Epidemic spreading on community networks with heterogeneity considering higher-order interactions

被引:0
|
作者
Ma, Jinlong [1 ]
Wang, Peng [1 ]
Lu, Zhijia [2 ]
机构
[1] Hebei Univ Sci & Technol, Sch Informat Sci & Engn, Shijiazhuang 050018, Peoples R China
[2] Shijiazhuang Univ, Mech & Elect Coll, Shijiazhuang 050035, Peoples R China
关键词
Community structure; heterogeneity; higher-order interaction; epidemic spreading; DYNAMICS;
D O I
10.1142/S0129183124501870
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Real networks often exhibit community structures, while community networks often have heterogeneity. Group interactions beyond pairwise interactions can adequately characterize the high-order features in the propagation process. In this paper, we construct a community network with heterogeneity which can reflect the heterogeneity among communities. According to the proposed model, high-order interactions are introduced to study the impact of heterogeneity among communities and higher-order interactions on epidemic dynamics. It is shown that heterogeneity among communities and high-order interactions will have an impact on the propagation speed, propagation threshold and final propagation scale.
引用
收藏
页数:17
相关论文
共 50 条
  • [21] Temporal properties of higher-order interactions in social networks
    Giulia Cencetti
    Federico Battiston
    Bruno Lepri
    Márton Karsai
    [J]. Scientific Reports, 11
  • [22] Identifying critical higher-order interactions in complex networks
    Aktas, Mehmet Emin
    Thu Nguyen
    Jawaid, Sidra
    Riza, Rakin
    Akbas, Esra
    [J]. SCIENTIFIC REPORTS, 2021, 11 (01)
  • [23] Multilayer representation of collaboration networks with higher-order interactions
    E. Vasilyeva
    A. Kozlov
    K. Alfaro-Bittner
    D. Musatov
    A. M. Raigorodskii
    M. Perc
    S. Boccaletti
    [J]. Scientific Reports, 11
  • [24] Multilayer representation of collaboration networks with higher-order interactions
    Vasilyeva, E.
    Kozlov, A.
    Alfaro-Bittner, K.
    Musatov, D.
    Raigorodskii, A. M.
    Perc, M.
    Boccaletti, S.
    [J]. SCIENTIFIC REPORTS, 2021, 11 (01)
  • [25] Perfect synchronization in complex networks with higher-order interactions
    Dutta, Sangita
    Kundu, Prosenjit
    Khanra, Pitambar
    Hens, Chittaranjan
    Pal, Pinaki
    [J]. Physical Review E, 2023, 108 (02)
  • [26] Evolutionary dynamics of higher-order interactions in social networks
    Alvarez-Rodriguez, Unai
    Battiston, Federico
    de Arruda, Guilherme Ferraz
    Moreno, Yamir
    Perc, Matjaz
    Latora, Vito
    [J]. NATURE HUMAN BEHAVIOUR, 2021, 5 (05) : 586 - 595
  • [27] A Methodology for the Analysis of Collaboration Networks with Higher-Order Interactions
    Aguirre-Guerrero, Daniela
    Bernal-Jaquez, Roberto
    [J]. MATHEMATICS, 2023, 11 (10)
  • [28] Nonlinear Higher-Order Label Spreading
    Tudisco, Francesco
    Benson, Austin R.
    Prokopchik, Konstantin
    [J]. PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE 2021 (WWW 2021), 2021, : 2402 - 2413
  • [29] The dynamic analysis of the rumor spreading and behavior diffusion model with higher-order interactions
    Xia, Yang
    Jiang, Haijun
    Yu, Shuzhen
    Yu, Zhiyong
    [J]. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2024, 138
  • [30] Homophily in competing behavior spreading among the heterogeneous population with higher-order interactions
    Nie, Yanyi
    Zhong, Xiaoni
    Lin, Tao
    Wang, Wei
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2022, 432