Coevolution spreading in complex networks
arXiv:1901.02125 · doi:10.1016/j.physrep.2019.07.001
Abstract
The propagations of diseases, behaviors and information in real systems are rarely independent of each other, but they are coevolving with strong interactions. To uncover the dynamical mechanisms, the evolving spatiotemporal patterns and critical phenomena of networked coevolution spreading are extremely important, which provide theoretical foundations for us to control epidemic spreading, predict collective behaviors in social systems, and so on. The coevolution spreading dynamics in complex networks has thus attracted much attention in many disciplines. In this review, we introduce recent progress in the study of coevolution spreading dynamics, emphasizing the contributions from the perspectives of statistical mechanics and network science. The theoretical methods, critical phenomena, phase transitions, interacting mechanisms, and effects of network topology for four representative types of coevolution spreading mechanisms, including the coevolution of biological contagions, social contagions, epidemic-awareness, and epidemic-resources, are presented in detail, and the challenges in this field as well as open issues for future studies are also discussed.
115 pages, 28 figures
References in corpus (144)
- Emergence of scaling in random networks
- Statistical mechanics of complex networks
- Modularity and community structure in networks
- Epidemic spreading in scale-free networks
- Assortative mixing in networks
- The architecture of complex weighted networks
- Statistical physics of social dynamics
- Epidemic processes in complex networks
- The spread of epidemic disease on networks
- Identification of influential spreaders in complex networks
- Multilayer Networks
- The structure and dynamics of multilayer networks
- Temporal Networks
- Spatial Networks
- The origin of bursts and heavy tails in human dynamics
- The scaling laws of human travel
- Critical phenomena in complex networks
- Clustering and preferential attachment in growing networks
- Coevolutionary games - a mini review
- Community detection in networks: A user guide
- Detrended Cross-Correlation Analysis: A New Method for Analyzing Two Non-stationary Time Series
- Influence maximization in complex networks through optimal percolation
- Vital nodes identification in complex networks
- Dynamical interplay between awareness and epidemic spreading in multiplex networks
- Forecast and Control of Epidemics in a Globalized World
- Recommender Systems
- Dynamics of Rumor Spreading in Complex Networks
- Leaders in Social Networks, the Delicious Case
- Statistical physics of vaccination
- Adaptive Coevolutionary Networks: A Review
- Theory of Rumour Spreading in Complex Social Networks
- Modeling the Worldwide Spread of Pandemic Influenza: Baseline Case and Containment Interventions
- Generation of uncorrelated random scale-free networks
- Activity driven modeling of time varying networks
- The physics of spreading processes in multilayer networks
- Validation of Dunbar's number in Twitter conversations
- Efficient routing on complex networks
- Discrete-time Markov chain approach to contact-based disease spreading in complex networks
- Universal behavior in a generalized model of contagion
- Absence of epidemic threshold in scale-free networks with connectivity correlations
- Random graphs with clustering
- A generalized model of social and biological contagion
- Competing spreading processes on multiplex networks: awareness and epidemics
- A message passing approach for general epidemic models
- Unification of theoretical approaches for epidemic spreading on complex networks
- Epidemic threshold in structured scale-free networks
- Localization and Spreading of Diseases in Complex Networks
- Epidemic spreading on interconnected networks
- Localization and centrality in networks
- Threshold effects for two pathogens spreading on a network
- Epidemic thresholds of the Susceptible-Infected-Susceptible model on networks: A comparison of numerical and theoretical results
- Maximal planar networks with large clustering coefficient and power-law degree distribution
- Competing epidemics on complex networks
- High-accuracy approximation of binary-state dynamics on networks
- Fundamentals of spreading processes in single and multilayer complex networks
- Bayesian inference of epidemics on networks via Belief Propagation
- Multiplexity-facilitated cascades in networks
- Epidemic spread in weighted scale-free networks
- Small world yields the most effective information spreading
- Percolation and Epidemic Thresholds in Clustered Networks
- Analysis of complex contagions in random multiplex networks
- Effects of awareness diffusion and self-initiated awareness behavior on epidemic spreading - an approach based on multiplex networks
