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
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;
Journal_Title :
Visualization and Computer Graphics, IEEE Transactions on
DOI :
10.1109/TVCG.2011.193