Title Overlapping Communities Discovery and Improvement

Rong Yang
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Abstract

Decomposing a network into communities is one of the most used techniques in network science. Modularity is typically used to measure the goodness of such a decomposition. In this paper we develop a method which allows us to begin with a crisp decomposition (no overlaps) and move to an overlapping decomposition while increasing the modularity. We also show that the same technique can be used to improve existing overlapping decompositions.
重叠社区的发现和改进
将网络分解为社区是网络科学中最常用的技术之一。模块化通常用于度量这种分解的好坏。在本文中,我们开发了一种方法,允许我们从一个清晰的分解(没有重叠)开始,并在增加模块化的同时移动到一个重叠的分解。我们还表明,同样的技术可以用于改进现有的重叠分解。
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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CiteScore
1.60
自引率
0.00%
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0
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