Dem@Home: Ambient Monitoring and Clinical Support for People Living with Dementia

详细信息    查看全文

• 关键词：Ambient assisted living ; Sensors ; Semantic web ; Ontologies ; Reasoning ; Context ; awareness ; Dementia
• 刊名：Lecture Notes in Computer Science
• 出版年：2016
• 出版时间：2016
• 年：2016
• 卷：9989
• 期：1
• 页码：26-29
• 全文大小：782 KB
• 参考文献：1.Prince, M., Wimo, A., Guerchet, M., Ali, G., Wu, Y.T., Prina, M.: World Alzheimer Report 2015: The global impact of dementia. An analysis of prevalence, incidence, cost and trends. Alzheimer’s Disease International, London (2015)
  2.Kerssens, C., Kumar, R., Adams, A.E., Knott, C.C., Matalenas, L., Sanford, J.A., Rogers, W.A.: Personalized technology to support older adults with and without cognitive impairment living at home. Am. J. Alzheimers Dis. Other Demen. 30, 85–97 (2015). doi:10.​1177/​1533317514568338​ CrossRef
  3.Dawadi, P.N., Cook, D.J., Schmitter-Edgecombe, M., Parsey, C.: Automated assessment of cognitive health using smart home technologies. Technol. Health Care Off. J. Eur. Soc Eng. Med. 21, 323 (2013)
  4.Okeyo, G., Chen, L., Wang, H., Sterritt, R.: Dynamic sensor data segmentation for real-time knowledge-driven activity recognition. Pervasive Mob. Comput. 10, 155–172 (2014)CrossRef
  5.Riboni, D., Pareschi, L., Radaelli, L., Bettini, C.: Is ontology-based activity recognition really effective? In: Pervasive Computing and Communications Workshops, pp. 427–431. IEEE (2011)
  6.Patkos, T., Chrysakis, I., Bikakis, A., Plexousakis, D., Antoniou, G.: A reasoning framework for ambient intelligence. In: Konstantopoulos, S., Perantonis, S., Karkaletsis, V., Spyropoulos, C.D., Vouros, G. (eds.) SETN 2010. LNCS, vol. 6040, pp. 213–222. Springer, Heidelberg (2010)CrossRef
  7.Stavropoulos, T.G., Meditskos, G., Kontopoulos, E., Kompatsiaris, I.: The DemaWare Service-Oriented AAL Platform for People with Dementia⋆. In: Artificial Intelligence and Assistive Medicine (AI-AM/NetMed 2014), November 2014
  8.Avgerinakis, K., Briassouli, A., Kompatsiaris, I.: Recognition of activities of daily living for smart home environments. In: 2013 9th International Conference on Intelligent Environments (IE), pp. 173–180. IEEE (2013)
  
• 作者单位：Thanos G. Stavropoulos (19)
  Georgios Meditskos (19)
  Thodoris Tsompanidis (19)
  Stelios Andreadis (19)
  Ioannis Kompatsiaris (19)
  
  19. Information Technologies Institute, Center for Research and Technologies - Hellas, Thessaloniki, Greece
  
• 丛书名：The Semantic Web
• ISBN：978-3-319-47602-5
• 刊物类别：Computer Science
• 刊物主题：Artificial Intelligence and Robotics
  Computer Communication Networks
  Software Engineering
  Data Encryption
  Database Management
  Computation by Abstract Devices
  Algorithm Analysis and Problem Complexity
  
• 出版者：Springer Berlin / Heidelberg
• ISSN：1611-3349
• 卷排序：9989

文摘

Dem@Home is an Ambient Assisted Living framework to support intelligent dementia care, by integrating a variety of ambient and wearable sensors together with sophisticated, interdisciplinary methods, such as image and semantic analysis. Semantic Web technologies, such as OWL, are used to represent sensor observations and application domain specifics as well as to implement hybrid activity recognition and problem detection solutions. Complete with tailored user interfaces, Dem@Home supports accurate monitoring of multiple aspects, such as physical activity, sleep, complex daily activities and problems, leading to adaptive interventions for the optimal care of dementia, validated in four home pilots.