Dynamics of rumor propagation on small-world networks
arXiv:cond-mat/0110324 · doi:10.1103/PhysRevE.65.041908
Abstract
We study the dynamics of an epidemic-like model for the spread of a rumor on a small-world network. It has been shown that this model exhibits a transition between regimes of localization and propagation at a finite value of the network randomness. Here, by numerical means, we perform a quantitative characterization of the evolution in the two regimes. The variant of dynamic small worlds, where the quenched disorder of small-world networks is replaced by randomly changing connections between individuals, is also analyzed in detail and compared with a mean-field approximation.
9 pages, 9 figures, submitted to PRE
References in corpus (3)
Cited by in corpus (43)
- Statistical physics of social dynamics
- Theory of Rumour Spreading in Complex Social Networks
- The power of a good idea: quantitative modeling of the spread of ideas from epidemiological models
- A Model for Social Networks
- Efficiency of informational transfer in regular and complex networks
- Rock-scissors-paper game on regular small-world networks
- Locating the source of diffusion in complex networks by time-reversal backward spreading
- Random Networks with Tunable Degree Distribution and Clustering
- SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations
- Phase transitions for rock-scissors-paper game on different networks
- Associative memory on a small-world neural network
- Effects of Mass Media and Cultural Drift in a Model for Social Influence
- Cultural propagation on social networks
- Nonlinear spread of rumor and inoculation strategies in the nodes with degree dependent tie strength in complex networks
- Explosive spreading on complex networks: the role of synergy
- The spread of gossip in American schools
- Vector opinion dynamics in a model for social influence
- From Public Outrage to the Burst of Public Violence: An Epidemic-Like Model
- Cooperation in the snowdrift game on directed small-world networks under self-questioning and noisy conditions
- Network model of human language
- Optimized evolution of networks for principal eigenvector localization
- SIR model on a dynamical network and the endemic state of an infectious disease
- A Game Theoretical Approach to Modeling Information Dissemination in Social Networks
- Fake news and rumors: a trigger for proliferation or fading away
- Phase transition for the Maki-Thompson rumour model on a small-world network
- Propagation on networks: an exact alternative perspective
- Containing rumors spreading on correlated multiplex networks
- Optimizing Pinning Control of Complex Dynamical Networks Based on Spectral Properties of Grounded Laplacian Matrices
- Dynamics of Multi-Player Games
- A review of mechanistic and data-driven models of terrorism and radicalization
- Optimal disorder for segregation in annealed small worlds
- Multi-layer network approach in modeling epidemics in an urban town
- Stochastic rumors on random trees
- Repetitive users network emerges from multiple rumor cascades
- Dynamics of Three Agent Games
- Non-monotonic dependence on disorder in biased diffusion on small-world networks
- Tomography of random social networks
- Spreading dynamics of a 2SIH2R, rumor spreading model in the homogeneous network
- Asymmetrically interacting spreading dynamics on complex layered networks
- Exact epidemic models from a tensor product formulation
- Co-Evolution of Friendship and Publishing in Online Blogging Social Networks
- How the emotion's type and intensity affect rumor spreading
- Nonequilibrium phase transitions in a racism-spreading model with interaction-driven dynamics