Recommender system for sport videos based on user audiovisual consumption

Sánchez García, Faustino Ángel and Alduan Mellado, Maria and Alvarez Garcia, Federico and Menendez Garcia, Jose Manuel and 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.

Description

Title: Recommender system for sport videos based on user audiovisual consumption
Author/s:
  • Sánchez García, Faustino Ángel
  • Alduan Mellado, Maria
  • Alvarez Garcia, Federico
  • Menendez Garcia, Jose Manuel
  • Báez Redondo, Orlando
Item Type: Article
Título de Revista/Publicación: Ieee Transactions on Multimedia
Date: December 2012
ISSN: 1520-9210
Volume: 14
Subjects:
Faculty: E.T.S.I. Telecomunicación (UPM)
Department: Señales, Sistemas y Radiocomunicaciones
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

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.

More information

Item ID: 15566
DC Identifier: http://oa.upm.es/15566/
OAI Identifier: oai:oa.upm.es:15566
DOI: 10.1109/TMM.2012.2217121
Official URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6295667
Deposited by: Memoria Investigacion
Deposited on: 10 Jun 2013 15:59
Last Modified: 21 Apr 2016 15:43
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