Towards a feasibility-driven uncertainty-aware layered architecture for recognizing complex domestic activity

Michele Dominici 1 Bastien Pietropaoli 1 Frédéric Weis 1
1 ACES - Ambient computing and embedded systems
IRISA - Institut de Recherche en Informatique et Systèmes Aléatoires, Inria Rennes – Bretagne Atlantique
Abstract : This paper illustrates some recommended design principles for activity recognition techniques in the smart home domain. These include considerations about acceptability and feasibility and the adoption of realistic human activity models. The paper also presents the architecture of a smart home prototype that is currently under development. In this system, contextual information is obtained through successive abstractions. Mechanisms for assessing and propagating the uncertainty of the recognition process are also discussed.
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Conference papers
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https://hal.inria.fr/hal-00702171
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Submitted on : Tuesday, May 29, 2012 - 2:50:22 PM
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Michele Dominici, Bastien Pietropaoli, Frédéric Weis. Towards a feasibility-driven uncertainty-aware layered architecture for recognizing complex domestic activity. SAGAWARE 2011 : International Workshop on Situation, Activity and Goal Awareness at the 13th ACM International Conference on Ubiquitous Computing (UbiComp2011), Sep 2011, Beijing, China. pp.89-94, ⟨10.1145/2030045.2030064⟩. ⟨hal-00702171⟩

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