Visual Analytics

我们周围有大量的数据，但大多数数据分析工具仍然只有在传统办公环境中操作的专家才能访问。我的研究项目将通过设计、构建和评估下一代可访问和普及的可视化分析工具来推进数据分析科学，这些工具将使数据对日常公民更有用。特别是，我的研究将开发新的虚拟、物理和增强现实工具，以实现上下文数据收集、分析和决策，从而实现新的个人和社区分析实践。这项工作将有助于数据分析的民主化，帮助全新的用户阶层理解并从他们的数据中受益。

There are vast amounts of data all around us, yet most data analysis tools remain accessible only to experts operating in traditional office environments. My research program will advance the science of data analysis by designing, building, and evaluating the next generation of accessible and pervasive visual analytics tools that will make data more useful to everyday citizens. In particular, my research will develop new virtual, physical, and augmented-reality tools to enable in-context data collection, analysis, and decision making, enabling new personal and community analysis practices. This work will help democratize data analysis, helping whole new classes of users understand and benefit from their data.