TempoGRAPHer: A Tool for Aggregating and Exploring Evolving Graphs

Evangelia Tsoukanara, Georgia Koloniari, E. Pitoura
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引用次数: 1

Abstract

Graphs offer a generic abstraction for modeling entities as nodes and their interactions and relationships as edges. Since most graphs evolve over time, it is important to study their evolution. To this end, we propose demonstrating TempoGRAPHer, a tool that provides an overview of the evolution of an attributed graph offering aggregation at both the time and the attribute dimensions. The tool also supports a novel exploration strategy that helps in identifying time intervals of significant growth, shrinkage, or stability. Finally, we describe a scenario that showcases the usefulness of the TempoGRAPHer tool in understanding the evolution of contacts between primary school students.
TempoGRAPHer:一个用于聚合和探索演化图的工具
图提供了一个通用的抽象,将实体建模为节点,将它们的交互和关系建模为边。由于大多数图表都随着时间的推移而演变,因此研究它们的演变是很重要的。为此,我们建议演示TempoGRAPHer,这是一个工具,它提供了在时间和属性维度上提供聚合的属性图的发展概况。该工具还支持一种新的勘探策略,有助于识别显著增长、收缩或稳定的时间间隔。最后,我们描述了一个场景,展示了TempoGRAPHer工具在理解小学生之间接触演变方面的有用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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