眼动追踪检测中感兴趣区域的数据可视化

M. V. Laptev, V. Yanchus, V. Laptev
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引用次数: 0

摘要

本研究探讨了数据可视化中成形的特点。为了做到这一点,作者假设图表上有一些特殊的兴趣区域。用户注意它们是为了解码用图形加密的数据。这些区域的存在,在某些情况下,点的存在,是在信息图形的设计规则形成过程中直观地确定的。为了验证它们,本研究使用了眼动追踪法和聚类分析法。以水平和垂直条形图、饼图、图形图和流程图为例,研究了信息图表设计中跨学科原则和规则的应用。对不同类型的图表进行实验的结果表明,数据可视化专家以前没有指出的其他感兴趣的领域的存在。这使得澄清图形形式的特征和图表的形成成为可能,使您能够验证由19世纪末至20世纪初国内外专家努力制定的设计规则的使用。这种核查可以使用一种包括统计方法和跟踪方法在内的方法来完成,这使我们能够在现代信息设计中考虑到过去的宝贵经验。所提出的方法可以扩展到其他类型的图表、图表和专题地图,在大数据可视化分析中具有实际应用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Eye-tracking detection of the area of interest in data visualization
This study examines the features of forming in data visualization. To do this, the authors hypothesize that there are special areas of interest on the charts. The user pays attention to them in order to decode data encrypted with graphics. The presence of such areas, and in some cases, points, are intuitively determined during the formation of the design rules of information graphics. To verify them, the study used the eye-tracking method and the cluster analysis method. The application of interdisciplinary principles and rules of infographics design has been studied on the example of horizontal and vertical bar charts, pie, pictorial and flow charts. The result of experiments with various types of charts showed the presence of additional areas of interest not previously indicated by data visualization specialists. This makes it possible to clarify the features of graphic forms and the formation of diagrams, allows you to verify the use of design rules formulated by the efforts of domestic and foreign specialists in the late XIX — early XX centuries. Such verification can be done using a methodology that includes statistical methods and the tracking method, which allows us to take into account the valuable experience of the past in modern information design. The presented procedure can be extended to other types of charts, diagrams and thematic maps, and have practical application in the analysis of big data visualization.
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