论文标题
在视觉分析的步骤中有不同的注释
Varying Annotations in the Steps of the Visual Analysis
论文作者
论文摘要
视觉分析（VA）中的注释已成为通过将其他信息集成到VA系统中来支持分析的常见手段。这些其他信息通常取决于视觉分析中的当前过程步骤。例如，数据预处理步骤具有数据结构操作，而数据探索步骤则集中在用户交互和输入上。描述适当的注释以满足不同步骤的目标是具有挑战性的。为了解决此问题，我们确定每个步骤的单个注释，并概述其收集和设计特性，以进行异质临床数据的目视分析。我们将注释设计集成到视觉分析工具中，以显示其对眼科域数据的适用性。在与专家的访谈和申请会议中，我们可以评估其对分析不同药物患者的有用性。
Annotations in Visual Analytics (VA) have become a common means to support the analysis by integrating additional information into the VA system. That additional information often depends on the current process step in the visual analysis. For example, the data preprocessing step has data structuring operations while the data exploration step focuses on user interaction and input. Describing suitable annotations to meet the goals of the different steps is challenging. To tackle this issue, we identify individual annotations for each step and outline their gathering and design properties for the visual analysis of heterogeneous clinical data. We integrate our annotation design into a visual analysis tool to show its applicability to data from the ophthalmic domain. In interviews and application sessions with experts we asses its usefulness for the analysis of patients with different medications.
