Skip to main content

A Virtual Caregiver for Assisted Daily Living of Pre-frail Users

  • Conference paper
  • First Online:
KI 2020: Advances in Artificial Intelligence (KI 2020)

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.

Supported by the MoveCare Project (ID 732158), funded by the European Commission under the H2020 Framework. Programme H2020-ICT-26b-2016.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    http://www.giraff.org/.

  2. 2.

    http://mqtt.org/.

References

  1. 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)

    Google Scholar 

  2. 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

    Chapter  Google Scholar 

  3. 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)

    Article  Google Scholar 

  4. 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)

    Article  Google Scholar 

  5. European Commission: Population aging in Europe: facts, implications, and policies (2014)

    Google Scholar 

  6. 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

    Article  Google Scholar 

  7. Hossain, M.A., Ahmed, D.T.: Virtual Caregiver: an ambient-aware elderly monitoring system. IEEE Trans. Inf. Technol. Biomed. 16(6), 1024–1031 (2012)

    Article  Google Scholar 

  8. 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)

    Google Scholar 

  9. 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)

    Google Scholar 

  10. 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)

    Google Scholar 

  11. 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)

    Google Scholar 

  12. 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)

    Article  Google Scholar 

  13. 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)

    Article  MATH  Google Scholar 

  14. 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)

    Article  Google Scholar 

  15. Tang, P., Venables, T.: ‘Smart’ homes and telecare for independent living. J. Telemed. Telecare 6(1), 8–14 (2000)

    Article  Google Scholar 

  16. 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)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jennifer Renoux .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

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

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-58285-2_13

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-58284-5

  • Online ISBN: 978-3-030-58285-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics