Recommender system for sport videos based on user audiovisual consumption

Sánchez García, Faustino Ángel; Alduan Mellado, Maria; Alvarez Garcia, Federico; Menendez Garcia, Jose Manuel y Báez Redondo, Orlando (2012). Recommender system for sport videos based on user audiovisual consumption. "Ieee Transactions on Multimedia", v. 14 (n. 6); pp. 1546-1557. ISSN 1520-9210. https://doi.org/10.1109/TMM.2012.2217121.

Descripción

Título: Recommender system for sport videos based on user audiovisual consumption
Autor/es:
  • Sánchez García, Faustino Ángel
  • Alduan Mellado, Maria
  • Alvarez Garcia, Federico
  • Menendez Garcia, Jose Manuel
  • Báez Redondo, Orlando
Tipo de Documento: Artículo
Título de Revista/Publicación: Ieee Transactions on Multimedia
Fecha: Diciembre 2012
Volumen: 14
Materias:
Escuela: E.T.S.I. Telecomunicación (UPM)
Departamento: Señales, Sistemas y Radiocomunicaciones
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

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Resumen

This paper describes a recommender system for sport videos, transmitted over the Internet and/or broadcast, in the context of large-scale events, which has been tested for the Olympic Games. The recommender is based on audiovisual consumption and does not depend on the number of users, running only on the client side. This avoids the concurrence, computation and privacy problems of central server approaches in scenarios with a large number of users, such as the Olympic Games. The system has been designed to take advantage of the information available in the videos, which is used along with the implicit information of the user and the modeling of his/her audiovisual content consumption. The system is thus transparent to the user, who does not need to take any specific action. Another important characteristic is that the system can produce recommendations for both live and recorded events. Testing has showed advantages compared to previous systems, as will be shown in the results.

Más información

ID de Registro: 15566
Identificador DC: http://oa.upm.es/15566/
Identificador OAI: oai:oa.upm.es:15566
Identificador DOI: 10.1109/TMM.2012.2217121
URL Oficial: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6295667
Depositado por: Memoria Investigacion
Depositado el: 10 Jun 2013 15:59
Ultima Modificación: 21 Abr 2016 15:43
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