ComputingData ScienceInformation SystemsData MiningSocial Media AnalyticsTime Series AnalysisSocial MediaTemporal Data MiningText MiningTopic ModelingTrend AnalysisTrend DetectionData Stream MiningEarly Trend DetectionEmerging Topic DetectionReal-time ProcessingReal-time Trend MonitoringSocial Media Trend AnalysisTopic Trend AnalysisTrend Change Detection
We present TwitterMonitor, a system that performs trend detection over the Twitter stream. The system identifies emerging topics (i.e. 'trends') on Twitter in real time and provides meaningful analytics that synthesize an accurate description of each topic. Users interact with the system by ordering the identified trends using different criteria and submitting their own description for each trend.
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