基于SIR模型的情感网络传播分析

Emotional Network Transmission Based on Analysis of SIR Model

心理学表明人类行为受到其情感的影响,随着社交网络的飞速发展,人们随时随地的在分享传播着他们的情感。基于复杂网络的SIR舆情传播模型的特点,将其应用于社交网络的情感传播行为分析当中,提出了情感网络图论,给出了一种基于SIR模型的情感网络传播模型,并建立了该模型的动力学演化方程组,然后对于模型的传播过程进行计算机仿真。最后结合真实的微博用户数据对于情感传播演化过程绘制了直观的情感网络演化过程图,呈现了情感网络在情感传播中的个体情感变化过程。

Psychology suggests that human behavior is affected by their emotions.With the rapid development of social network,people anywhere at any time is sharing their feelings.Public opinion propagation model is based on complex network characteristics.Applied to the emotional communication behavior of social network analysis,the emotional network graph theory is put forward.This paper presents an emotional network transmission model based on SIR model,and sets up the model of dynamic evolution equations.Then computer simulation for the model of propagation.Finally combining with the real weibo user data for emotional communication evolution map intuitive emotional network evolution,this paper presents a emotional network individual emotional change processes in the emotional communication.