Overview
"Agent-Based Modelling for Criminological Theory Testing and Development addresses the question whether and how we can use simulation methods in order to test criminological theories, and if they fail to be corroborated, how we can use simulation to mend and further develop theories. It is by no means immediately obvious how results being observed in an artificial environment have any relevance for what is going on in the real world. By using the concept of a ""stylized fact,"" the contributors bridge the gap between artificial and real world. With backgrounds in criminology or artificial intelligence (AI), these contributors present agent-based model studies that test aspects of various theories, including crime pattern theory, guardianship in action theory, near repeat theory, routine activity theory, and general deterrence theory. All six simulation models presented have been specially developed for the book. Contributors have specified the theory, identified stylized facts, developed an agent-based simulation model, let it run, and interpreted whether the chosen stylized fact is occurring in their model, and what we should conclude from congruence or incongruence between simulation and expectations based on the theory under scrutiny. The final chapter discusses what can be learnt from these six enterprises. The book will be of great interest to scholars of criminology (in particular computational criminologists and theoretical criminologists) and AI (with an emphasis on AI for generative social processes), and more widely researchers in social science in general. It will also be valuable for master's courses in quantitative criminology."
Full Product Details
Author: Charlotte Gerritsen ,
Henk Elffers
Publisher: Taylor & Francis Ltd
Imprint: Routledge
Weight: 0.453kg
ISBN: 9780367228521
ISBN 10: 0367228521
Pages: 198
Publication Date: 30 November 2020
Audience:
College/higher education
,
Tertiary & Higher Education
,
Undergraduate
Format: Hardback
Publisher's Status: Active
Availability: In Print
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Reviews
Agent-based Modelling allows insights into social problems that are not possible using conventional methodologies. This volume brings together some of the best criminological minds working on agent-based modelling right now. As such, this manuscript is destined to help shape the field for years to come. -Prof. Michael Townsley, Head of School of Criminology and Criminal Justice, Griffith University Agent-Based Modelling is a powerful tool and framework for testing and developing criminological theories. This book covers the simulation of crime patterns and the roles of different agents that influence crime patterns, contributed by the leading scholars in the field of crime simulation. It is a must read for students, scholars and professionals who are interested in the formulation and what-if analysis of criminological theories. -Prof. Lin Liu, Department of Geography, University of Cincinnati
Author Information
Charlotte Gerritsen is an assistant professor at VU University Amsterdam, Department of Computer Science. Henk Elffers is a senior researcher at the Netherlands Institute for the Study of Crime and Law Enforcement (NSCR) Amsterdam, and professor emeritus at the Department of Criminal Law and Criminology, VU University Amsterdam.
