• DocumentCode
    22072
  • Title

    DimpVis: Exploring Time-varying Information Visualizations by Direct Manipulation

  • Author

    Kondo, Brittany ; Collins, Christopher M.

  • Author_Institution
    Inst. of Technol., Univ. of Ontario, Toronto, ON, Canada
  • Volume
    20
  • Issue
    12
  • fYear
    2014
  • fDate
    Dec. 31 2014
  • Firstpage
    2003
  • Lastpage
    2012
  • Abstract
    We introduce a new direct manipulation technique, DimpVis, for interacting with visual items in information visualizations to enable exploration of the time dimension. DimpVis is guided by visual hint paths which indicate how a selected data item changes through the time dimension in a visualization. Temporal navigation is controlled by manipulating any data item along its hint path. All other items are updated to reflect the new time. We demonstrate how the DimpVis technique can be designed to directly manipulate position, colour, and size in familiar visualizations such as bar charts and scatter plots, as a means for temporal navigation. We present results from a comparative evaluation, showing that the DimpVis technique was subjectively preferred and quantitatively competitive with the traditional time slider, and significantly faster than small multiples for a variety of tasks.
  • Keywords
    data visualisation; DimpVis technique; data item manipulation; direct manipulation; temporal navigation; time dimension; time-varying information visualizations; visual hint paths; Data visualization; Image color analysis; Market research; Motion segmentation; Time-varying systems; Trajectory; Time navigation; direct manipulation; information visualization;
  • fLanguage
    English
  • Journal_Title
    Visualization and Computer Graphics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1077-2626
  • Type

    jour

  • DOI
    10.1109/TVCG.2014.2346250
  • Filename
    6875985