An Adaptive System for Home Monitoring Using a Multiagent Classification of Patterns
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 multiage...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2008-01-01
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| Series: | International Journal of Telemedicine and Applications |
| Online Access: | http://dx.doi.org/10.1155/2008/136054 |
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| _version_ | 1832553440001130496 |
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| author | Ali Rammal Sylvie Trouilhet Nicolas Singer Jean-Marie Pécatte |
| author_facet | Ali Rammal Sylvie Trouilhet Nicolas Singer Jean-Marie Pécatte |
| author_sort | Ali Rammal |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-f9ae1b34f4824305a802cf6ee9a44b0c |
| institution | Kabale University |
| issn | 1687-6415 1687-6423 |
| language | English |
| publishDate | 2008-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Telemedicine and Applications |
| spelling | doaj-art-f9ae1b34f4824305a802cf6ee9a44b0c2025-02-03T05:54:02ZengWileyInternational Journal of Telemedicine and Applications1687-64151687-64232008-01-01200810.1155/2008/136054136054An Adaptive System for Home Monitoring Using a Multiagent Classification of PatternsAli Rammal0Sylvie Trouilhet1Nicolas Singer2Jean-Marie Pécatte3IRIT-Centre Universitaire de information et d' Recherche (CUFR) Jean-François Champollion, site de Castres, Avenue Georges Pompidou, 81100 Castres, FranceIRIT, Université Paul Sabatier (UPS), site de Castres, Avenue Georges Pompidou, 81100 Castres, FranceIRIT-Centre Universitaire de information et d' Recherche (CUFR) Jean-François Champollion, site de Castres, Avenue Georges Pompidou, 81100 Castres, FranceIRIT, Université Paul Sabatier (UPS), site de Castres, Avenue Georges Pompidou, 81100 Castres, FranceThis 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.http://dx.doi.org/10.1155/2008/136054 |
| spellingShingle | Ali Rammal Sylvie Trouilhet Nicolas Singer Jean-Marie Pécatte An Adaptive System for Home Monitoring Using a Multiagent Classification of Patterns International Journal of Telemedicine and Applications |
| title | An Adaptive System for Home Monitoring Using a Multiagent Classification of Patterns |
| title_full | An Adaptive System for Home Monitoring Using a Multiagent Classification of Patterns |
| title_fullStr | An Adaptive System for Home Monitoring Using a Multiagent Classification of Patterns |
| title_full_unstemmed | An Adaptive System for Home Monitoring Using a Multiagent Classification of Patterns |
| title_short | An Adaptive System for Home Monitoring Using a Multiagent Classification of Patterns |
| title_sort | adaptive system for home monitoring using a multiagent classification of patterns |
| url | http://dx.doi.org/10.1155/2008/136054 |
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