Single activity sensor-based ensemble analysis for health monitoring of solitary elderly people

Expert Systems with Applications

Volumn 39, Issue 5, 2012, Pages 5774-5783

  Kwon, Ohbyung ^a   Shim, Jae Moon ^a   Lim, Geunchan ^b  

^a Kyung Hee University   (South Korea)

^b Ministry of Health and Welfare   (South Korea)

Author keywords

Activity context; Elderly; Model based reasoning; Remote health monitoring

Indexed keywords

ACTIVITY-BASED; ELDERLY; ELDERLY PEOPLE; HEALTH CONDITION; HEALTH MONITORING; KOREAN GOVERNMENT; MANAGEMENT SYSTEMS; MODEL-BASED METHOD; MODEL-BASED REASONING; MULTI AGENT; MULTIPLE REGRESSIONS; PUBLIC HEALTH; REASONING METHODS; REMOTE SERVERS;

INFORMATION MANAGEMENT;

HEALTH;

EID: 84855907294     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.11.090     Document Type: Article

References (20)

1. F. Axisa, P.M. Schmitt, C. Gehin, G. Delhomme, E. McAdams, and A. Dittmar Flexible technologies and smart clothing for citizen medicine, home healthcare, and disease prevention IEEE Transactions on Information Technology in Biomedicine 9 3 2005 235 336
2. M.J. Brennan, and E.S. Schwartz Evaluating natural resources investments Journal of Business 58 1985 135 157
3. M. Chan, H. Bocquet, E. Campo, T. Val, D. Estve, and J. Pous Multisensor system and artificial intelligence in housing for the elderly Studies in Health Technology and Informatics 48 1998 145 149
4. M. Chan, E. Campo, E. Laval, and D. Esteve Validation of a remote monitoring system for the elderly: Application to mobility measurements Technology and Health Care 10 2002 391 399
5. Finking, G. (2008). The European Ambient Assisted Living Innovation Alliance, Newsletter Preface, 1, Department of Innovation Europe, Berlin.
6. Ipina, D. L. (2001). An ECA rule-matching service for simpler development of reactive applications. In Proceedings of the Middleware 2001 at IEEE Distributed Systems 2(7).
7. Kang, D. O.; Kang, K.; Lee, H. J.; Ko, E. J.; & Lee.; J. (2010). A systematic design tool of context aware system for ubiquitous healthcare service in a smart home. In Proceedings of the 7th IEEE Conference on Consumer Communications and Networking, Nevada, pp. 476-480.
8. Kim, J.; Choi, H.S.; Wang, H.; Agoulmine, N.; Deen, M. J.; & Hong, J. W. (2010). POSTECH's u-health smart home for elderly monitoring and support. In Second International Workshop on Interdisciplinary Research on E-Health Services and Systems (IREHSS 2010), Montreal.
9. Noury, N. & Rumeau, P. (2006). Ambient multi-perceptive system for residential health monitoring based on electronic mailings. In Proceedings of the HEALTHCOM 2006, PP. 95-100.
10. Shin, H.; Chung, G. S.; Kim, K. K.; Kim, J. S.; Hwang, B. S.; & Park, K. S. (2007). Ubiquitous house and unconstrained monitoring devices for home healthcare systems. In Proceedings of the 6th International Special Topic Conference on ITAB, Tokyo, pp. 201-204.
11. Si, H.; Kawahara, Y.; Morikawa, H.; & Aoyama, T. (2005). Stochastic approach for creating dynamic context-aware services in smart home environment. In Proceedings of the Pervasive Conference, Munich, Germany.
12. Tapia, E. M. (2004). Activity recognition in the home using simple and ubiquitous sensors. In Proceedings of the Pervasive Conference, pp. 158-175.
13. UbiSense project (2010). http://www.doc.ic.ac.uk/vip/ubisense/home/home. html.
14. T. Yamazaki Elderly people supporting experiment in a real-life environment C. Nugent, J.C. Augosto, Smart Homes and Beyond 2006 IOS Press 149 156
15. N. Ferdous, N. Eluru, C. Bhat, and I. Meloni A multivariate ordered-response model system for adults' weekday activity episode generation by activity purpose and social context Transportation Research: Part B 44 8/9 2010 922 943
16. T.L. McKenzie, J.F. Sallis, and P.R. Nader SOFIT: System for observing fitness instruction time Journal of Teaching in Physical Education 11 1991 195 205
17. T.L. McKenzie, D.A. Cohen, A. Sehgal, S. Willianson, and D. Golinelli System for observation play and recreation in communities (SOPARC): Reliability and feasibility measures Journal of Physical Activity and Health 1 2006 203 217
18. B.P. McCormick, G.C. Frey, C.T. Lee, T. Gajic, B. Stamatovic-Gajic, and M. Maksimovic A pilot examination of social context and everyday physical activity among adults receiving community mental health services Acta Psychiatrica Scandinavica 119 3 2009 243 247
19. S. Hattori, T. Tezuka, and K. Tanaka Activity-based query refinement for context-aware information retrieval Lecture Notes in Computer Science 2680 2006 164 177
20. J. Rasku A method for the classification of corrective activity in context dependent postural controlling tasks Computers in Biology and Medicine 39 10 2009 940 945