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Context-aware environments: from specification to implementation

delete2007-10-18
delete21
PRE
AI
P
Patrick Reignier *
D
Dominique Vaufreydaz
J
James L. Crowley
J
Jérôme Maisonnasse
DOI:10.1111/j.1468-0394.2007.00436.xdelete
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摘要

摘要

En 中文
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.
Keyword:
context recognition
Petri nets
hidden Markov models
automatic cameraman
interaction group detection
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Expert Systems 封面图
Expert Systems
IF:
2.3
论文数:
2.5K
被引数:
3.8K

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