Space-Time Measures of Crime Diffuson

Space-Time Measures of Crime Diffuson

Youngho Kim (University of North Carolina at Charlotte, USA)
DOI: 10.4018/978-1-59904-591-7.ch008
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Abstract

This study proposes methods for space-time diffusion measures and a simulation on crime analyses. A spatial pattern of crimes is a constantly changing and ongoing process. However, prior research on spatial crime analysis has focused primarily on identifying fixed spatial patterns, and has neglected temporal aspects. As a result, the literature has difficulty in explaining the formation and development of such spatial crime patterns. This study investigates both spatial and temporal aspects of crime occurrences, particularly on the space-time diffusion process by using the temporal extensions of local spatial autocorrelation measures. In addition, space-time diffusion simulation is applied based on Hagerstrand’s diffusion modeling. Consequently, diffusion modeling and the simulation (1) enables further understanding of the mechanism of how crime patterns are formed, (2) provides an in depth resource for policy makers and police to reduce crimes by considering a temporal dimension of crime, (3) and is readily applicable to other fields such as the epidemiology of disease.

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Table of Contents
Preface: An Overview of Crime Simulation
Chapter 1
Michael Townsley, Shane Johnson
This chapter outlines how simulation methods might be used to make valid causal inferences in the social sciences, specifically the study of crime.... Sample PDF
The Need for Systematic Replication and Tests of Validity in Simulation
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Chapter 2
Henk Elffers, Pieter Van Baal
This chapter considers whether it is worthwhile and useful to enrich agent based spatial simulation studies in criminology with a real geographical... Sample PDF
Realistic Spatial Backcloth is not that Important in Agent Based Simulation Research: An Illustration from Simulating Perceptual Deterrence
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Chapter 3
Alex Bruer, Joshua J. Hursey, Arvind Verma
Crime is a multidimensional, complex, and dynamic activity. In order to understand its nature one has to comprehend not only its spatio-temporal... Sample PDF
Visualization of Criminal Activity in an Urban Population
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Chapter 4
Md Mahbubur R. Meenar
This chapter introduces the use of geographic information systems simulations and visualizations in urban landuse changes as a means of studying... Sample PDF
GIS-Based Simulation and Visualization of Urban Landuse Change
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Chapter 5
Spencer Chainey, Jake Desyllas
This chapter presents results for the first large-scale analysis of street crime rates that utilizes accurate on-street pedestrian population... Sample PDF
Modelling Pedestrian Movement to Measure On-Street Crime Risk
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Chapter 6
Heng Wei
This chapter summarizes fundamental models for microscopic simulation (such as vehicle generation model and car-following model) and other critical... Sample PDF
Core Models for State-of-the-Art Microscopic Traffic Simulation and Kay Elements for Applications
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Chapter 7
Xia Li
This chapter introduces the concepts of cellular automata (CA) which have been increasingly used for simulating urban dynamics. Simulation and... Sample PDF
Simulating Urban Dynamics Using Cellular Automata
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Chapter 8
Youngho Kim
This study proposes methods for space-time diffusion measures and a simulation on crime analyses. A spatial pattern of crimes is a constantly... Sample PDF
Space-Time Measures of Crime Diffuson
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Chapter 9
Daniel J. Birks, Susan Donkin, Melanie Wellsmith
This chapter examines the use of computer simulation, specifically agent-based modeling, as a tool for criminologists and its potentially unique... Sample PDF
Synthesis Over Analysis: Towards an Ontology for Volume Crime Simulation
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Chapter 10
P. Jeffrey Brantingham, George Tita
Criminal opportunity in most cases is constrained by the fact that motivated offenders and potential targets or victims are not found at the same... Sample PDF
Offender Mobility and Crime Pattern Formation from First Principles
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Chapter 11
Xuguang Wang, Lin Liu, John Eck
This chapter presents an innovative agent-based model for crime simulation. The model is built on the integration of geographic information systems... Sample PDF
Crime Simulation Using GIS and Artificial Intelligent Agents
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Chapter 12
Elizabeth Groff
It is widely recognized that the spatio-temporal components of human behavior strongly influence where and when people converge in space and time.... Sample PDF
Characterizing the Spatio-Temporal Aspects of Routine Activities and the Geographic Distribution of Street Robbery
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Chapter 13
P.L. Brantingham, U. Glasser, P. Jackson, B. Kinney, M. Vajihollahi
Pattern and routine activities theories suggest that through a combination of decisions and innate understandings of environmental cues, likely... Sample PDF
Mastermind: Computational Modeling and Simulation of Spatiotemporal Aspects of Crime in Urban Environments
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Chapter 14
Karen L. Hayslett-McCall, Fang Qiu, Kevin M. Curtin, Bryan Chastain, Janis Schubert, Virginia Carver
This chapter presents an innovative approach to the study of the journey to residential burglary. We demonstrate a simulation model that is built... Sample PDF
The Simulation of the Journey to Residential Burglary
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Chapter 15
Vasco Furtado, Adriano Melo, Andre L.V. Coelho, Ronaldo Menezes
Experience in the domain of criminology has shown that the spatial distribution of some types of crimes in urban centers follows Zipf’s Law in which... Sample PDF
Simulating Crime Against Properties Using Swarm Intelligence and Social Networks
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Chapter 16
Yushim Kim, Ningchuan Xiao
This chapter shows that white-collar crime can be approached using an agent-based model. Fraud in public delivery programs often involves several... Sample PDF
FraudSim: Simulating Fraud in a Public Delivery Program
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Chapter 17
Joseph Szakas, Christian Trefftz, Raul Ramirez, Eric Jefferis
Patrolling in a nonrandom, but focused manner is an important activity in law enforcement. The use of geographic information systems, the emerging... Sample PDF
Development of an Intelligent Patrol Routing System Using GIS and Computer Simulations
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Chapter 18
Anne Dray, Lorraine Mazerolle, Pascal Perez, Alison Ritter
This chapter describes an agent-based model called SimDrugPolicing that explores the relative impact of three law enforcement strategies—standard... Sample PDF
Drug Law Enforcement in an Agent-Based Model: Simulating the Disruption to Street-Level Drug Markets
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Chapter 19
Azahed Alimadad, Peter Borwein, Patricia Brantingham, Paul Brantingham, Vahid Dabbaghian-Abdoly, Ron Ferguson, Ellen Fowler, Amir H. Ghaseminejad, Christopher Giles, Jenny Li, Nahanni Pollard, Alexander Rutherford, Alexa van der Waall
Criminal justice systems are complex. They are composed of several major subsystems, including the police, courts, and corrections, which are in... Sample PDF
Using Varieties of Simulation Modeling for Criminal Justice System Analysis
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Chapter 20
John Eck, Lin Liu
Since the beginnings of this millennium, there has been a burgeoning interest in the use of simulation methods for the study of crime. In a... Sample PDF
Varieties of Artificial Crime Analysis: Purpose, Structure, and Evidence in Crime Simulations
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About the Contributors