Urban environments are increasingly invaded by devices that acquire sensor information and pave the way for innovative forms of context awareness. Collecting knowledge from loosely-structured data streams and reasoning about changes are two key elements of the process. This paper illustrates a possible way to combine these two elements in a coordinated way. We make use of a recently-developed framework for classifying data streams with service-oriented, reconfigurable components. Furthermore, we embed the KnowLang Reasoner, allowing logical and statistical reasoning on the acquired knowledge aiming to achieve self-adaptation.

Reasoning on data streams: An approach to adaptation in pervasive systems / Bicocchi, N.; Vassev, E.; Zambonelli, F.; Hinchey, M.. - 144(2015), pp. 23-32. ((Intervento presentato al convegno International Conference on Nature of Computation and Communication, ICTCC 2014 tenutosi a vnm nel 2014.

Reasoning on data streams: An approach to adaptation in pervasive systems

Bicocchi N.;Zambonelli F.;
2015

Abstract

Urban environments are increasingly invaded by devices that acquire sensor information and pave the way for innovative forms of context awareness. Collecting knowledge from loosely-structured data streams and reasoning about changes are two key elements of the process. This paper illustrates a possible way to combine these two elements in a coordinated way. We make use of a recently-developed framework for classifying data streams with service-oriented, reconfigurable components. Furthermore, we embed the KnowLang Reasoner, allowing logical and statistical reasoning on the acquired knowledge aiming to achieve self-adaptation.
International Conference on Nature of Computation and Communication, ICTCC 2014
vnm
2014
144
23
32
Bicocchi, N.; Vassev, E.; Zambonelli, F.; Hinchey, M.
Reasoning on data streams: An approach to adaptation in pervasive systems / Bicocchi, N.; Vassev, E.; Zambonelli, F.; Hinchey, M.. - 144(2015), pp. 23-32. ((Intervento presentato al convegno International Conference on Nature of Computation and Communication, ICTCC 2014 tenutosi a vnm nel 2014.
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11380/1222893
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