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.
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].
File in questo prodotto:
File Dimensione Formato  
lnicst.pdf

accesso aperto

Tipologia: Pre-print dell'autore (bozza pre referaggio)
Dimensione 472.76 kB
Formato Adobe PDF
472.76 kB Adobe PDF Visualizza/Apri
Pubblicazioni consigliate

Caricamento pubblicazioni consigliate

Licenza Creative Commons
I metadati presenti in IRIS UNIMORE sono rilasciati con licenza Creative Commons CC0 1.0 Universal, mentre i file delle pubblicazioni sono rilasciati con licenza Attribuzione 4.0 Internazionale (CC BY 4.0), salvo diversa indicazione.
In caso di violazione di copyright, contattare Supporto Iris

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/1061080
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 8
  • ???jsp.display-item.citation.isi??? ND
social impact