Abstract
As Europe sees its population aging dramatically, Assisted Daily Living for the elderly becomes a more and more important and relevant research topic. The Movecare Project focuses on this topic by integrating a robotic platform, an IoT system, and an activity center to provide assistance, suggestions of activities and transparent monitoring to users at home. In this paper, we describe the Virtual Caregiver, a software component of the Movecare platform, that is responsible for analyzing the data from the various modules and generating suggestions tailored to the user’s state and needs. A preliminary study has been carried on over 2 months with 15 users. This study suggests that the presence of the Virtual Caregiver encourages people to use the Movecare platform more consistently, which in turn could result in better monitoring and prevention of cognitive and physical decline.
Keywords
Supported by the MoveCare Project (ID 732158), funded by the European Commission under the H2020 Framework. Programme H2020-ICT-26b-2016.
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References
Adami, A., Hayes, T., Pavel, M.: Unobtrusive monitoring of sleep patterns. In: Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE Cat. No. 03CH37439), vol. 2, pp. 1360–1363. IEEE (2003)
Chimamiwa, G., Alirezaie, M., Banaee, H., Köckemann, U., Loutfi, A.: Towards habit recognition in smart homes for people with dementia. In: Chatzigiannakis, I., De Ruyter, B., Mavrommati, I. (eds.) AmI 2019. LNCS, vol. 11912, pp. 363–369. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-34255-5_29
Costa, C.R., Anido-Rifón, L.E., Fernández-Iglesias, M.J.: An open architecture to support social and health services in a smart TV environment. IEEE J. Biomed. Health Inform. 21(2), 549–560 (2017)
Debes, C., Merentitis, A., Sukhanov, S., Niessen, M., Frangiadakis, N., Bauer, A.: Monitoring activities of daily living in smart homes: understanding human behavior. IEEE Sig. Process. Mag. 33(2), 81–94 (2016)
European Commission: Population aging in Europe: facts, implications, and policies (2014)
Guidali, M., Duschau-Wicke, A., Broggi, S., Klamroth-Marganska, V., Nef, T., Riener, R.: A robotic system to train activities of daily living in a virtual environment. Med. Biol. Eng. Comput. 49(10), 1213–1223 (2011). https://doi.org/10.1007/s11517-011-0809-0
Hossain, M.A., Ahmed, D.T.: Virtual Caregiver: an ambient-aware elderly monitoring system. IEEE Trans. Inf. Technol. Biomed. 16(6), 1024–1031 (2012)
Johnson, M.J., Wisneski, K.J., Anderson, J., Nathan, D., Smith, R.O.: Development of Adler: the activities of daily living exercise robot. In: The First IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics, BioRob 2006, pp. 881–886 (2006)
Lunardini, F., et al.: Validity of digital trail making test and bells test in elderlies. In: 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), pp. 1–4. IEEE (2019)
Matsuyama, Y., Taniyama, H., Fujie, S., Kobayashi, T.: System design of group communication activator: an entertainment task for elderly care. In: 2009 4th ACM/IEEE International Conference on Human-Robot Interaction (HRI), pp. 243–244. IEEE (2009)
Montemerlo, M., Pineau, J., Roy, N., Thrun, S., Verma, V.: Experiences with a mobile robotic guide for the elderly. In: AAAI/IAAI 2002, pp. 587–592 (2002)
Petersen, R.C., Caracciolo, B., Brayne, C., Gauthier, S., Jelic, V., Fratiglioni, L.: Mild cognitive impairment: a concept in evolution. J. Intern. Med. 275(3), 214–228 (2014)
Pineau, J., Montemerlo, M., Pollack, M., Roy, N., Thrun, S.: Towards robotic assistants in nursing homes: challenges and results. Robot. Auton. Syst. 42(3–4), 271–281 (2003)
Tamura, T., et al.: Is an entertainment robot useful in the care of elderly people with severe dementia? J. Gerontol. Ser. A: Biol. Sci. Med. Sci. 59(1), M83–M85 (2004)
Tang, P., Venables, T.: ‘Smart’ homes and telecare for independent living. J. Telemed. Telecare 6(1), 8–14 (2000)
Zhou, F., Jiao, J.R., Chen, S., Zhang, D.: A case-driven ambient intelligence system for elderly in-home assistance applications. IEEE Trans. Syst. Man Cybern. Part C (Apl. Rev.) 41(2), 179–189 (2010)
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Renoux, J. et al. (2020). A Virtual Caregiver for Assisted Daily Living of Pre-frail Users. In: Schmid, U., Klügl, F., Wolter, D. (eds) KI 2020: Advances in Artificial Intelligence. KI 2020. Lecture Notes in Computer Science(), vol 12325. Springer, Cham. https://doi.org/10.1007/978-3-030-58285-2_13
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DOI: https://doi.org/10.1007/978-3-030-58285-2_13
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