Towards Smart Notifications - An Adaptive Approach Using Smart Devices

Tipo de publicación: Book Chapter

Publicado en: Ubiquitous Computing and Ambient Intelligence

Autores
  • López, Gustavo
  • Guzmán, Marcelo
  • Marín, Gabriela
  • Guerrero, Luis A.
  • García, Carmelo R.
  • Caballero-Gil, Pino
  • Burmester, Mike
  • Quesada-Arencibia, Alexis

Investigadores del CITIC asociados a la publicación
Gustavo López Herrera
Gabriela Marín Raventós
Luis Alberto Guerrero Blanco

Proyecto asociado a la publicación
Potenciando el awareness en trabajos colaborativos mediante la incorporación de interfaces no tradicionales como mecanismos de interacción

Palabras claves
  • Ambient intelligence
  • Human perception
  • Information overload
  • Personalized notification management
  • Rule-based decision making
  • Smart devices
  • User awareness
Resumen

The use of smart devices is increasing rapidly; this trend is changing the paradigm in which notifications are delivered to users. Smart devices are important to provide user awareness. However, their use must be controlled and human perception should be considered to avoid information overload. In this paper, we present a dynamic mechanism to coordinate the distribution of notification across smart devices. This personalized notification mechanism uses an inference engine and a set of rules to generate notification alternatives and select the “best” one. A continuous refinement approach is also used to improve notification delivery. Our system was evaluated and the baseline rules were established by 11 expert users. The main results show that in some scenarios, the notification mechanism selection converged quickly and results are promising. However, further work is required to provide not only personalized but integrated (i.e., more than one device at the time) notification management.

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Towards Smart Notifications - An Adaptive Approach Using Smart Devices