Multistability, intermittency, and hybrid transitions in social contagion models on hypergraphs

被引:0
|
作者
Guilherme Ferraz de Arruda
Giovanni Petri
Pablo Martin Rodriguez
Yamir Moreno
机构
[1] CENTAI Institute,Department of Statistics
[2] IMT Lucca,Institute for Biocomputation and Physics of Complex Systems (BIFI)
[3] Federal University of Pernambuco (UFPE),Department of Theoretical Physics
[4] University of Zaragoza,undefined
[5] University of Zaragoza,undefined
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Although ubiquitous, interactions in groups of individuals are not yet thoroughly studied. Frequently, single groups are modeled as critical-mass dynamics, which is a widespread concept used not only by academics but also by politicians and the media. However, less explored questions are how a collection of groups will behave and how their intersection might change the dynamics. Here, we formulate this process as binary-state dynamics on hypergraphs. We showed that our model has a rich behavior beyond discontinuous transitions. Notably, we have multistability and intermittency. We demonstrated that this phenomenology could be associated with community structures, where we might have multistability or intermittency by controlling the number or size of bridges between communities. Furthermore, we provided evidence that the observed transitions are hybrid. Our findings open new paths for research, ranging from physics, on the formal calculation of quantities of interest, to social sciences, where new experiments can be designed.
引用
收藏
相关论文
共 50 条
  • [21] Improving tobacco social contagion models using agent-based simulations on networks
    Adarsh Prabhakaran
    Valerio Restocchi
    Benjamin D. Goddard
    Applied Network Science, 8
  • [22] Coupling ecological and social network models to assess "transmission" and "contagion" of an aquatic invasive species
    Haak, Danielle M.
    Fath, Brian D.
    Forbes, Valery E.
    Martin, Dustin R.
    Pope, Kevin L.
    JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2017, 190 : 243 - 251
  • [23] A Hybrid Simulation Approach for Understanding the Social Contagion Effect of Safety Violations within the Construction Crew
    Liang, Huakang
    Lin, Ken-Yu
    COMPUTING IN CIVIL ENGINEERING 2019: VISUALIZATION, INFORMATION MODELING, AND SIMULATION, 2019, : 514 - 521
  • [24] Incorporating social interaction into hybrid choice models
    Kamargianni, Maria
    Ben-Akiva, Moshe
    Polydoropoulou, Amalia
    TRANSPORTATION, 2014, 41 (06) : 1263 - 1285
  • [25] Incorporating social interaction into hybrid choice models
    Maria Kamargianni
    Moshe Ben-Akiva
    Amalia Polydoropoulou
    Transportation, 2014, 41 : 1263 - 1285
  • [26] When behaviour turns contagious: the use of deterministic epidemiological models in modeling social contagion phenomena
    Sooknanan J.
    Comissiong D.M.G.
    International Journal of Dynamics and Control, 2017, 5 (04) : 1046 - 1050
  • [27] Dose-response functions and surrogate models for exploring social contagion in the Copenhagen Networks Study
    Donges, Jonathan F.
    Lochner, Jakob H.
    Kitzmann, Niklas H.
    Heitzig, Jobst
    Lehmann, Sune
    Wiedermann, Marc
    Vollmer, Jurgen
    EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, 2021, 230 (16-17): : 3311 - 3334
  • [28] A combined stochastic and greedy hybrid estimation capability for concurrent hybrid models with autonomous mode transitions
    Blackmore, Lars
    Funiak, Stanislav
    Williamsa, Brian C.
    ROBOTICS AND AUTONOMOUS SYSTEMS, 2008, 56 (02) : 105 - 129
  • [29] Hybrid Topic Cluster Models for Social Healthcare Data
    Prasad, K. Rajendra
    Mohammed, Moulana
    Noorullah, R. M.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2019, 10 (11) : 490 - 506
  • [30] Exact solutions for social and biological contagion models on mixed directed and undirected, degree-correlated random networks
    Payne, Joshua L.
    Harris, Kameron Decker
    Dodds, Peter Sheridan
    PHYSICAL REVIEW E, 2011, 84 (01):