On the coexistence of competing memes in the same social network

被引:0
作者
Riol, Ricardo [1 ]
Santini, Simone [1 ]
机构
[1] Univ Autonoma Madrid, Madrid, Spain
关键词
OPINION FORMATION; SPREAD; MODELS;
D O I
10.1016/j.physa.2023.129344
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We present a model of double viral spreading on a multi -network suitable for modeling the diffusion of competitive memes. The main characteristics of the model is that it allows the possibility of changing from one opinion to another without having to go through an agnostic (susceptible) phase. We analyze the survival of two conflicting memes in the limit of t -> infinity as a function of the viralities of the two memes as well as the rate at which an agent can change from believing one meme to believing the other. The parameter space is divided into four survival regions, depending on which meme survives (none, one of the two, both). We derive exact equations for the boundaries between the regions in the case of regular graphs, and, in the general case, we characterize the behavior for weak and strong memes. One relevant finding is that, contrary to the viral spread model in Sahneh and Scoglio (2014) , the crossover allows the co -existence of two memes in the same network. We present simulations to validate the theoretical results.
引用
收藏
页数:14
相关论文
共 44 条
  • [1] Epidemic dynamics of two species of interacting particles on scale-free networks
    Ahn, Yong-Yeol
    Jeong, Hawoong
    Masuda, Naoki
    Noh, Jae Dong
    [J]. PHYSICAL REVIEW E, 2006, 74 (06):
  • [2] Creating Social Contagion Through Viral Product Design: A Randomized Trial of Peer Influence in Networks
    Aral, Sinan
    Walker, Dylan
    [J]. MANAGEMENT SCIENCE, 2011, 57 (09) : 1623 - 1639
  • [3] Emergence of scaling in random networks
    Barabási, AL
    Albert, R
    [J]. SCIENCE, 1999, 286 (5439) : 509 - 512
  • [4] Unity and discord in opinion dynamics
    Ben-Naim, E
    Krapivsky, PL
    Vazquez, F
    Redner, S
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2003, 330 (1-2) : 99 - 106
  • [5] Biyikoglu T, 2007, LECT NOTES MATH, V1915, P1
  • [6] Bollobs B., 1998, GRAD TEXT M, DOI 10.1007/978-1-4612-0619-4
  • [7] Statistical physics of social dynamics
    Castellano, Claudio
    Fortunato, Santo
    Loreto, Vittorio
    [J]. REVIEWS OF MODERN PHYSICS, 2009, 81 (02) : 591 - 646
  • [8] Susceptible-infected-susceptible epidemics on networks with general infection and cure times
    Cator, E.
    van de Bovenkamp, R.
    Van Mieghem, P.
    [J]. PHYSICAL REVIEW E, 2013, 87 (06):
  • [9] The World of Connections and Information Flow in Twitter
    Cha, Meeyoung
    Benevenuto, Fabricio
    Haddadi, Hamed
    Gummadi, Krishna
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2012, 42 (04): : 991 - 998
  • [10] Opinion formation models based on game theory
    Di Mare, Alessandro
    Latora, Vito
    [J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2007, 18 (09): : 1377 - 1395