Abstract
With growing aging population around the world, there is urgent need of effective solution to improve the quality of life of demented elderly. In order to provide real-time monitoring and timely assistance to elderly in their home settings, we designed and developed a system employing model-based scenario verification, sensing-assisted activity recognition and semantic service reasoning. In this paper, we present the results achieved and lessons learned from conducting clinical trials with our developed solution at a dementia hostel. From trial data analysis, we could determine good system performance but no concrete evidences obtained on how the daily care operations and quality can be improved. Especially, we gained technical experiences and learned usability issues from end-user perspectives that could lead to designing and developing better elderly care solutions in near future.
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References
Haan, M.N., Wallace, R.: Can Dementia be Prevented? Brain aging in a Population-based Context. Annual Review of Public Health 25, 1–24 (2004)
Bharucha, A.J., et al.: Intelligent Assistive Technology Applications to Dementia Care: Current Capabilities, Limitations and Future Challenges. American Journal Geriatric Psychiatry 17(2), 88–104 (2009)
Carswell, W., et al.: A Review of the Role of Assistive Technology for People with Dementia in the Hours of Darkness. Technology and Healthcare 17(4), 281–304 (2009)
Reichman, A., Zwiling, M.: The architecture of ambient assisted living system. In: 2011 IEEE International Conference on Microwaves, Communications, Antennas and Electronics Systems (COMCAS), pp. 1–4 (2011)
Taub, D.M.: The Escort System: A Safety Monitor for People Living with Alzheimer’s Disease. IEEE Pervasive Computing 10(2), 68–77 (2011)
Nefti, S., et al.: Cognitive Agent based Intelligent Warning System to Monitor Patients Suffering from Dementia using Ambient Assistive Living. In: Int. Conf. on Information Society, pp. 92–97 (2010)
Nikamalfard, H., et al.: Knowledge discovery from activity monitoring to support independent living of people with early dementia. In: Proc. of IEEE-EMBS Conf. on Biomedical and Health Informatics, pp. 910–913 (2012)
Biswas, J., Mokhtari, M., Dong, J.S., Yap, P.: Mild dementia care at home - integrating activity monitoring, user interface plasticity and scenario verification. In: Lee, Y., Bien, Z.Z., Mokhtari, M., Kim, J.T., Park, M., Kim, J., Lee, H., Khalil, I. (eds.) ICOST 2010. LNCS, vol. 6159, pp. 160–170. Springer, Heidelberg (2010)
Lee, C., Nordstedt, D., Helal, S.: Enabling Smart Space with OSGi. IEEE Pervasive Computing 2(3), 89–94 (2003)
Sun, J., Liu, Y., Dong, J.S., Pang, J.: PAT: Towards Flexible Verification under Fairness. In: Bouajjani, A., Maler, O. (eds.) CAV 2009. LNCS, vol. 5643, pp. 709–714. Springer, Heidelberg (2009)
Davis, R., Howard, S., Peter, S.: What is Knowledge Representation? AI Magazine 14(1), 17–33 (1993)
Tiberghien, T., Mokhtari, M., Aloulou, H., Biswas, J.: Semantic Reasoning in Context-Aware Assistive Environments to Support Ageing with Dementia. In: Cudré-Mauroux, P., Heflin, J., Sirin, E., Tudorache, T., Euzenat, J., Hauswirth, M., Parreira, J.X., Hendler, J., Schreiber, G., Bernstein, A., Blomqvist, E. (eds.) ISWC 2012, Part II. LNCS, vol. 7650, pp. 212–227. Springer, Heidelberg (2012)
O’Neill, S.A., et al.: Assessing Task Compliance Following Reminders. In: Proc. of Int. Conf on IEEE EMBS, pp. 5295–5298 (2011)
Chen, D., Yang, J., Wactlar, H.D.: Towards Automatic Analysis of Social Interaction Patterns in a Nursing Home Environment from Video. In: Proc. of ACM Multimedia, pp. 283–290 (2004)
Settles, B.: Active learning literature survey. Computer Sciences Technical Report 1648, University of Wisconsin–Madison (2010)
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Wai, A.A.P. et al. (2013). Challenges, Experiences and Lessons Learned from Deploying Patient Monitoring and Assistance System at Dementia Care Hostel. In: Biswas, J., Kobayashi, H., Wong, L., Abdulrazak, B., Mokhtari, M. (eds) Inclusive Society: Health and Wellbeing in the Community, and Care at Home. ICOST 2013. Lecture Notes in Computer Science, vol 7910. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39470-6_38
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DOI: https://doi.org/10.1007/978-3-642-39470-6_38
Publisher Name: Springer, Berlin, Heidelberg
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