Internet Research · 2013 · 57 citations · 41 references
BusinessBehavioral SciencesData ScienceData AnalyticsForecastingTime Series AnalysisData AnalysisData InterpretationEvent DetectionTime Series AnalyticsUser Behavior AnalysisBehavioral Data AnalysisOffline Change-point DetectionOffline DiagnosisOffline DiagnosticsOnline Anomaly DetectionOnline ExperimentsOnline PredictionPrediction Online
Purpose The steady increase of data on human behavior collected online holds significant research potential for social scientists. The purpose of this paper is to add a systematic discussion of different online services, their data generating processes, the offline phenomena connected to these data, and by demonstrating, in a proof of concept, a new approach for the detection of extraordinary offline phenomena by the analysis of online data.
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A Mathematical Theory of Communication
Claude E. Shannon · Bell System Technical Journal · 1948 · 80.7K citations
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Veterinary Medicine, Health Informatics, Infectious Diseases +14