- Efficiency and reliability of epidemic data dissemination in complex networks
- Modeling the adoption of innovations in the presence of geographic and media influences
- Competition-induced criticality in a model of meme popularity
- Accuracy of Mean-Field Theory for Dynamics on Real-World Networks
- Epidemic spreading on complex networks with general degree and weight distributions
- Finite-size scaling in complex networks
- Suppressing disease spreading by using information diffusion on multiplex networks
- Threshold cascades with response heterogeneity in multiplex networks
- Complex contagion process in spreading of online innovation
- A Simple Generative Model of Collective Online Behaviour
- Threshold model of cascades in temporal networks
- Cascades on a class of clustered random networks
- Suppressing epidemic spreading in multiplex networks with social-support
- Interacting epidemics and coinfection on contact networks
- Kinetics of Social Contagion
- Computational Socioeconomics
- Local structure can identify and quantify influential global spreaders in large scale social networks
- Bursty communication patterns facilitate spreading in a threshold-based epidemic dynamics
- Cascading Dynamics in Modular Networks
- Mathematical model for the impact of awareness on the dynamics of infectious diseases
- Disease Localization in Multilayer Networks
- Multi-Stage Complex Contagions
- Disease-induced resource constraints can trigger explosive epidemics
- Dynamics of social contagions with heterogeneous adoption thresholds: Crossover phenomena in phase transition
- Epidemic Spreading in Weighted Networks: An Edge-Based Mean-Field Solution
- A message-passing approach for recurrent-state epidemic models on networks
- Solving the Dynamic Correlation Problem of the Susceptible-Infected-Susceptible Model on Networks
- Braess's Paradox in Epidemic Game: Better Condition Results in Less Payoff
- Fundamental properties of cooperative contagion processes
- Outbreaks of coinfections: the critical role of cooperativity
- Optimal resource diffusion for suppressing disease spreading in multiplex networks
- Equivalence between non-Markovian and Markovian dynamics in epidemic spreading processes
- Contrasting Effects of Strong Ties on SIR and SIS Processes in Temporal Networks
- Effects of temporal correlations on cascades: Threshold models on temporal networks
- Time Evolution of Disease Spread on Networks with Degree Heterogeneity
- Time evolution of epidemic disease on finite and infinite networks
- Dynamics of competing ideas in complex social systems
- Analysis of a threshold model of social contagion on degree-correlated networks
- Cooperative epidemics on multiplex networks
- Threshold driven contagion on weighted networks
- Host mobility drives pathogen competition in spatially structured populations
- Predicting the epidemic threshold of the susceptible-infected-recovered model
- Synergy in spreading processes: from exploitative to explorative foraging strategies
- Multiple phase transitions of the susceptible-infected-susceptible epidemic model on complex networks
- Phase Transitions in Cooperative Coinfections: Simulation Results for Networks and Lattices
- Dynamics of vaccination in a time-delayed epidemic model with awareness
- Social contagions on time-varying community networks
- Explosive spreading on complex networks: the role of synergy
- Recovery rate affects the effective epidemic threshold with synchronous updating
- Co-circulation of infectious diseases on networks
- The Impact of Past Epidemics on Future Disease Dynamics
- Competition of simple and complex adoption on interdependent networks
- Optimal Allocation of Resources for Suppressing Epidemic Spreading on Networks
- Equivalence of several generalized percolation models on networks
- Unfolding large-scale online collaborative human dynamics
- Clustering determines the dynamics of complex contagions in multiplex networks
- Connectivity disruption sparks explosive epidemic spreading
- Epidemic spreading on time-varying multiplex networks
- Social contagions with communication channels alternation on multiplex networks
- Mutually cooperative epidemics on power-law networks
- Scale-Free Structure Emerging from Co-Evolution of a Network and the Concentration of Diffusive Resources on It
- Co-Diffusion of Social Contagions
- Effects of temporal correlations in social multiplex networks
- Synergistic interactions promote behavior spreading and alter phase transition on multiplex networks
- Contagion on complex networks with persuasion
- Impact of asymptomatic infection on coupled disease-behavior dynamics in complex networks
- Impacts of Opinion Leaders on Social Contagions
