超網(wǎng)絡(luò)中的輿情傳播模型及仿真研究
發(fā)布時間:2018-03-04 13:12
本文選題:超網(wǎng)絡(luò) 切入點:輿情傳播 出處:《計算機應(yīng)用研究》2017年09期 論文類型:期刊論文
【摘要】:現(xiàn)實中,個體受到來自不同社會關(guān)系網(wǎng)絡(luò)中所有鄰居的信息傳播的影響。引入超網(wǎng)絡(luò)刻畫個體的復雜社交關(guān)系,基于傳染病學建模的思想,模擬超網(wǎng)絡(luò)中的輿情傳播過程。對比分析輿情在超網(wǎng)絡(luò)和復雜網(wǎng)絡(luò)結(jié)構(gòu)下的傳播過程。當超網(wǎng)絡(luò)的結(jié)構(gòu)參數(shù)取特定值時,模型可以退化為復雜網(wǎng)絡(luò)模型。進一步,測試超網(wǎng)絡(luò)結(jié)構(gòu)參數(shù)、傳播率、恢復率及初始傳播節(jié)點對輿情傳播的影響。探討輿情的傳播時間和波及范圍,進而揭示網(wǎng)絡(luò)輿情的傳播規(guī)律。
[Abstract]:In reality, individuals are influenced by the spread of information from all neighbors in different social networks. Supernetworks are introduced to depict complex social relationships of individuals, based on the idea of infectious disease modeling. The propagation process of public opinion in supernetwork is simulated. The propagation process of public opinion under supernetwork and complex network structure is compared and analyzed. When the structural parameters of supernetwork are given a certain value, the model can be reduced to a complex network model. The influence of super-network parameters, propagation rate, recovery rate and initial propagation node on the spread of public opinion is tested. The propagation time and spread range of public opinion are discussed, and the law of network public opinion transmission is revealed.
【作者單位】: 上海理工大學管理學院;青島科技大學經(jīng)濟與管理學院;
【基金】:國家自然科學基金資助項目(71571119) 國家教育部人文社會科學研究項目(16YJC870012) 國家統(tǒng)計科學研究項目(2015LZ49) 青島市社會科學規(guī)劃研究項目(QDSKL150462)
【分類號】:O157.5
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本文編號:1565779
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