonio
Martínez Valero, Víctor Manuel
Jaén Martínez, Francisco Javier
Catalá Bolós, Alejandro
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UPV Unit:
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Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
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Issued date:
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Abstract:
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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 ...[+]
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.
2011 Elsevier Ltd. All rights reserved.
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Subjects:
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Ant colony optimization
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Music playlist generation
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Context-awareness
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Ontologies
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Semantic search
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Copyrigths:
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Reserva de todos los derechos
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Source:
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Expert Systems with Applications. (issn:
0957-4174
)
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DOI:
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10.1016/j.eswa.2011.07.131
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Publisher:
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Elsevier
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Publisher version:
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http://dx.doi.org/10.1016/j.eswa.2011.07.131
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Project ID:
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info:eu-repo/grantAgreement/MEC//CENIT2008-1019/ES/Tecnologías para Prestar Servicios en Movilidad en el Futuro Universo Inteligente - mIO!/
Microsoft Research Labs (Cambridge) -``Create, Play and Learn" program.
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Thanks:
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This work has been partially supported by the Spanish Ministry of Education and Science under the funding project CENIT-MIOI CENIT-2008 1019 and by the Microsoft Research Labs (Cambridge) under the "Create, Play and Learn" ...[+]
This work has been partially supported by the Spanish Ministry of Education and Science under the funding project CENIT-MIOI CENIT-2008 1019 and by the Microsoft Research Labs (Cambridge) under the "Create, Play and Learn" program.
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Type:
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Artículo
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