一种基于自适应树状图的技术,用于在3D中可视化分层数据

Abon Chaudhuri, Han-Wei Shen
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引用次数: 12

摘要

在本文中,我们提出了一种新的自适应可视化技术,其中构成多边形根据用户交互动态改变其几何形状和其他视觉属性。这些更改的目的是通过每个视图向用户传达所需的详细级别。我们所提出的技术成功地应用于建立基于树图的三维可视化层次数据,这是一种广泛使用的信息结构。这种新的可视化利用其自适应特性来解决诸如混乱的显示、难以察觉的层次结构、缺乏平滑的放大和缩小技术等问题,这些问题在树可视化中很常见。我们还提出了一种算法,利用我们提出的技术的灵活性来处理遮挡问题,这是任何3D信息可视化所固有的问题。一方面,我们的工作建立了自适应可视化作为一种在3D中显示树状结构数据的手段。另一方面,它也促进了该技术作为一种潜在的候选技术,可用于其他信息结构的可视化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A self-adaptive treemap-based technique for visualizing hierarchical data in 3D
In this paper, we present a novel adaptive visualization technique where the constituting polygons dynamically change their geometry and other visual attributes depending on user interaction. These changes take place with the objective of conveying required level of detail to the user through each view. Our proposed technique is successfully applied to build a treemap-based but 3D visualization of hierarchical data, a widely used information structure. This new visualization exploits its adaptive nature to address issues like cluttered display, imperceptible hierarchy, lack of smooth zoom-in and out technique which are common in tree visualization. We also present an algorithm which utilizes the flexibility of our proposed technique to deal with occlusion, a problem inherent in any 3D information visualization. On one hand, our work establishes adaptive visualization as a means of displaying tree-structured data in 3D. On the other, it promotes the technique as a potential candidate for being employed to visualize other information structures also.
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