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A Study on Sensor Data Mining Model and System Design
Journal: Journal of Environmental Nanotechnology (Vol.6, No. 1)Publication Date: 2017-03-31
Authors : T.P.Abhinayaa Devi; N.Ramya; R.Hemalatha;
Page : 71-74
Keywords : ;
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Abstract
Thesensordatawhichisinputtedfrom sensornetworkisastream datahavingcontinuousand infinitepropertiesandbecauseofthesepropertiesthepreviousdataminingtechniquescannotbeusedon sensordata.Applicationservicesinthesensornetworkareonlyeventalertserviceswhichdistinguishthe eventsfrom sensorsandalerttothesupervisor.Inthispaper,wedefinecontinuoussensordatamining modelanddesign.Thesystem canextractusefulknowledgeincontinuoussensordataminingusing gathereddatafromsensorinthesensornetwork.Sensordataiscategorizedintothreedatatypes,whichare simplesensordata,sensoreventdataandcontinuoussensordata.Thesensordataminingmodelsdescribe anddefineabouttheoutlieranalysis,patternanalysis,andpredictionanalysis.Afterthedefinition,we designasystemwhichcanbebasedontheminingmodelsinsensornetworkenvironment.
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