Observatorio de I+D+i UPM

Memorias de investigación
Ponencias en congresos:
Incorporating Proactivity to Context-Aware Recommender Systems for E-Learning
Año:2013
Áreas de investigación
  • Ciencias de la computación y tecnología informática
Datos
Descripción
Recommender systems in e-learning have proved to be powerful tools to find suitable educational material during the learning experience. But traditional user request-response patterns are still being used to generate these recommendations. By including contextual information derived from the use of ubiquitous learning environments, the possibility of incorporating proactivity to the recommendation process has arisen. In this paper we describe methods to push proactive recommendations to e-learning systems users when the situation is appropriate without being needed their explicit request. As a result, interesting learning objects can be recommended attending to the user?s needs in every situation. The impact of this proactive recommendations generated have been evaluated among teachers and scientists in a real e-learning social network called Virtual Science Hub related to the GLOBAL excursion European project. Outcomes indicate that the methods proposed are valid to generate such kind of recommendations in e-learning scenarios. The results also show that the users? perceived appropriateness of having proactive recommendations is high.
Internacional
Si
Nombre congreso
International Conference on Education & E-Learning Innovations
Tipo de participación
960
Lugar del congreso
Sousse, Tunisia
Revisores
Si
ISBN o ISSN
978-1-4799-0460-0
DOI
Fecha inicio congreso
22/06/2013
Fecha fin congreso
24/06/2013
Desde la página
1
Hasta la página
6
Título de las actas
Proceedings of International Conference on Education & E-Learning Innovations
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Daniel Gallego Vico (UPM)
  • Autor: Enrique Barra Arias (UPM)
  • Autor: Pedro Rodriguez Perez (UPM)
  • Autor: Gabriel Huecas Fernandez-Toribio (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Departamento: Ingeniería de Sistemas Telemáticos
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