视觉化:一种"硬魔法"可视化系统,用于沉浸式和无处不在的分析.
IEEE transactions on visualization and computer graphics
|October 24, 2023
概括
视觉化使移动数据分析在扩展现实 (XR) 使用一个神奇的隐喻. 分析师可以通过手势和语音命令创建并与可视化进行交互,以实现直观的移动数据探索.
科学领域:
- 人与计算机的交互
- 数据可视化 数据可视化
- 扩展现实 (XR)
背景情况:
- 传统的数据分析通常仅限于桌面环境,阻碍了移动和移动探索.
- 现有的扩展现实 (XR) 数据可视化系统缺乏直观的,比喻驱动的交互方法.
研究的目的:
- 介绍WIZUALIZATION,这是XR的新视觉分析系统,它利用一个神奇的隐喻来实现直观的数据交互.
- 通过手势和语音命令实现移动和移动数据分析和可视化.
主要方法:
- 开发了WIZUALIZATION,这是一个XR染系统,包含用于跨设备基础设施的组件 (WEAVE),一个代码笔记本 (SPELLBOOK) 和一个图形语法 (OPTOMANCY).
- 实现多模式输入,包括手势,口语命令和触摸交互.
- 使用协作流行病数据分析场景的演示.
主要成果:
- 视觉化成功地整合了一个神奇的隐喻,用于创作和与XR视觉化交互.
- 该系统支持跨时空的协作,移动数据分析.
- 在复杂的数据任务中证明了基于手势和语音的控制可行性.
结论:
- 视觉化为XR中的移动视觉分析提供了一个新的范式,提高了可访问性和用户参与度.
- 神奇的比喻为复杂的数据交互提供了一个直观的框架.
- 该系统的组件促进了灵活和协作式的数据探索.
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