全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...
电子学报  2014 

基于SEIR的社交网络信息传播模型

DOI: 10.3969/j.issn.0372-2112.2014.11.031, PP. 2325-2330

Keywords: 社交网络,信息传播模型,SEIR,微分方程

Full-Text   Cite this paper   Add to My Lib

Abstract:

结合传染病动力学的SEIR模型,本文建立了适用于社交网络的信息传播模型.该模型基于社交网络用户的行为特征,分析了社交网络的传播机理和网络参数对信息传播过程的影响,得出了动力学演化方程组,刻画了信息传播过程随时间的演化规律.仿真实验的结果表明,本文提出的模型能正确地反映社交网络上的信息传播的趋势,较为准确地描述信息传播过程.

References

[1]  http://www.reuters.com/article/2013/04/23/net-us-usa-whitehouse-ap-idUSBRE93M12Y20130423[EB/OL].2013-04-30.
[2]  张彦超,刘云,张海峰,等.基于在线社交网络的信息传播模型[J].物理学报,2011,60(5):050501-1-050501-7. Zhang Y C,Liu Y,Zhang H F,et al.The research of information dissemination model on online social network[J].Acta Phys Sin,2011,60(5):050501-1-050501-7.(in Chinese)
[3]  Zhang W,Ye Y Q,Tan H L,et al.Information Diffusion Model Based on Social Network[A].Proceedings of MCSA 2012[C].Bremen:Springer Berlin Heidelberg,2012.145-150.
[4]  Xu B,Liu L.Information diffusion through online social network s[A].Proceedings of ICEMMS 2010 [C].New York:IEEE Press,2010.53-56.
[5]  Zhao L J,Wang J J,Chen Y C,et al.SIHR rumor spreading model in social networks[J].Physica A:Statistical Mechanics and its Applications,2012,391(7):2444-2453.
[6]  Huang J Y,Jin X G.Preventing rumor spreading on small-world networks[J].Journal of Systems Science and Complexity,2011,24(3):449-456.
[7]  Zhang B B,Guan X H,Khan M J,et al.A time-varying propagation model of hot topic on BBS sites and Blog networks [J].Information Sciences,2012,187(15):15-32.
[8]  冯朝胜,秦志光,袁丁,等.P2P网络中被动型蠕虫传播与免疫建模[J].电子学报,2013,41(5):884-889. Feng C S,Qin Z G,Yuan D,et al.Modeling propagation and immunization of passive worms in peer-to-peer networks[J].Acta Electronica Sinica,2013,41(5):884-889.(in Chinese)
[9]  顾亦然,王锁萍.一种恶意软件传播的离散概率模型 [J].电子学报,2010,38(4):894-898. Gu Y R,Wang S P.A discrete probabilistic model of malware propagation[J].Acta Electronica Sinica,2010,38(4):894-898.(in Chinese)
[10]  Xu R Z,Li HL,Xing C M.Research on information dissemination model for social networking services[J].International Journal of Computer Science and Application,2013,2(1):1-6.
[11]  Anderson R,May R.Infectious Diseases of Humans:Dynamics and Control[M].Oxford University Press:Oxford,1991.
[12]  Fu F,Chen X J,Liu L H,et al.Promotion of cooperation induced by the interplay between structure and game dynamics[J].Physica A,2007,383(2007):651-659.

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133