2014 · 78 citations · 22 references
ComputingGeographyVisualizationCartographyGeovisualizationInteractive VisualizationAnnotation In VisualizationCartographic RepresentationCartographic VisualizationGeographic VisualizationGeospatial Data VisualizationInteractive MappingAnnotated VisualizationAnnotation Quality AssessmentInteractive Geospatial VisualizationInteractive Map VisualizationInteractive Thematic MappingInteractive Thematic MapsText Mining VisualizationTrend Comparison
Interactive visualizations add rich, data-based context to online news articles. Geographic maps are currently the most prevalent form of these visualizations. Unfortunately, designers capable of producing high-quality, customized geovisualizations are scarce. We present NewsViews, a novel automated news visualization system that generates interactive, annotated maps without requiring professional designers. NewsViews' maps support trend identification and data comparisons relevant to a given news article. The NewsViews system leverages text mining to identify key concepts and locations discussed in articles (as well as potential annotations), an extensive repository of 'found' databases, and techniques adapted from cartography to identify and create visually 'interesting' thematic maps. In this work, we develop and evaluate key criteria in automatic, annotated, map generation and experimentally validate the key features for successful representations (e.g., relevance to context, variable selection, 'interestingness' of representation and annotation quality).
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Michael Cafarella, Alon Halevy, Daisy Zhe Wang et al. · Proceedings of the VLDB Endowment · 2008 · 634 citations