Observatorio de I+D+i UPM

Memorias de investigación
Ponencias en congresos:
A model for generating proactive context-aware recommendations in e-Learning systems
Año:2012
Áreas de investigación
  • Ingenierías,
  • Ciencias de la computación y tecnología informática
Datos
Descripción
A proactive recommender system pushes recommendations to the user when the current situation seems appropriate, without explicit user request. This is suitable in e-Learning scenarios in which a great amount of learning objects are available but it is difficult to find them according to the user's needs. In this paper, we present a model for generating proactive context-aware recommendations in the Virtual Science Hub (ViSH), a educational platform related to the GLOBAL excursion European project. The model relies on domain-dependent context modeling in several categories to generate personalized recommendations to teachers and scientists that will produce the learning resources the students will consume. The recommendation process is divided into three phases. First, the generation of the social context information related to the users in the platform. Then, the current situation considering the social, location and user context is analyzed. Finally, the suitability of particular learning objects to be recommended is examined. Therefore, details about the recommendation model proposed and advantages related to applying the model in ViSH can be found in the paper, in addition to some conclusion remarks and outlook on future work.
Internacional
Si
Nombre congreso
Frontiers in Education Conference (FIE)
Tipo de participación
960
Lugar del congreso
Seattle, WA, USA
Revisores
Si
ISBN o ISSN
978-1-4673-1353-7
DOI
10.1109/FIE.2012.6462246
Fecha inicio congreso
03/10/2012
Fecha fin congreso
06/10/2012
Desde la página
1364
Hasta la página
1369
Título de las actas
2012 Frontiers in Education Conference Proceedings
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Daniel Gallego Vico (UPM)
  • Autor: Enrique Barra Arias (UPM)
  • Autor: Sandra Leonor Aguirre Herrera (UPM)
  • Autor: Gabriel Huecas Fernandez-Toribio (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Internet de Nueva Generación
  • Departamento: Ingeniería de Sistemas Telemáticos
S2i 2021 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)