Urban environments are increasingly pervaded by ICT devices. Soon, citizens and technologies could collaboratively constitute large-scale socio-technical organisms supporting both individual and collective awareness. This paper illustrates a modern awareness framework designed to deal with the complexity of this scenario. The framework is able to collect and classify data streams in a modular way by supporting service oriented, reconfigurable components. Furthermore, we evaluate an innovative meta-classifcation scheme based on state-automata for (i) improving energy efficiency, (ii) improving classification accuracy and (iii) improving software engineering of aware systems, without affecting the overall performance.

A Self-Reconfigurable Framework for Context Awareness / Bicocchi, Nicola; Fontana, Damiano; Zambonelli, Franco. - ELETTRONICO. - (2014), pp. 1-7. (Intervento presentato al convegno IEEE Symposium on Computers and Communication tenutosi a Funchal, Madeira, Portugal nel 23-26 June) [10.1109/ISCC.2014.6912485].

A Self-Reconfigurable Framework for Context Awareness

BICOCCHI, Nicola;FONTANA, Damiano;ZAMBONELLI, Franco
2014

Abstract

Urban environments are increasingly pervaded by ICT devices. Soon, citizens and technologies could collaboratively constitute large-scale socio-technical organisms supporting both individual and collective awareness. This paper illustrates a modern awareness framework designed to deal with the complexity of this scenario. The framework is able to collect and classify data streams in a modular way by supporting service oriented, reconfigurable components. Furthermore, we evaluate an innovative meta-classifcation scheme based on state-automata for (i) improving energy efficiency, (ii) improving classification accuracy and (iii) improving software engineering of aware systems, without affecting the overall performance.
2014
IEEE Symposium on Computers and Communication
Funchal, Madeira, Portugal
23-26 June
1
7
Bicocchi, Nicola; Fontana, Damiano; Zambonelli, Franco
A Self-Reconfigurable Framework for Context Awareness / Bicocchi, Nicola; Fontana, Damiano; Zambonelli, Franco. - ELETTRONICO. - (2014), pp. 1-7. (Intervento presentato al convegno IEEE Symposium on Computers and Communication tenutosi a Funchal, Madeira, Portugal nel 23-26 June) [10.1109/ISCC.2014.6912485].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/1061080
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