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Explicaciones para un recomendador de música basadas en datos enlazados

Authors: Garrido Sierra, Adrián; Sánchez Muniesa, Diego;

Explicaciones para un recomendador de música basadas en datos enlazados

Abstract

Los sistemas de recomendación proporcionan a los usuarios opciones seleccionadas en base a sus preferencias, aportándoles una forma cómoda y rápida de encontrar elementos de interés. Para que este proceso sea efectivo, sin embargo, el usuario debe comprender las recomendaciones y confiar en el sistema para encontrar lo que busca. Esta confianza puede lograrse mediante el uso de explicaciones, que son una forma intuitiva de justificar la elección de las recomendaciones de forma comprensible para el usuario. Este trabajo busca enriquecer las explicaciones para un recomendador de música gracias a los datos enlazados. Se hará un estudio de esta tecnología y las formas en que puede aplicarse al ámbito de los sistemas de recomendación y se demostrará de forma práctica con el desarrollo del prototipo de una aplicación que obtenga y muestre explicaciones para el recomendador mencionado.

Keywords

Informática, Explanations, Linked data, Informática (Informática), 1203.17 Informática, 004(043.3), Datos enlazados, SPARQL, Explicaciones, Semantic web, Web semántica, RDF

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green