Augmented Dynamic Data Physicalization: Blending Shape-changing Data Sculptures with Virtual Content for Interactive Visualization.

Severin Engert, Andreas Peetz, Konstantin Klamka, Pierre Surer, Tobias Isenberg, Raimund Dachselt
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Abstract

We investigate the concept of Augmented Dynamic Data Physicalization, the combination of shape-changing physical data representations with high-resolution virtual content. Tangible data sculptures, for example using mid-air shape-changing interfaces, are aesthetically appealing and persistent, but also technically and spatially limited. Blending them with Augmented Reality overlays such as scales, labels, or other contextual information opens up new possibilities. We explore the potential of this promising combination and propose a set of essential visualization components and interaction principles. They facilitate sophisticated hybrid data visualizations, for example Overview & Detail techniques or 3D view aggregations. We discuss three implemented applications that demonstrate how our approach can be used for personal information hubs, interactive exhibitions, and immersive data analytics. Based on these use cases, we conducted hands-on sessions with external experts, resulting in valuable feedback and insights. They highlight the potential of combining dynamic physicalizations with dynamic AR overlays to create rich and engaging data experiences.

增强动态数据物质化:混合形状变化的数据雕塑与交互式可视化的虚拟内容。
我们研究了增强动态数据物理化的概念,将形状变化的物理数据表示与高分辨率虚拟内容相结合。有形的数据雕塑,例如使用空中形状变化的界面,在美学上具有吸引力和持久性,但在技术和空间上也受到限制。将它们与增强现实叠加(如尺度、标签或其他上下文信息)相结合,开辟了新的可能性。我们探索了这种有前途的组合的潜力,并提出了一套基本的可视化组件和交互原则。它们促进了复杂的混合数据可视化,例如Overview & Detail技术或3D视图聚合。我们讨论了三个已实现的应用程序,它们演示了如何将我们的方法用于个人信息中心、交互式展示和沉浸式数据分析。基于这些用例,我们与外部专家进行了实践会议,得到了有价值的反馈和见解。他们强调了将动态物理化与动态AR覆盖相结合的潜力,以创建丰富而引人入胜的数据体验。
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