1. PROACTIVIDAD Y CONTEXTUALIZACIÓN: FUTURO DEL DISEÑO DE SISTEMAS RECOMENDADORES.
- Author
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Gallego-Vico, Daniel, Fumero-Reverón, Antonio, and Huecas-Fernández-Toribio, Gabriel
- Subjects
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CONTEXT-aware computing , *RECOMMENDER systems , *TECHNOLOGY & society , *PERSONAL learning networks , *SCHOOL environment - 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]
- Published
- 2013
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