论文标题

代表实时多用户在可视化方面

Representing Real-Time Multi-User Collaboration in Visualizations

论文作者

Neogy, Rupayan, Zong, Jonathan, Satyanarayan, Arvind

论文摘要

在参与者中建立共同点并保持共同的认识是协作可视化的关键挑战。为了实时协作,现有工作主要集中于同步组成型可视化 - 这种方法使用户难以独立工作或有选择地参加其合作者的活动。为了解决这一差距,我们介绍了一个设计空间,用于表示由两个正交轴定义的可视化的同步多用户协作:位置,或者合作者的交互是否在用户的视图和特定性之外叠加或显示在用户的视图和特定性之外,或者是通过抽象,通用表示或通过特定的特定代表来定制的。我们通过各种示例填充了这个设计空间,包括通用和自定义同步光标以及将这些光标收集在一起或复制合作者视图作为缩略图的用户传说。为了构建共同点,用户可以通过窥视以快速查看协作者的观点,跟踪与合作者进行实时跟踪,并根据协作者的工作独立探索可视化,从而与这些表示形式进行交互。我们提出了包装库的参考实现,该包装库将交互式Vega-Lite图表转换为协作可视化。我们发现我们的方法提供了在表达的视觉设计和交互技术范围内的同步协作。

Establishing common ground and maintaining shared awareness amongst participants is a key challenge in collaborative visualization. For real-time collaboration, existing work has primarily focused on synchronizing constituent visualizations - an approach that makes it difficult for users to work independently, or selectively attend to their collaborators' activity. To address this gap, we introduce a design space for representing synchronous multi-user collaboration in visualizations defined by two orthogonal axes: situatedness, or whether collaborators' interactions are overlaid on or shown outside of a user's view, and specificity, or whether collaborators are depicted through abstract, generic representations or through specific means customized for the given visualization. We populate this design space with a variety of examples including generic and custom synchronized cursors, and user legends that collect these cursors together or reproduce collaborators' views as thumbnails. To build common ground, users can interact with these representations by peeking to take a quick look at a collaborator's view, tracking to follow along with a collaborator in real-time, and forking to independently explore the visualization based on a collaborator's work. We present a reference implementation of a wrapper library that converts interactive Vega-Lite charts into collaborative visualizations. We find that our approach affords synchronous collaboration across an expressive range of visual designs and interaction techniques.

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