Social Simulation for a Digital Society: Applications and Innovations in Computational Social Science
In: Springer Proceedings in Complexity Ser.
Intro -- Contents -- Chapter 1: Social Simulation for a Digital Society: Introduction -- References -- Part I: Philosophical and Technical Considerations -- Chapter 2: Ontological Politics in a World of Political Ontologies: More Realistic (Human) Agents for the Anthropocene? -- Introduction -- Complex Problems and the Integration Imperative -- Agent-Based Models and Qualitative Inquiry -- A Philosophical and Sociological Critique -- ABM's Methodological Individualism -- Simplification Versus Messy Reality -- Colonisation, Collaboration and Depictions Otherwise -- Conclusion -- References -- Chapter 3: The Art of Iterating: Update-Strategies in Agent-Based Simulation -- Introduction -- Background -- Agent-Based Simulation -- A Discrete Game: Prisoners Dilemma -- A Continuous Game: Heroes & -- Cowards -- Related Research -- A New Terminology -- ABS Properties -- ABS Update-Strategy: Sequential -- ABS Update-Strategy: Parallel -- ABS Update-Strategy: Concurrent -- ABS Update-Strategy: Actor -- ABS Toolkits -- Case Studies -- Prisoners Dilemma -- Heroes & -- Cowards -- Conclusion and Future Research -- References -- Chapter 4: Using Parallel Computing to Improve the Scalability of Models with BDI Agents -- Introduction -- Related Works -- Cognitive Agent Architectures -- Parallelization of a Simulation -- Parallel Cognitive and Emotional Architecture -- Case Study -- Conclusion -- References -- Part II: Applications to Norm Diffusion and Collective Action -- Chapter 5: Information Diffusion as a Mechanism for Natural Evolution of Social Networks -- Introduction -- Model Design -- Link Formation -- Centrality as Influence -- Preferential Attachment -- Equivalent Influence -- Link Decay -- Model Proof of Concept: Social License to Operate -- Model Validation and Discussion -- Concluding Remarks -- References.