Social Network Analysis in Predictive Policing

Name: Social Network Analysis in Predictive Policing
Brand: Springer International Publishing AG
SKU: 9783319823683
Price: 429.51 PLN
Availability: InStock

Concepts, Models and Methods

Autor: MOHAMMAD A. TAYEBI

Język:

Oprawa: Miękka

Wydawca: Springer International Publishing AG

Dostępność: Dostępna u dostawcy

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This book focuses on applications of social network analysis in predictive policing. Data science is...

Informacje o książce

Autor

MOHAMMAD A. TAYEBI

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2018

strony

133

EAN

9783319823683

ISBN

9783319823683

Enbook ID

19755676

Wydawca

Springer International Publishing AG

Waga

238

Wymiary

235 x 156 x 7

Pełny opis

This book focuses on applications of social network analysis in predictive policing. Data science is used to identify potential criminal activity by analyzing the relationships between offenders to fully understand criminal collaboration patterns. Co-offending networks-networks of offenders who have committed crimes together-have long been recognized by law enforcement and intelligence agencies as a major factor in the design of crime prevention and intervention strategies. Despite the importance of co-offending network analysis for public safety, computational methods for analyzing large-scale criminal networks are rather premature. This book extensively and systematically studies co-offending network analysis as effective tool for predictive policing. The formal representation of criminological concepts presented here allow computer scientists to think about algorithmic and computational solutions to problems long discussed in the criminology literature. For each of the studied problems, we start with well-founded concepts and theories in criminology, then propose a computational method and finally provide a thorough experimental evaluation, along with a discussion of the results. In this way, the reader will be able to study the complete process of solving real-world multidisciplinary problems.

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Social Network Analysis in Predictive Policing

Concepts, Models and Methods

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