Social Network Analysis in Predictive Policing: Concepts, Models and Methods - Couverture souple

Livre 19 sur 45: Lecture Notes in Social Networks

Tayebi, Mohammad A.; Glässer, Uwe

 
9783319823683: Social Network Analysis in Predictive Policing: Concepts, Models and Methods
Couverture souple
ISBN 10 : 331982368X ISBN 13 : 9783319823683
Editeur : Springer, 2018

Synopsis

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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À propos de l?auteur

Dr. Uwe Glässer is a Professor of Computing Science and Dean pro tem of the Faculty of Applied Sciences, Simon Fraser University, BC, Canada. His work focuses on applied computer science, spanning three fields: industrial applications of formal methods, software technology for intelligent systems, computational criminology and security informatics. His work focuses on facilitating the human interactions that are critical in interdisciplinary research by providing the technologies and technical support to promote effective interactions.

Dr. Mohammad A. Tayebi is a Postdoc at the School of Computing Science, Simon Fraser University, BC, Canada. His general research interests are in the areas of data mining and social network analysis with focus on social computing and computational criminology fields.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2018
Langue
anglais
ISBN 10 
331982368X
ISBN 13 
9783319823683
Reliure
Broché
Nombre de pages
148
Coordonnées du fabricant
non disponible
Personne responsable
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Autres éditions populaires du même titre

9783319414911: Social Network Analysis in Predictive Policing: Concepts, Models and Methods

Edition présentée

ISBN 10 :  3319414917 ISBN 13 :  9783319414911
Editeur : Springer International Publishin..., 2016
Couverture rigide