• DocumentCode
    1365713
  • Title

    Evaluation of Traditional, Orthogonal, and Radial Tree Diagrams by an Eye Tracking Study

  • Author

    Burch, Michael ; Konevtsova, Natalia ; Heinrich, Julian ; Hoeferlin, M. ; Weiskopf, Daniel

  • Author_Institution
    VISUS, Univ. of Stuttgart, Germany
  • Volume
    17
  • Issue
    12
  • fYear
    2011
  • Firstpage
    2440
  • Lastpage
    2448
  • Abstract
    Node-link diagrams are an effective and popular visualization approach for depicting hierarchical structures and for showing parent-child relationships. In this paper, we present the results of an eye tracking experiment investigating traditional, orthogonal, and radial node-link tree layouts as a piece of empirical basis for choosing between those layouts. Eye tracking was used to identify visual exploration behaviors of participants that were asked to solve a typical hierarchy exploration task by inspecting a static tree diagram: finding the least common ancestor of a given set of marked leaf nodes. To uncover exploration strategies, we examined fixation points, duration, and saccades of participants´ gaze trajectories. For the non-radial diagrams, we additionally investigated the effect of diagram orientation by switching the position of the root node to each of the four main orientations. We also recorded and analyzed correctness of answers as well as completion times in addition to the eye movement data. We found out that traditional and orthogonal tree layouts significantly outperform radial tree layouts for the given task. Furthermore, by applying trajectory analysis techniques we uncovered that participants cross-checked their task solution more often in the radial than in the non-radial layouts.
  • Keywords
    data visualisation; diagrams; trees (mathematics); diagram orientation; eye movement data; eye tracking experiment; eye tracking study; gaze trajectory; hierarchy exploration task; node-link diagrams; nonradial diagrams; nonradial layout; orthogonal diagrams; orthogonal tree layout; parent-child relationship; radial node-link tree layouts; radial tree diagrams; static tree diagram; trajectory analysis; visual exploration behavior; Analysis of variance; Data visualization; Hierarchical systems; Tracking; Trajectory; Upper bound; Hierarchy visualization; eye tracking; node-link layout; user study.; Adult; Algorithms; Computer Graphics; Eye Movement Measurements; Female; Humans; Male; Middle Aged; User-Computer Interface; Visual Perception; Young Adult;
  • fLanguage
    English
  • Journal_Title
    Visualization and Computer Graphics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1077-2626
  • Type

    jour

  • DOI
    10.1109/TVCG.2011.193
  • Filename
    6065011