A Focus + Context Technique for Visualizing a Document Collection

HICSS '12 Proceedings of the 2012 45th Hawaii International Conference on System Sciences(2012)

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摘要
Investigative analysts need overviews of large amounts of data, which is a challenge when working with non-numerical data such as document collections. We present Semantic Zoom View (SZV), an interactive document collection visualization implemented as part of the CZSaw visual analytics system. SZV uses a focus + context technique to provide an overview with details on demand through interactive semantic zooming. SZV lets an analyst easily and quickly see the main topics of a document collection while keeping surrounding documents visible for context. Working within a single integrated visualization, an analyst can also quickly find related documents and break a large document collection into smaller meaningful groups. SZV's focus + context technique was compared to an overview + detail version for finding answers within a document collection and results indicated its strength for maintaining visibility of a full overview when document contents are accessed.
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关键词
document collection,interactive semantic zooming,semantic zoom view,large document collection,semantic zoom,document contents,document collection visualization,data visualisation,visual analytics,context technique,interactive document collection visualization,large amount,non-numerical data,focus technique,document content,szv,interactive systems,czsaw visual analytics system,full overview,investigative analyst,document handling,focus + context,nonnumerical data,single integrated visualization,data visualization,semantics,algorithm design and analysis,text analysis,clustering algorithms,layout,algorithm design
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