An Adaptive System for Home Monitoring Using a Multiagent Classification of Patterns
Joint Authors
Singer, Nicolas
Rammal, Ali
Trouilhet, Sylvie
Pécatte, Jean-Marie
Source
International Journal of Telemedicine and Applications
Issue
Vol. 2008, Issue 2008 (31 Dec. 2008), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2008-04-03
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
This research takes place in the S(MA)2D project which proposes software architecture to monitor elderly people in their own homes.
We want to build patterns dynamically from data about activity, movements, and physiological information of the monitored people.
To achieve that, we propose a multiagent method of classification: every agent has a simple know-how of classification.
Data generated at this local level are communicated and adjusted between agents to obtain a set of patterns.
The patterns are used at a personal level, for example to raise an alert, but also to evaluate global risks (epidemic, heat wave).
These data are dynamic; the system has to maintain the built patterns and has to create new patterns.
So, the system is adaptive and can be spread on a large scale.
American Psychological Association (APA)
Rammal, Ali& Trouilhet, Sylvie& Singer, Nicolas& Pécatte, Jean-Marie. 2008. An Adaptive System for Home Monitoring Using a Multiagent Classification of Patterns. International Journal of Telemedicine and Applications،Vol. 2008, no. 2008, pp.1-8.
https://search.emarefa.net/detail/BIM-987956
Modern Language Association (MLA)
Rammal, Ali…[et al.]. An Adaptive System for Home Monitoring Using a Multiagent Classification of Patterns. International Journal of Telemedicine and Applications No. 2008 (2008), pp.1-8.
https://search.emarefa.net/detail/BIM-987956
American Medical Association (AMA)
Rammal, Ali& Trouilhet, Sylvie& Singer, Nicolas& Pécatte, Jean-Marie. An Adaptive System for Home Monitoring Using a Multiagent Classification of Patterns. International Journal of Telemedicine and Applications. 2008. Vol. 2008, no. 2008, pp.1-8.
https://search.emarefa.net/detail/BIM-987956
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-987956