Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
Recommender System for Sport Videos Based on User Audiovisual Consumption
Year:2012
Research Areas
  • Engineering
Information
Abstract
This paper describes a recommender system for sport videos, transmittedover 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 audiovisualconsumption and does not depend on the number of users, running only on theclient side. This avoids the concurrence, computation and privacy problemsof central server approaches in scenarios with a large number of users, suchas the Olympic Games.The system has been designed to take advantage of the information availablein the videos, which is used along with the implicit information of the userand the modeling of his/her audiovisual content consumption. The system isthus transparent to the user, who does not need to take any specific action.Another important characteristic is that the system can produce recommendationsfor both live and recorded events.Testing has showed advantages compared to previous systems, as willbe shown in the results.
International
Si
JCR
Si
Title
Ieee Transactions on Multimedia
ISBN
1520-9210
Impact factor JCR
1,935
Impact info
Datos JCR del año 2011
Volume
14
10.1109/TMM.2012.2217121
Journal number
6
From page
1
To page
12
Month
DICIEMBRE
Ranking
Participants
  • Autor: Faustino Ángel Sánchez García (UPM)
  • Autor: Federico Alvarez Garcia (UPM)
  • Autor: María Alduán
  • Autor: Orlando Báez
  • Autor: Jose Manuel Menendez Garcia (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Aplicación de Telecomunicaciones Visuales (G@TV)
  • Departamento: Señales, Sistemas y Radiocomunicaciones
S2i 2019 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)