The Dynamics of Protest Recruitment through an Online Network
arXiv:1111.5595 · doi:10.1038/srep00197
Abstract
The recent wave of mobilizations in the Arab world and across Western countries has generated much discussion on how digital media is connected to the diffusion of protests. We examine that connection using data from the surge of mobilizations that took place in Spain in May 2011. We study recruitment patterns in the Twitter network and find evidence of social influence and complex contagion. We identify the network position of early participants (i.e. the leaders of the recruitment process) and of the users who acted as seeds of message cascades (i.e. the spreaders of information). We find that early participants cannot be characterized by a typical topological position but spreaders tend to me more central to the network. These findings shed light on the connection between online networks, social contagion, and collective dynamics, and offer an empirical test to the recruitment mechanisms theorized in formal models of collective action.
Main text: 20 pages, 4 figures; Supplementary Information: 17 pages, 5 figures, 3 tables
References in corpus (1)
Cited by in corpus (84)
- Vital nodes identification in complex networks
- Bots increase exposure to negative and inflammatory content in online social systems
- Robust Detection of Dynamic Community Structure in Networks
- Measuring user influence on Twitter: A survey
- Analyzing the Digital Traces of Political Manipulation: The 2016 Russian Interference Twitter Campaign
- Searching for superspreaders of information in real-world social media
- The Anatomy of a Scientific Rumor
- Contact-based Social Contagion in Multiplex Networks
- Spreading dynamics in complex networks
- Absence of influential spreaders in rumor dynamics
- The Simple Rules of Social Contagion
- Fundamentals of spreading processes in single and multilayer complex networks
- The Digital Evolution of Occupy Wall Street
- Binary-state dynamics on complex networks: pair approximation and beyond
- Divergent discourse between protests and counter-protests: #BlackLivesMatter and #AllLivesMatter
- The Geospatial Characteristics of a Social Movement Communication Network
- Competition-induced criticality in a model of meme popularity
- Cross-checking different sources of mobility information
- Quantifying echo chamber effects in information spreading over political communication networks
- How Visibility and Divided Attention Constrain Social Contagion
- Entangling mobility and interactions in social media
- A Simple Generative Model of Collective Online Behaviour
- A Universal Model of Global Civil Unrest
- The dynamic of information-driven coordination phenomena: a transfer entropy analysis
- Characterizing interactions in online social networks during exceptional events
- Locating privileged spreaders on an Online Social Network
- The role of bot squads in the political propaganda on Twitter
- Multi-Stage Complex Contagions
- The limitations of discrete-time approaches to continuous-time contagion dynamics
- Predicting online extremism, content adopters, and interaction reciprocity
- Predicting Crowd Behavior with Big Public Data
- Defining a historic football team: Using Network Science to analyze Guardiola's F.C. Barcelona
- The effects of network structure, competition and memory time on social spreading phenomena
- Evolution of Online User Behavior During a Social Upheaval
- Leveraging percolation theory to single out influential spreaders in networks
- Emergence of influential spreaders in modified rumor models
- Complex Contagion of Campaign Donations
- Cross-Linked Structure of Network Evolution
- Local cascades induced global contagion: How heterogeneous thresholds, exogenous effects, and unconcerned behaviour govern online adoption spreading
- The Role of Emotions in Contributors Activity: A Case Study on the GENTOO Community
- Petition Growth and Success Rates on the UK No. 10 Downing Street Website
- Influence of augmented humans in online interactions during voting events
- Measuring social spam and the effect of bots on information diffusion in social media
- Tweets on the road
- The 'who' and 'what' of #diabetes on Twitter
- A Biased Review of Biases in Twitter Studies on Political Collective Action
- Competition of simple and complex adoption on interdependent networks
- Extracting significant signal of news consumption from social networks: the case of Twitter in Italian political elections
- Local variation of hashtag spike trains and popularity in Twitter
- Temporal Dynamics of Coordinated Online Behavior: Stability, Archetypes, and Influence
- Rapid rise and decay in petition signing
- Measuring and Modeling Behavioral Decision Dynamics in Collective Evacuation
- Cascading collapse of online social networks
- Beyond network centrality: Individual-level behavioral traits for predicting information superspreaders in social media
- Hub-activated signal transmission in complex networks
- Modeling self-sustained activity cascades in socio-technical networks
- Identifying Partisan Slant in News Articles and Twitter during Political Crises
- Detecting the Influence of Spreading in Social Networks with Excitable Sensor Networks
- Identifying exogenous and endogenous activity in social media
- Targeted Social Mobilisation in a Global Manhunt
- Emergence of online communities: Empirical evidence and theory
- Time allocation in social networks: correlation between social structure and human communication dynamics
- Complex Contagions with Timers
- Diffusion Dynamics with Changing Network Composition
- Entropy-based randomisation of rating networks
- Concurrent Bursty Behavior of Social Sensors in Sporting Events
- Adaptive network approach for emergence of societal bubbles
- Exotic phase transitions of k-cores in clustered networks
- Analytical study of quality-biased competition dynamics for memes in social media
- The topology of a discussion: the #occupy case
- Cheating in online gaming spreads through observation and victimization
- Collective dynamics behind success
- Modeling Political Activism around Gun Debate via Social Media
- The dynamics of the Reddit collective action leading to the GameStop short squeeze
- The Message or the Messenger? Inferring Virality and Diffusion Structure from Online Petition Signature Data
- Coordination problems on networks revisited: statics and dynamics
- Disentangling sources of influence in online social networks
- A Hierarchy of Linear Threshold Models for the Spread of Political Revolutions on Social Networks
- Modeling peer and external influence in online social networks
- Incentivized Network Dynamics in Digital Job Recruitment
- Systematic assessment of the quality of fit of the stochastic block model for empirical networks
- The role of susceptible individuals in spreading dynamics
- The Role of Organizations in Networked Mobilization: Examining the 2011 Chilean Student Movement Through The Logic of Connective Action
- Integrating behavioral experimental findings into dynamical models to inform social change interventions