2014 · 81 citations · 8 references
ComputingUrban StudiesVisualizationData VisualizationInformation VisualizationSocial Media AnalyticsEvent DetectionGeographic VisualizationGeovisual AnalyticsMedia GeographiesSocial MediaTrend DetectionGeolocated Social MediaReal-time GeovisualizationSocial Media Event DetectionSocial Media GeographiesSocial Media PlatformsSpatial-temporal Trend AnalysisTime Series Trend AnalysisUrban Activity Visualization
With the increasing volume of location-annotated content from various social media platforms like Twitter, Instagram and Foursquare, we now have real-time access to people's daily documentation of local activities, interests and attention. In this demo paper, we present CityBeat, a real-time visualization of hyper-local social media content for cities. The main objective of CityBeat is to provide users -- with a specific focus on journalists -- with information about the city's ongoings, and alert them to unusual activities. The system collects a stream of geo-tagged photos as input, uses time series analysis and classification techniques to detect hyper-local events, and compute trends and statistics. The demo includes a visualization of this information that is designed to be installed on a large-screen in a newsroom, as an ambient display.
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Takeshi Sakaki, Makoto Okazaki, Yutaka Matsuo · 2010 · 3.7K citations
Natural Sciences, Data Science, Natural Language Processing +14
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