AAAI Publications, Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence

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A Multiagent Approach to Personalization and Assistance to Multiple Persons in a Smart Home
Sylvain Giroux, Matthieu Castebrunet, Olivier Boissier, Vincent Rialle

Last modified: 2014-06-18

Abstract


Localization, personalization, activity recognition, and cognitive assistance are key issues in research on smart homes for cognitively impaired people. Most of the current solutions rely on the presence of solely one person in the residence. To actively consider the interaction of the smart home inhabitant with their caregivers, nurses, doctors and people sharing their home, this paper proposes a multi-agent approach to transparently locate, identify, and ease the collaboration between distributed personalization and assistance services. Based on Bayesian filtering localization using anonymous sensors, the multiperson localization process provides information on each occupant presence, incoming and outgoing. This information is then used for personalization and assistance.

Keywords


Ambient intelligence, smart homes, cognitive assistance, multiagent systems.

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