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ComplexNetwork_FCnet

论文:Friend Circles Network: Formation and the Law of News Dissemination

真实数据集:SNAP Datasets: Stanford large network dataset collection, http://snap.stanford.edu/data

使用数据集请注明出处。感谢大家学习、引用我的小论文~^-^

该项目基于复杂网络的结构演化构建好友圈网络结构,定义为FCnet,并通过实验证实该网络符合幂律分布,具备真实社交网络的特点。同时提出一种改进的传染病模型C-SIR,来讨论、模拟FCnet网络上信息传播的规律。我们得出结论:C-SIR模型优于传统的传播模型;小规模好友圈内占据话语权的是leader nodes,而在大规模圈内,往往是普通节点推动了信息的发展。

我们将实验数据记录下来,因为对于大量级的数据跑一次实验需要花费很多时间。

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