A Software Architecture for Mechanism-Based Social Systems Modelling in Agent-Based Simulation Models

Vu, Tuong Manh and Probst, Charlotte and Nielsen, Alexandra and Bai, Hao and Meier, Petra S. and Buckley, Charlotte and Strong, Mark and Brennan, Alan and Purshouse, Robin C. (2020) A Software Architecture for Mechanism-Based Social Systems Modelling in Agent-Based Simulation Models. Journal of Artificial Societies and Social Simulation, 23 (3). ISSN 1460-7425

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Abstract

This paper introduces the MBSSM (Mechanism-Based Social Systems Modelling) software architecture that is designed for expressing mechanisms of social theories with individual behaviour components in a unified way and implementing these mechanisms in an agent-based simulation model. The MBSSM architecture is based on a middle-range theory approach most recently expounded by analytical sociology and is designed in the object-oriented programming paradigm with Unified Modelling Language diagrams. This paper presents two worked examples of using the architecture for modelling individual behaviour mechanisms that give rise to the dynamics of population-level alcohol use: a single-theory model of norm theory and a multi-theory model that combines norm theory with role theory. The MBSSM architecture provides a computational environment within which theories based on social mechanisms can be represented, compared, and integrated. The architecture plays a fundamental enabling role within a wider simulation model-based framework of abductive reasoning in which families of theories are tested for their ability to explain concrete social phenomena.

Item Type: Article
Subjects: STM Open Library > Computer Science
Depositing User: Unnamed user with email support@stmopenlibrary.com
Date Deposited: 01 Mar 2024 04:32
Last Modified: 01 Mar 2024 04:32
URI: http://ebooks.netkumar1.in/id/eprint/1979

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