EyeC:眼动追踪数据交互视觉探索的协调视图

Gordan Ristovski, M. Hunter, B. Olk, L. Linsen
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引用次数: 14

摘要

视觉注意和眼动是研究的重要课题,具有广泛的应用场景。眼动追踪数据的分析包括检查受试者和受试者组之间的差异以及识别组内和组间的模式和异常值。为了以直观的方式支持这种复杂的查询,我们提供了一个使用协调视图的交互式可视化分析工具。视图显示感兴趣的区域,固定时间和时间序列的统计图形,并包含用于时空分析和主题相似性的新颖视觉编码。交互机制允许考虑到数据的所有方面的精细分析。我们将我们的方法应用于心理实验的眼动追踪数据,并进行了案例研究,以证明其有效性和直观性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
EyeC: Coordinated Views for Interactive Visual Exploration of Eye-Tracking Data
Visual attention and eye movement are important subjects of investigation with a wide area of application scenarios. The analysis of eye tracking data comprises examinations of differences between subjects and groups of subjects and identification of patterns and outliers within and between groups. To allow for such complex queries in an intuitive way, we present an interactive visual analysis tool using coordinated views. The views display areas of interest, statistical graphics of fixation times and time series and comprise novel visual encodings for spatiotemporal analysis and subject similarities. Interaction mechanisms allow for a refined analysis that takes into account all aspects of the data. We apply our approach to eye tracking data from psychological experiments and conduct a case study to demonstrate its effectiveness and intuitiveness.
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