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A self-adaptive system for improving autonomy and public spaces accessibility for elderly

Triki, Sameh and Hanachi, Chihab A self-adaptive system for improving autonomy and public spaces accessibility for elderly. (2017) In: KES International Conference (KES-AMSTA 2017), 21 June 2017 - 23 June 2017 (Vilamoura, Portugal).

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Official URL: https://doi.org/10.1007/978-3-319-59394-4_6

Abstract

Nowadays, there is an increasing need to provide a safe and independent living for cognitively deficient population. Notably, we have to improve seniors' autonomy and their public spaces accessibility. Giving these observations, the aim of this paper is to provide a personalized adaptive assisting system for elderly. More precisely, this paper presents the specification and implementation of a self-organizing multi-agent system able to abstract the different distributed components involved in user's environment. This system is able to detect different possible situations that a user could face in his daily outdoors activities and propose accordingly appropriate actions. This system not only learns user's habits from its perceptions but also improves its recommendations thanks to feedbacks provided by stakeholders (family, doctors, ...) following a reinforcement learning reasoning. Finally, we present our system evaluation specially its learning capabilities through different scenarios that have been generated automatically.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in volume 74 of Smart Innovation, Systems and Technologies book series - SIST. ISBN 978-3-319-59393-7 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-319-59394-4_6
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Laboratory name:
Funders:
Région Occitanie - Midi-Pyrénées (France) - IRIT : Institut de Recherche en Informatique de Toulouse (France)
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Deposited On:19 Jun 2020 09:26

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