Policing predictive policing
AG Ferguson - Wash. UL Rev., 2016 - HeinOnline
Predictive policing is sweeping the nation, promising the holy grail of policing-preventing
crime before it happens. The technology has far outpaced any legal or political …
crime before it happens. The technology has far outpaced any legal or political …
Mapping the risk terrain for crime using machine learning
AP Wheeler, W Steenbeek - Journal of Quantitative Criminology, 2021 - Springer
Objectives We illustrate how a machine learning algorithm, Random Forests, can provide
accurate long-term predictions of crime at micro places relative to other popular techniques …
accurate long-term predictions of crime at micro places relative to other popular techniques …
[图书][B] Risk terrain modeling: Crime prediction and risk reduction
JM Caplan, LW Kennedy - 2016 - books.google.com
" Risk terrain modeling (RTM) diagnoses the spatial attractors of criminal behavior and
makes accurate predictions of where crime will occur at the micro-level. This book presents …
makes accurate predictions of where crime will occur at the micro-level. This book presents …
Vulnerability and exposure to crime: Applying risk terrain modeling to the study of assault in Chicago
Prior research has applied risk assessment and spatial analysis techniques to the study of
violence. This paper builds on those results, tying the practical outcomes of spatial risk …
violence. This paper builds on those results, tying the practical outcomes of spatial risk …
Predicting initiator and near repeat events in spatiotemporal crime patterns: An analysis of residential burglary and motor vehicle theft
Near repeat analysis has been increasingly used to measure the spatiotemporal clustering
of crime in contemporary criminology. Despite its predictive capacity, the typically short time …
of crime in contemporary criminology. Despite its predictive capacity, the typically short time …
The Philadelphia predictive policing experiment
JH Ratcliffe, RB Taylor, AP Askey, K Thomas… - Journal of Experimental …, 2021 - Springer
Objectives This place-based, randomized experiment explored the impact of different patrol
strategies on violent and property crime in microscale predicted crime areas. The …
strategies on violent and property crime in microscale predicted crime areas. The …
Bus stops and violence, are risky places really risky?
M Gerell - European Journal on Criminal Policy and Research, 2018 - Springer
Geographic forecasting of crime can be done by considering prior crime or by considering
spatial risk factors, eg, using risk terrain modeling (RTM). The present paper tests both …
spatial risk factors, eg, using risk terrain modeling (RTM). The present paper tests both …
Gang violence predictability: Using risk terrain modeling to study gang homicides and gang assaults in East Los Angeles
M Valasik - Journal of criminal justice, 2018 - Elsevier
Purpose The current study investigates the application of risk terrain modeling (RTM) to
forecast gang violence. RTM is routinely utilized to predict future criminal events in micro …
forecast gang violence. RTM is routinely utilized to predict future criminal events in micro …
Bringing the physical environment back into neighborhood research: The utility of RTM for developing an aggregate neighborhood risk of crime measure
Purpose The current research examines the utility of risk terrain modeling (RTM) in
developing an aggregate neighborhood risk of crime (ANROC) measure. RTM is often …
developing an aggregate neighborhood risk of crime (ANROC) measure. RTM is often …
Place-based correlates of motor vehicle theft and recovery: Measuring spatial influence across neighbourhood context
Social scientists have long shown great interest in the spatial correlates of crime patterns. A
subset of the literature has focused on how micro-level spatial factors influence the formation …
subset of the literature has focused on how micro-level spatial factors influence the formation …