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The impact of socio-economic factors on the city-level China Internet structure

机译:社会经济因素对中国互联网结构的影响

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Understanding the driving forces behind the Internet evolution is critical, which can provide benefits to construct more realistic Internet models with more comprehensive Internet simulations. In most of the Internet modeling mechanisms proposed so far, e.g. the preferential attachment rule, some basic structural properties such as the node and edge connectivities play the key roles in forming the network structure. Very few works to date have explored the effects of socio-economic factors on the formation and evolution of the Internet structure. In this paper, the China Internet structure is investigated, on the city level, showing that the constructed network is a highly heterogeneous network with small-world features. Then, the effect and impact of socioeconomic factors on the city-level China Internet structure is explored, including population, population growth rate, gross domestic product (GDP) and GDP per Capita. It is shown that population, population growth rate and GDP per Capita are weakly correlated to the connectivity of cities. Strikingly, GDP of a city is highly related to its connectivity in the network. The higher the GDP of a city, the higher the probability to attract connections from other cities. The new findings reveal that GDP is a good indicator for the scaling of the Internet at the city level.
机译:了解互联网演变背后的驱动力至关重要,这可以提供具有更全面的互联网模拟的更现实的互联网模型的益处。在迄今为止提出的大多数互联网建模机制中,例如,优先的附件规则,一些基本结构属性,如节点和边缘连接性在形成网络结构时扮演密钥角色。迄今为止,很少有效探索了社会经济因素对互联网结构的形成和演变的影响。在本文中,在城市一级调查了中国互联网结构,表明构造的网络是一种具有小世界特征的高度异构网络。然后,探索了社会经济因素对城市互联网结构的影响和影响,包括人口,人口增长率,国内生产总值(GDP)和人均GDP。结果表明,人口人口增长率和人均GDP与城市的连通性无关。引人注目的是,一个城市的GDP与网络中的连接高度相关。一个城市的GDP越高,吸引其他城市连接的概率越高。新发现表明,GDP是在城市级别缩放互联网的良好指标。

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