这是我想要的桌子! 在桌面和虚拟现实中进行交互式数据转换
IEEE transactions on visualization and computer graphics
|July 28, 2023
概括
虚拟现实 (VR) 和直接交互可以帮助非程序员完成数据转换任务. 虽然桌面和VR显示了类似的任务完成时间,但VR更好地支持数据来源和意义,以实现身临其境的数据科学工作流.
科学领域:
- 数据科学数据科学数据科学
- 人与计算机的交互
- 虚拟现实 虚拟现实 虚拟现实
背景情况:
- 数据转换在数据科学中至关重要,传统上需要编程专业知识.
- 对于非程序员的用户友好,基于界面的工具的需求越来越大.
- 互动技术和计算环境的进步需要探索新的工具.
研究的目的:
- 实证地研究交互技术和环境对数据转换的影响.
- 评估直接交互和虚拟现实 (VR) 对数据转换任务的好处.
- 在桌面和VR环境中比较手势交互与标准WIMP接口.
主要方法:
- 比较手势交互与标准的窗口,图标,菜单,指针 (WIMP) 用户界面.
- 在桌面和虚拟现实 (VR) 平台上进行评估.
- 使用特定数据集和转换任务进行实证测试.
主要成果:
- 桌面和VR环境之间的时间性能没有显著差异.
- 虚拟现实显示了初步证据,证明了数据来源的加强支持.
- 虚拟现实在数据转换过程中表现出更好的感知能力.
结论:
- 虚拟现实 (VR) 为数据转换提供了潜在的好处,特别是支持来源和意义.
- 直接交互和VR可以增强非程序员的数据科学工作流.
- 虚拟现实促进了一种代和完全沉浸式的数据科学体验.
相关概念视频
Transformation
32
Microbial communities are dynamic environments where cell lysis releases free DNA into the surroundings. Other cells can take up this extracellular DNA through a process known as transformation.When a cell incorporates this foreign DNA into its genome, resulting in genetic modification, the process is known as transformation. Cells capable of this process are termed competent. Competence can be natural, as observed in certain bacteria and archaea, or artificially induced in the...
32
Virtual Work for a System of Connected Rigid Bodies
428
Virtual work is a powerful method used to solve problems involving several connected rigid bodies. When the system is in equilibrium, virtual work is zero. This allows the calculation of the resulting forces when a system undergoes a virtual displacement. When attempting to analyze such a system, first, use a free-body diagram, where an independent coordinate represents the configuration of the links, and mark its deflected position resulting from the positive virtual displacement.
Next,...
Next,...
428
Virtual Work
880
The principle of virtual work states that if a body is in static and dynamic equilibrium, then the sum of all the virtual work done by all external forces and couple moments for any given virtual displacement must be zero.
In static equilibrium, a body can experience an imaginary or virtual movement, such as displacement or rotation. The virtual work done by a force is equal to the dot product of force and virtual displacement in the direction of the force. When it comes to virtually rotating a...
In static equilibrium, a body can experience an imaginary or virtual movement, such as displacement or rotation. The virtual work done by a force is equal to the dot product of force and virtual displacement in the direction of the force. When it comes to virtually rotating a...
880


