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PROACTIVIDAD Y CONTEXTUALIZACIÓN: FUTURO DEL DISEÑO DE SISTEMAS RECOMENDADORES.
- Source :
-
El Profesional de la Información . ene/feb2013, Vol. 22 Issue 1, p19-25. 7p. 1 Diagram. - Publication Year :
- 2013
-
Abstract
- In the current techno-social environment the importance of providing personalized content for users of social platforms, continually adapting to their needs, is key to the success of the existing platforms. Recommender systems play a crucial role in this regard, but in many cases the level of customization provided is not enough. This article discusses two key aspects related to the development of recommender systems: proactivity and context-awareness. We propose a theoretical reference model for the creation of proactive recommender systems based on context-awareness information. In addition, we check its feasibility in two real-world scenarios where the model has been successfully implemented: banking and personal learning networks. Finally, future courses of action following the contributions proposed are highlighted, with special attention to potential applications in educational environments. [ABSTRACT FROM AUTHOR]
Details
- Language :
- Spanish
- ISSN :
- 13866710
- Volume :
- 22
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- El Profesional de la Información
- Publication Type :
- Academic Journal
- Accession number :
- 92774923
- Full Text :
- https://doi.org/10.3145/epi.2013.ene.03