Competition-induced criticality in a model of meme popularity

@article{Gleeson2014CompetitioninducedCI,
  title={Competition-induced criticality in a model of meme popularity},
  author={J. Gleeson and J. Ward and Kevin P. O'Sullivan and W. Lee},
  journal={Physical review letters},
  year={2014},
  volume={112 4},
  pages={
          048701
        }
}
  • J. Gleeson, J. Ward, +1 author W. Lee
  • Published 2014
  • Computer Science, Physics, Medicine
  • Physical review letters
  • Heavy-tailed distributions of meme popularity occur naturally in a model of meme diffusion on social networks. Competition between multiple memes for the limited resource of user attention is identified as the mechanism that poises the system at criticality. The popularity growth of each meme is described by a critical branching process, and asymptotic analysis predicts power-law distributions of popularity with very heavy tails (exponent α<2, unlike preferential-attachment models), similar to… CONTINUE READING
    95 Citations

    Figures and Topics from this paper

    Determinants of Meme Popularity
    • 11
    • PDF
    The origin of the criticality in meme popularity distribution on complex networks
    • 8
    • PDF
    Spreading of Memes on Multiplex Networks
    • 7
    • PDF
    The nested assembly of collective attention in online social systems
    • 2
    • PDF

    References

    SHOWING 1-10 OF 84 REFERENCES
    Random graphs with arbitrary degree distributions and their applications.
    • 3,141
    • Highly Influential
    • PDF
    Dynamics of epidemics on random networks.
    • M. Marder
    • Mathematics, Medicine
    • Physical review. E, Statistical, nonlinear, and soft matter physics
    • 2007
    • 26
    • PDF
    Dynamical Processes on Complex Networks
    • 1,742
    • PDF
    How Nature Works: The Science of Self‐Organized Criticality
    • 931
    Behavioral Ecology and Sociobiology
    • J. L. Brown
    • Biology
    • 2010
    • 228
    Communications of the ACM
    • 884
    Proceedings of the National Academy of Sciences, USA
    • 5,132
    • PDF
    Contemporary Physics
    • 322
    • PDF