Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2004 · 75 citations · 21 references
ComputingVisualizationData VisualizationInformation VisualizationInteractive VisualizationGraph DrawingLarge Graph VisualizationTemporal Data VisualizationTemporal VisualizationTime-varying Data VisualizationInteractive Graph VisualizationInteractive Visualization InterfacesMental Map PreservationTemporal Collaboration PatternsTemporal Graph AnalysisTemporal Graph VisualizationTime-varying Graph VisualizationTimeline Visualization
We present a system for the visualization of computing literature with an emphasis on collaboration patterns, interactions between related research specialties and the evolution of these characteristics through time. Our computing literature visualization system, has four major components: A mapping of bibliographical data to relational schema coupled with an RDBMS to store the relational data, an interactive GUI that allows queries and the dynamic construction of graphs, a temporal graph layout algorithm, and an interactive visualization tool. We use a novel technique for visualization of large graphs that evolve through time. Given a dynamic graph, the layout algorithm produces two-dimensional representations of each timeslice, while preserving the mental map of the graph from one slice to the next. A combined view, with all the timeslices can also be viewed and explored. For our analysis we use data from the Association of Computing Machinery's Digital Library of Scientific Literature which contains more than one hundred thousand research papers and authors. Our system can be found online at http://tgrip.cs.arizona.edu.
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An algorithm for drawing general undirected graphs
Tomihisa Kamada, Satoru Kawai · Information Processing Letters · 1989 · 2.8K citations