流畅地揭示信息:不可折叠数据可视化的调查

IF 2.9 4区 计算机科学 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING
M.-J. Bludau, M. Dörk, S. Bruckner, C. Tominski
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引用次数: 0

摘要

根据需要显示相关信息是可视化数据探索的基本要求。在这份最新的报告中,我们回顾和分类了受物理隐喻启发的技术,以显示相关信息,或者相反,在数据可视化中减少无关信息。与焦点+上下文方法类似,不可折叠/不可折叠可视化通常在不同粒度之间以集成的方式转换可视化数据表示,同时保留整体上下文。这通常涉及到在数据元素的不同可见性状态之间切换,或者调整通过逐渐显示转换链接的图形抽象。我们分析了101种可视化技术的文献语料库,特别是关于它们对折叠隐喻的使用。我们特别考虑了数据的类型、聚焦范围和效应范围、非折叠状态的数量、转换类型以及非折叠的可控性和交互直接性。不可折叠的集合是一个在线目录,包括经典的焦点+上下文,语义缩放,多尺度可视化以及当代不可折叠的可视化。通过文献分析,我们进一步提取了不可折叠技术家族,总结了迄今为止的实证发现,并确定了不可折叠数据可视化的研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Fluidly Revealing Information: A Survey of Un/foldable Data Visualizations

Fluidly Revealing Information: A Survey of Un/foldable Data Visualizations

Revealing relevant information on demand is an essential requirement for visual data exploration. In this state-of-the-art report, we review and classify techniques that are inspired by the physical metaphor of un/folding to reveal relevant information or, conversely, to reduce irrelevant information in data visualizations. Similar to focus+context approaches, un/foldable visualizations transform the visual data representation, often between different granularities, in an integrated manner while preserving the overall context. This typically involves switching between different visibility states of data elements or adjusting the graphical abstraction linked by gradual display transitions. We analyze a literature corpus of 101 visualization techniques specifically with respect to their use of the un/folding metaphor. In particular, we consider the type of data, the focus scope and the effect scope, the number of un/folding states, the transformation type, and the controllability and interaction directness of un/folding. The collection of un/foldables is available as an online catalog that includes classic focus+context, semantic zooming, and multi-scale visualizations as well as contemporary un/foldable visualizations. From our literature analysis, we further extract families of un/folding techniques, summarize empirical findings to date, and identify promising research directions for un/foldable data visualization.

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来源期刊
Computer Graphics Forum
Computer Graphics Forum 工程技术-计算机:软件工程
CiteScore
5.80
自引率
12.00%
发文量
175
审稿时长
3-6 weeks
期刊介绍: Computer Graphics Forum is the official journal of Eurographics, published in cooperation with Wiley-Blackwell, and is a unique, international source of information for computer graphics professionals interested in graphics developments worldwide. It is now one of the leading journals for researchers, developers and users of computer graphics in both commercial and academic environments. The journal reports on the latest developments in the field throughout the world and covers all aspects of the theory, practice and application of computer graphics.
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