沉浸式环境中的统计可视化的好处

Laura L. Arns, D. Cook, C. Cruz-Neira
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引用次数: 103

摘要

我们已经为统计图形创建了一个沉浸式应用程序,并研究了它比传统数据分析工具提供的好处。我们介绍了传统的数据分析工具和我们的虚拟环境,以及一个实验的结果,该实验旨在确定基于XGobi桌面系统的沉浸式环境是否比XGobi在分析高维统计数据方面具有优势。实验包括两个方面:三个结构检测(可视化)任务和一个交互易用性任务。受试者在C2虚拟环境和运行XGobi的工作站中完成这些任务。实验结果表明,参与者在C2中执行结构检测任务的能力比他们在桌面环境中的表现有所提高。然而,参与者对桌面系统中的交互工具更满意。
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The benefits of statistical visualization in an immersive environment
We have created an immersive application for statistical graphics and have investigated what benefits it offers over more traditional data analysis tools. We present a description of both the traditional data analysis tools and our virtual environment, and results of an experiment designed to determine if an immersive environment based on the XGobi desktop system provides advantages over XGobi for analysis of high-dimensional statistical data. The experiment included two aspects of each environment: three structure detection (visualization) tasks and one ease of interaction task. The subjects were given these tasks in both the C2 virtual environment and a workstation running XGobi. The experiment results showed an improvement in participants' ability to perform structure detection tasks in the C2 to their performance in the desktop environment. However, participants were more comfortable with the interaction tools in the desktop system.
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