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Characterizing and Modeling the Structure of Competition Networks

机译:表征和建模竞争网络的结构

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Not similar with the current interest on collaboration networks research, the focus in this paper is competition networks. The topology of a firm competition network has been investigated empirically and theoretically. We have found that four fundamental characteristics emerge simultaneously in the competition network, including hierarchical modularity, positive degree correlation, power-law degree distribution and self-similarity. The theoretical model we proposed can predict these structural patterns successfully. The obtained results are significant for further network analysis of the omnipresent competitive phenomena.
机译:与当前对协作网络研究的兴趣不同,本文的重点是竞争网络。企业竞争网络的拓扑结构已从经验和理论上进行了研究。我们发现竞争网络中同时出现了四个基本特征,包括层次模块化,正相关度,幂律度分布和自相似性。我们提出的理论模型可以成功地预测这些结构模式。获得的结果对于进一步网络分析无所不在的竞争现象具有重要意义。

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