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Interactive temporal display through collaboration networks visualization
Information Visualization ( IF 2.3 ) Pub Date : 2018-12-25 , DOI: 10.1177/1473871618812163
Ming Jing 1 , Xueqing Li 1 , Li Zhang 2
Affiliation  

Visual analytics play an important role in understanding complex datasets. The bibliographic database is often visualized as a collaboration network to illustrate the connections between researchers. Static networks, however, barely reveal any information when the dataset includes temporal variables. In this article, we propose an embedded network visualization to display the temporal patterns hiding in the data and use intelligent filters to avoid occlusion. We examined different graphing styles, such as the temporal display and the time direction, to find the best way to present the temporal features. In addition, we demonstrate the utility of our approach with case studies and evaluations of real bibliographic databases.

中文翻译:

通过协作网络可视化的交互式时间显示

可视化分析在理解复杂数据集方面发挥着重要作用。书目数据库通常被视为一个协作网络,以说明研究人员之间的联系。然而,当数据集包含时间变量时,静态网络几乎不显示任何信息。在本文中,我们提出了一种嵌入式网络可视化来显示隐藏在数据中的时间模式并使用智能过滤器来避免遮挡。我们检查了不同的图形样式,例如时间显示和时间方向,以找到呈现时间特征的最佳方式。此外,我们通过案例研究和真实书目数据库的评估证明了我们的方法的实用性。
更新日期:2018-12-25
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