Monitoring and Modeling Simple Everyday Activities of the Elderly at Home

作者: George Papamatthaiakis , George C. Polyzos , George Xylomenos

DOI: 10.1109/CCNC.2010.5421717

关键词:

摘要: We present our work on a sensor-based smart system automatically trained to recognize the activities of individuals in their home. In this paper we and analyze method for recognizing indoor everyday monitored individual. This is based data mining technique association rules Allen's temporal relations. Our experimental results show that many (but not all) activities, produces recognition accuracy nearly 100%, contrast other methods classifiers. The proposed accurate, very flexible adaptable dynamic environment such as "Smart Home" believe it deserves further attention.

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James F. Allen, George Ferguson, Actions and Events in Interval Temporal Logic Journal of Logic and Computation. ,vol. 4, pp. 531- 579 ,(1994) , 10.1007/978-0-585-28322-7_7