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Technological Approach for Behavior Change Detection toward Better Adaptation of Services for Elderly People

Abstract : Aging process is associated with behavior change and continuous decline in physical and cognitive abilities. Therefore, early detection of behavior change is major enabler for providing adapted services to elderly people. Today, different psychogeriatric methods target behavior change detection. However, these methods require presence of caregivers and manual analysis. In this paper, we present our technological approach for early behavior change detection. It consists in monitoring and analyzing individual activities using pervasive sensors, as well as detecting possible changes in early stages of their evolution. We also present a first validation of the approach with real data from nursing home deployment.
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https://hal-lirmm.ccsd.cnrs.fr/lirmm-03131260
Contributor : Isabelle Gouat <>
Submitted on : Thursday, February 4, 2021 - 11:15:56 AM
Last modification on : Thursday, April 8, 2021 - 11:52:03 AM
Long-term archiving on: : Wednesday, May 5, 2021 - 6:23:27 PM

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Firas Kaddachi, Hamdi Aloulou, Bessam Abdulrazak, Joaquim Bellmunt, Romain Endelin, et al.. Technological Approach for Behavior Change Detection toward Better Adaptation of Services for Elderly People. 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), Feb 2017, Porto, Portugal. pp.96-105, ⟨10.5220/0006145100960105⟩. ⟨lirmm-03131260⟩

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