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Context-aware environments: from specification to implementation

Patrick Reignier 1 Oliver Brdiczka 1 Dominique Vaufreydaz 1 James L. Crowley 1 Jérôme Maisonnasse 1
1 PRIMA - Perception, recognition and integration for observation of activity
CNRS - Centre National de la Recherche Scientifique : UMR5217, INPG - Institut National Polytechnique de Grenoble , UJF - Université Joseph Fourier - Grenoble 1, Inria Grenoble - Rhône-Alpes
Abstract : This paper deals with the problem of implementing a context model for a smart environment. The problem has already been addressed several times using many different data- or problem-driven methods. In order to separate the modelling phase from implementation, we first represent the context model by a network of situations. Then, different implementations can be automatically generated from this context model depending on user needs and underlying perceptual components. Two different implementations are proposed in this paper: a deterministic one based on Petri nets and a probabilistic one based on hidden Markov models. Both implementations are illustrated and applied to real-world problems.
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Contributor : Dominique Vaufreydaz Connect in order to contact the contributor
Submitted on : Friday, October 3, 2008 - 4:52:22 PM
Last modification on : Tuesday, October 12, 2021 - 2:38:08 PM


  • HAL Id : inria-00326612, version 1



Patrick Reignier, Oliver Brdiczka, Dominique Vaufreydaz, James L. Crowley, Jérôme Maisonnasse. Context-aware environments: from specification to implementation. Expert Systems, Wiley, 2007. ⟨inria-00326612⟩



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