- Cascades on clique-based graphs
- Social contagions on weighted networks
- Trend-driven information cascades on random networks
- Effects of local and global network connectivity on synergistic epidemics
- Asymmetrically coupled directed percolation systems
- Effects of variable neighbourhood on spreading processes
- Pattern dynamics of interacting contagions
- Optimal community structure for social contagions
- Exact solution of generalized cooperative SIR dynamics
- Double transition of information spreading in a two-layered network
- Complex Contagions with Timers
- Effect of network clustering on mutually cooperative coinfections
- Optimal information diffusion in stochastic block models
- Creating and controlling overlap in two-layer networks. Application to a mean-field SIS epidemic model with awareness dissemination
- Locally self-organized quasi-critical percolation in a multiple disease model
Cited by in corpus (49)
- Networks beyond pairwise interactions: structure and dynamics
- Network resilience
- Social Interaction Layers in Complex Networks for the Dynamical Epidemic Modeling of COVID-19 in Brazil
- A two-layer model for coevolving opinion dynamics and collective decision-making in complex social systems
- Persistence in Complex Systems
- Epidemic spreading on modular networks: The fear to declare a pandemic
- Information Dynamics in Evolving Networks Based on the Birth-Death Process: Random Drift and Natural Selection Perspective
- Identifying significant edges via neighborhood information
- Markovian approach to tackle the interaction of simultaneous diseases
- Simplicially driven simple contagion
- Temporal Gravity Model for Important Nodes Identification in Temporal Networks
- Phase diagrams of interacting spreading dynamics in complex networks
- Particle velocity controls phase transitions in contagion dynamics
- A generalized linear threshold model for an improved description of the spreading dynamics
- Temporal network modeling with online and hidden vertices based on the birth and death process
- Antivax movement and epidemic spreading in the era of social networks: Nonmonotonic effects, bistability and network segregation
- Hysteresis and disorder-induced order in continuous kinetic-like opinion dynamics in complex networks
- Competition between vaccination and disease spreading
- The role of time scale in the spreading of asymmetrically interacting diseases
- Parasocial diffusion: K-pop fandoms help drive COVID-19 public health messaging on social media
- Logistic growth on networks: exact solutions for the SI model
- Enhancing the robustness of a multiplex network leads to multiple discontinuous percolation transitions
- Double transition in kinetic exchange opinion models with activation dynamics
- The optimal edge for containing the spreading of SIS model
- Equilibria analysis of a networked bivirus epidemic model using Poincaré--Hopf and Manifold Theory
- Complex social contagion induces bistability on multiplex networks
- Impact of random and targeted disruptions on information diffusion during outbreaks
- Co-Contagion Diffusion on Multilayer Networks
- Infection-induced Cascading Failures -- Impact and Mitigation
- Coupled dynamics of endemic disease transmission and gradual awareness diffusion in multiplex networks
- Heterogeneous mean-field theory for two-species symbiotic processes on networks
- Large-deviations of the SIR model around the epidemic threshold
- Dynamical correlations and pairwise theory for the symbiotic contact process on networks
- The Epidemic-Driven Collapse in a System with Limited Economic Resource
- Analysis of the competition among viral strains using a temporal interaction-driven contagion model
- Optimizing spreading dynamics in interconnected networks
- Synergistic epidemic spreading in correlated networks
- Competitive epidemic networks with multiple survival-of-the-fittest outcomes
- On the dual nature of adoption processes in complex networks
- Epidemic risk perception and social interactions lead to awareness cascades on multiplex networks
- Identifying the structure patterns to govern the performance of localization in regulating innovation diffusion
- Effect of antibody levels on the spread of disease in multiple infections
- Recent trends in socio-epidemic modelling: behaviours and their determinants
- Quantification of collective behaviour via causality analysis
- One pathogen does not an epidemic make: A review of interacting contagions, diseases, beliefs, and stories
- Coprime networks of the composite numbers: pseudo-randomness and synchronizability
- The effect of role-based resource allocation on epidemic dynamics
- Spontaneous divergence of disease status in an economic epidemiological game
- Restoring detailed balance in non-Hermitian Markov processes