Visualization and analysis of email networks

Xiaoyan Fu, Seok-Hee Hong, Nikola S. Nikolov, Xiaobin Shen, Y. Wu, Kai Xu
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引用次数: 29

Abstract

This paper presents various methods for visualization and analysis of email networks; visualization on the surface of a sphere to reveal communication patterns between different groups, a hierarchical drawing displaying the centrality analysis of nodes to emphasize important nodes, a 2.5D visualization for temporal email networks to analyze the evolution of email relationships changing over time, and an ambient display for finding social circles derived from the email network. Each method was evaluated with various data sets from a research organization. We also extended our method for visual analysis of an email virus network.
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电子邮件网络的可视化和分析
本文介绍了电子邮件网络可视化和分析的各种方法;球体表面的可视化显示不同群体之间的通信模式;显示节点中心性分析的分层图以强调重要节点;用于时间电子邮件网络的2.5D可视化分析电子邮件关系随时间变化的演变;以及用于寻找来自电子邮件网络的社交圈的环境显示。每一种方法都用来自一个研究组织的各种数据集进行了评估。我们还扩展了对电子邮件病毒网络进行可视化分析的方法。
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Visualization and analysis of email networks Particle-based volume rendering A comparison of vertex ordering algorithms for large graph visualization Straight-line grid drawings of planar graphs with linear area Force-directed drawing method for intersecting clustered graphs
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