Uncertainty Visualisation: An Interactive Visual Survey

Amit Jena, U. Engelke, Tim Dwyer, Venkatesh Raiamanickam, Cécile Paris
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引用次数: 13

Abstract

There exists a gulf between the rhetoric in visualisation research about the significance of uncertainty and the inclusion of representations of uncertainty in visualisations used in practice. The graphical representation of uncertainty information has emerged as a problem of great importance in visualisation research. This contribution presents a survey of 286 uncertainty visualisation research publications. All publications are categorised with regard to publication type, publication venue, application domain, target user, and evaluation type. We present an interactive web-based browser that facilitates easy visual search and exploration of the publications included in the survey. We conclude that uncertainty visualisation is severely limited by the quality and scope of uncertainty data, by the limited confidence in the data, and by the perceptual and cognitive confusion that the graphical representation of the data can generate.
不确定性可视化:交互式视觉调查
在可视化研究中关于不确定性重要性的修辞与在实践中使用的可视化中包含不确定性表征之间存在着鸿沟。不确定性信息的图形化表示已成为可视化研究中的一个重要问题。这一贡献提出了286不确定性可视化研究出版物的调查。所有出版物都按照出版物类型、出版物地点、应用领域、目标用户和评估类型进行分类。我们提供了一个交互式的基于网络的浏览器,方便直观地搜索和探索调查中包含的出版物。我们得出的结论是,不确定性可视化受到不确定性数据的质量和范围、数据的有限置信度以及数据图形表示可能产生的感知和认知混乱的严重限制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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