Social physics

M Jusup, P Holme, K Kanazawa, M Takayasu, I Romić… - Physics Reports, 2022 - Elsevier
Recent decades have seen a rise in the use of physics methods to study different societal
phenomena. This development has been due to physicists venturing outside of their …

A review of self-exciting spatio-temporal point processes and their applications

A Reinhart - Statistical Science, 2018 - JSTOR
Self-exciting spatio-temporal point process models predict the rate of events as a function of
space, time, and the previous history of events. These models naturally capture triggering …

Randomized controlled field trials of predictive policing

GO Mohler, MB Short, S Malinowski… - Journal of the …, 2015 - Taylor & Francis
The concentration of police resources in stable crime hotspots has proven effective in
reducing crime, but the extent to which police can disrupt dynamically changing crime …

Self-exciting point process modeling of crime

GO Mohler, MB Short, PJ Brantingham… - Journal of the …, 2011 - Taylor & Francis
Highly clustered event sequences are observed in certain types of crime data, such as
burglary and gang violence, due to crime-specific patterns of criminal behavior. Similar …

Statistical physics of crime: A review

MR D'Orsogna, M Perc - Physics of life reviews, 2015 - Elsevier
Containing the spread of crime in urban societies remains a major challenge. Empirical
evidence suggests that, if left unchecked, crimes may be recurrent and proliferate. On the …

Crime and place: A longitudinal examination of street segment patterns in Vancouver, BC

ASN Curman, MA Andresen… - Journal of Quantitative …, 2015 - Springer
Objectives To test the generalizability of previous crime and place trajectory analysis
research on a different geographic location, Vancouver BC, and using alternative methods …

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 …

The uses of big data in cities

LMA Bettencourt - Big data, 2014 - liebertpub.com
There is much enthusiasm currently about the possibilities created by new and more
extensive sources of data to better understand and manage cities. Here, I explore how big …

Marked point process hotspot maps for homicide and gun crime prediction in Chicago

G Mohler - International Journal of Forecasting, 2014 - Elsevier
Crime hotspot maps are a widely used and successful method of displaying spatial crime
patterns and allocating police resources. However, hotspot maps are often created over a …

Dissipation and displacement of hotspots in reaction-diffusion models of crime

MB Short, PJ Brantingham… - Proceedings of the …, 2010 - National Acad Sciences
The mechanisms driving the nucleation, spread, and dissipation of crime hotspots are poorly
understood. As a consequence, the ability of law enforcement agencies to use mapped …