Social Network Analysis in Predictive Policing

Concepts, Models and Methods

Nonfiction, Computers, Database Management, Social & Cultural Studies, Social Science, Crimes & Criminals, Criminology, General Computing
Cover of the book Social Network Analysis in Predictive Policing by Mohammad A. Tayebi, Uwe Glässer, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Mohammad A. Tayebi, Uwe Glässer ISBN: 9783319414928
Publisher: Springer International Publishing Publication: October 11, 2016
Imprint: Springer Language: English
Author: Mohammad A. Tayebi, Uwe Glässer
ISBN: 9783319414928
Publisher: Springer International Publishing
Publication: October 11, 2016
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Simulation and Modeling Methodologies, Technologies and Applications by Mohammad A. Tayebi, Uwe Glässer
Cover of the book Thermal-Hydraulic Analysis of Nuclear Reactors by Mohammad A. Tayebi, Uwe Glässer
Cover of the book History of Human Genetics by Mohammad A. Tayebi, Uwe Glässer
Cover of the book Additive Manufacturing – Developments in Training and Education by Mohammad A. Tayebi, Uwe Glässer
Cover of the book Advances in Watershed Science and Assessment by Mohammad A. Tayebi, Uwe Glässer
Cover of the book Optoelectronic Circuits in Nanometer CMOS Technology by Mohammad A. Tayebi, Uwe Glässer
Cover of the book Psychotherapy for Ischemic Heart Disease by Mohammad A. Tayebi, Uwe Glässer
Cover of the book Public Debt, Sustainability and Economic Growth by Mohammad A. Tayebi, Uwe Glässer
Cover of the book Green Infrastructure Financing by Mohammad A. Tayebi, Uwe Glässer
Cover of the book Advanced Customization in Architectural Design and Construction by Mohammad A. Tayebi, Uwe Glässer
Cover of the book Epigenetics in Plants of Agronomic Importance: Fundamentals and Applications by Mohammad A. Tayebi, Uwe Glässer
Cover of the book Space Telescopes by Mohammad A. Tayebi, Uwe Glässer
Cover of the book Foot and Ankle Fusions by Mohammad A. Tayebi, Uwe Glässer
Cover of the book Knowledge Management and Acquisition for Intelligent Systems by Mohammad A. Tayebi, Uwe Glässer
Cover of the book Natural Nanogold by Mohammad A. Tayebi, Uwe Glässer
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy