An agent-based intelligent environmental monitoring system

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dc.creatorAthanasiadis, Ioannis N
dc.creatorMitkas, Pericles A
dc.date2004-07-10
dc.date.accessioned2026-07-07T03:21:33Z
dc.date.available2026-07-07T03:21:33Z
dc.descriptionFairly rapid environmental changes call for continuous surveillance and on-line decision making. There are two main areas where IT technologies can be valuable. In this paper we present a multi-agent system for monitoring and assessing air-quality attributes, which uses data coming from a meteorological station. A community of software agents is assigned to monitor and validate measurements coming from several sensors, to assess air-quality, and, finally, to fire alarms to appropriate recipients, when needed. Data mining techniques have been used for adding data-driven, customized intelligence into agents. The architecture of the developed system, its domain ontology, and typical agent interactions are presented. Finally, the deployment of a real-world test case is demonstrated.
dc.descriptionMulti-Agent Systems, Intelligent Applications, Data Mining, Inductive Agents, Air-Quality Monitoring
dc.identifierhttps://arxiv.org/abs/cs/0407024
dc.identifierhttp://arxiv.org/abs/cs/0407024
dc.identifierManagement of Environmental Quality, 15(3):238-249, May 2004
dc.identifierdoi:10.1108/14777830410531216
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/32238
dc.subjectMultiagent Systems
dc.subjectComputational Engineering, Finance, and Science
dc.titleAn agent-based intelligent environmental monitoring system
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