Literature DB >> 19658572

Analysis of a threshold model of social contagion on degree-correlated networks.

Peter Sheridan Dodds1, Joshua L Payne.   

Abstract

We analytically determine when a range of abstract social contagion models permit global spreading from a single seed on degree-correlated undirected random networks. We deduce the expected size of the largest vulnerable component, a network's tinderboxlike critical mass, as well as the probability that infecting a randomly chosen individual seed will trigger global spreading. In the appropriate limits, our results naturally reduce to standard ones for models of disease spreading and to the condition for the existence of a giant component. Recent advances in the distributed infinite seed case allow us to further determine the final size of global spreading events when they occur. To provide support for our results, we derive exact expressions for key spreading quantities for a simple yet rich family of random networks with bimodal degree distributions.

Year:  2009        PMID: 19658572     DOI: 10.1103/PhysRevE.79.066115

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  6 in total

1.  The transsortative structure of networks.

Authors:  Shin-Chieng Ngo; Allon G Percus; Keith Burghardt; Kristina Lerman
Journal:  Proc Math Phys Eng Sci       Date:  2020-05-13       Impact factor: 2.704

2.  The influence of assortativity on the robustness and evolvability of gene regulatory networks upon gene birth.

Authors:  Dov A Pechenick; Jason H Moore; Joshua L Payne
Journal:  J Theor Biol       Date:  2013-03-28       Impact factor: 2.691

3.  The influence of assortativity on the robustness of signal-integration logic in gene regulatory networks.

Authors:  Dov A Pechenick; Joshua L Payne; Jason H Moore
Journal:  J Theor Biol       Date:  2011-12-08       Impact factor: 2.691

Review 4.  Coevolution spreading in complex networks.

Authors:  Wei Wang; Quan-Hui Liu; Junhao Liang; Yanqing Hu; Tao Zhou
Journal:  Phys Rep       Date:  2019-07-29       Impact factor: 25.600

5.  Heuristic Strategies for Persuader Selection in Contagions on Complex Networks.

Authors:  Peng Wang; Li-Jie Zhang; Xin-Jian Xu; Gaoxi Xiao
Journal:  PLoS One       Date:  2017-01-10       Impact factor: 3.240

6.  Contagion on complex networks with persuasion.

Authors:  Wei-Min Huang; Li-Jie Zhang; Xin-Jian Xu; Xinchu Fu
Journal:  Sci Rep       Date:  2016-03-31       Impact factor: 4.379

  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.