Modeling social resilience: Questions, answers, open problems
arXiv:2301.00183 · doi:10.1142/S021952592250014X
Abstract
Resilience denotes the capacity of a system to withstand shocks and its ability to recover from them. We develop a framework to quantify the resilience of highly volatile, non-equilibrium social organizations, such as collectives or collaborating teams. It consists of four steps: (i) \emph{delimitation}, i.e., narrowing down the target systems, (ii) \emph{conceptualization}, .e., identifying how to approach social organizations, (iii) formal \emph{representation} using a combination of agent-based and network models, (iv) \emph{operationalization}, i.e. specifying measures and demonstrating how they enter the calculation of resilience. Our framework quantifies two dimensions of resilience, the \emph{robustness} of social organizations and their \emph{adaptivity}, and combines them in a novel resilience measure. It allows monitoring resilience instantaneously using longitudinal data instead of an ex-post evaluation.
References in corpus (42)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Catastrophic cascade of failures in interdependent networks
- Resilience of the Internet to random breakdowns
- Structural Vulnerability of the North American Power Grid
- Influence maximization in complex networks through optimal percolation
- The physics of higher-order interactions in complex systems
- Suppressing cascades of load in interdependent networks
- Causality-Driven Slow-Down and Speed-Up of Diffusion in Non-Markovian Temporal Networks
- A k-shell decomposition method for weighted networks
- Systemic Risk in a Unifying Framework for Cascading Processes on Networks
- Temporal networks: slowing down diffusion by long lasting interactions
- Phase transitions in social impact models of opinion formation
- The k-core as a predictor of structural collapse in mutualistic ecosystems
- Betweenness Preference: Quantifying Correlations in the Topological Dynamics of Temporal Networks
- Resilience and rewiring of the passenger airline networks in the United States
- Cascading Failures in Complex Networks
- From Social Data Mining to Forecasting Socio-Economic Crisis
- Evolution of robust network topologies: Emergence of central backbones
- Spectral Analysis and the Dynamic Response of Complex Networks
- Higher-Order Aggregate Networks in the Analysis of Temporal Networks: Path structures and centralities
- Sentiment and position-taking analysis of parliamentary debates: A systematic literature review
- Several Multiplexes in the same City: The role of wealth differences in urban mobility
- Value of peripheral nodes in controlling multilayer networks
- Homophily based on few attributes can impede structural balance
- The Dynamics of Emotions in Online Interaction
- Systemic risk in multiplex networks with asymmetric coupling and threshold feedback
- How Damage Diversification Can Reduce Systemic Risk
- Robustness and modular structure in networks
- Social nucleation: Group formation as a phase transition
- From Relational Data to Graphs: Inferring Significant Links using Generalized Hypergeometric Ensembles
- What is the Entropy of a Social Organization?
- Generalised hypergeometric ensembles of random graphs: the configuration model as an urn problem
- A framework for cascade size calculations on random networks
- Modeling User Reputation in Online Social Networks: The Role of Costs, Benefits, and Reciprocity
- A multi-layer network approach to modelling authorship influence on citation dynamics in physics journals
- Intervention scenarios to enhance knowledge transfer in a network of firm
- Improving the robustness of online social networks: A simulation approach of network interventions
- Fragile, yet resilient: Adaptive decline in a collaboration network of firms
- Analytical Formulation of the Block-Constrained Configuration Model
- Social percolation revisited: From 2d lattices to adaptive networks
- The downside of heterogeneity: How established relations counteract systemic adaptivity in tasks assignments
- Consensus from group interactions: An adaptive voter model on hypergraphs