移动社交非均匀超网络演化模型研究

Fuhong Wang, Jinli Guo
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引用次数: 3

摘要

对移动社交网络进行建模研究,有助于理解网络结构的特征及其演化机制。为了提高移动社交超网络模型描述的准确性,本文以微信为样本,提出了具有吸引力和节点年龄的非均匀超网络(面向超图)模型。在该模型中,节点按照泊松过程到达系统,并随着时间的增长逐渐老化。分析了超网络演化的相关特征,利用特征方程得到了超网络的平稳平均超度分布。模型的数值模拟结果与分析结果吻合较好。整个研究旨在为移动社交超网络的动态规律提供支持,并为移动社交超网络的研究提供一个新的视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on mobile social non-uniform hypernetwork evolving model
The modelling studies for the mobile social network will help to understand the characteristics of network structure and evolution mechanisms. In order to improve the accuracy of the description of mobile social hypernetwork model, this paper takes the WeChat as a sample and puts forward a non-uniform hypernetwork (hypergraph-Oriented) model with the attractiveness and the ages of nodes. In the model, nodes arrive at the system in accordance with Poisson process and are gradually ageing as the growth of time. We analyse the relevant characteristics of hypernetwork evolution and obtain the stationary average hyperdegree distribution of the hypernetwork by the characteristic equation. Numerical simulations of the models agree with the analytical results well. The whole research aims to provide support for the dynamics rule of mobile social hypernetwork and to provide a new perspective for the study of mobile social hypernetwork.
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