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MODULAR: software for the autonomous computation of modularity in large network sets

机译:模块化:大型网络集中模块化的自主计算软件

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摘要

Ecological systems can be seen as networks of interactions betweenindividual, species, or habitat patches. A key feature of many ecologicalnetworks is their organization into modules, which are subsets of elements thatare more connected to each other than to the other elements in the network. Weintroduce MODULAR to perform rapid and autonomous calculation of modularity insets of networks. MODULAR reads a set of files with matrices or edge lists thatrepresent unipartite or bipartite networks, and identify modules using twodifferent modularity metrics that have been previously used in studies ofecological networks. To find the network partition that maximizes modularity,the software offers five optimization methods to the user. We also included twoof the most common null models that are used in studies of ecological networksto verify how the modularity found by the maximization of each metric differsfrom a theoretical benchmark.
机译:生态系统可以被视为平等,物种或栖息地补丁之间的相互作用网络。许多生态网络的一个关键特征是他们的组织进入模块,这些组件是元素的子集,这些元素彼此相互连接而不是网络中的其他元素。 Weintroduce模块化,以便进行快速和自主计算网络的模块化插孔。模块化读取了一组带有矩阵或边缘的文件,列出了多级单一或二分支网络,并使用先前在研究中的研究中使用的双倍模块化度量来识别模块。要找到最大化模块化的网络分区,该软件向用户提供了五种优化方法。我们还包括两个用于生态网络研究所的最常见的空模型,验证每个度量的最大化的模块化如何差异,这些模块都与​​理论基准相差。

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