A preliminary investigation on topological properties of technology exchange network

Xinbo Ai
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引用次数: 1

Abstract

In this paper we study the technology transactions as a complex network, with 40531 contracting parties as the nodes and 76303 contractual relations as the edges. After exploring its topological properties, we observe that this network is characterized by two remarkable features which are already observed in numerous real-world and artificial networks. One is the small-world property, with the small-world index of 606.106, and the other is its scale-free distribution, with the degree exponent of 2.093. We also observe that this network exhibits some features that are not necessarily shared by other networks, such as the anti-correlation between clustering coefficients and degrees. Our work extends the network analysis to the domain of technology exchange and provides a novel approach to study technology exchange systems.
技术交换网络拓扑特性的初步研究
本文将技术交易作为一个复杂网络进行研究,以40531个契约方为节点,76303个契约关系为边。在探索其拓扑特性后,我们观察到该网络具有两个显著的特征,这些特征已经在许多现实世界和人工网络中观察到。其一为小世界性质,其小世界指数为606.106;其二为无标度分布,其度指数为2.093。我们还观察到,该网络显示出其他网络不一定具有的一些特征,例如聚类系数和度之间的反相关性。我们的工作将网络分析扩展到技术交换领域,为研究技术交换系统提供了一种新的方法。
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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