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VirtualDesk: A Comfortable and Efficient Immersive Information Visualization Approach

机译:VirtualDesk:一种舒适有效的沉浸式信息可视化方法

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摘要

3D representations are potentially useful under many circumstances, but suffer from long known perception and interaction challenges. Current immersive technologies, which combine stereoscopic displays and natural interaction, are being progressively seen as an opportunity to tackle this issue, but new guidelines and studies are still needed, especially regarding information visualization. Many proposed approaches are impractical for actual usage, resulting in user discomfort or requiring too much time or space. In this work, we implement and evaluate an alternative data exploration metaphor where the user remains seated and viewpoint change is only realisable through physical movements. All manipulation is done directly by natural mid-air gestures, with the data being rendered at arm's reach. The virtual reproduction of the analyst's desk aims to increase immersion and enable tangible interaction with controls and two dimensional associated information. A comparative user study was carried out against a desktop-based equivalent, exploring a set of 9 perception and interaction tasks based on previous literature and a multidimensional projection use case. We demonstrate that our prototype setup, named VirtualDesk, presents excellent results regarding user comfort and immersion, and performs equally or better in all analytical tasks, while adding minimal or no time overhead and amplifying user subjective perceptions of efficiency and engagement. Results are also contrasted to a previous experiment employing artificial flying navigation, with significant observed improvements.
机译:3D表示在许多情况下可能有用,但遭受了长期以来的知名感知和互动挑战。将立体显示和自然互动结合的当前沉浸式技术正在逐步看到作为解决这个问题的机会,但仍需要新的准则和研究,特别是关于信息可视化。许多提出的方法对于实际使用是不切实际的,导致用户不适或需要太多时间或空间。在这项工作中,我们实施并评估用户仍然坐着的替代数据探索隐喻,并且仅通过物理运动可实现的视点变化。所有操纵均由自然中空手势直接完成,数据在ARM触及时呈现。分析师桌面的虚拟再现旨在增加浸入并实现与控制和两维相关信息的有形交互。对比较用户学习进行了针对基于桌面的等效,基于先前的文献和多维投影用例探索了一组9感知和交互任务。我们展示我们的原型设置,名为VirtualDesk,在所有分析任务中表现出对用户的舒适和沉浸性的优异成果,同时在所有分析任务中执行,同时增加最小或没有时间开销并放大用户主观对效率和参与的主观认知。结果也与采用人工飞行导航的先前实验形成鲜明对比,具有显着的观察到改善。

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