Social Network Analysis In Predictive Policing

Author : Mohammad A. Tayebi
Publisher : Springer
ISBN 13 : 3319414925
Total Pages : 133 pages
Book Rating : 4.28/5 ( download)

DOWNLOAD NOW!

Download or read book Social Network Analysis in Predictive Policing written by Mohammad A. Tayebi and published by Springer. This book was released on 2016-10-11 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Andrew Guthrie Ferguson
Publisher : NYU Press
ISBN 13 : 147986997X
Total Pages : 267 pages
Book Rating : 4.78/5 ( download)

DOWNLOAD NOW!

Download or read book The Rise of Big Data Policing written by Andrew Guthrie Ferguson and published by NYU Press. This book was released on 2019-11-15 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner, 2018 Law & Legal Studies PROSE Award The consequences of big data and algorithm-driven policing and its impact on law enforcement In a high-tech command center in downtown Los Angeles, a digital map lights up with 911 calls, television monitors track breaking news stories, surveillance cameras sweep the streets, and rows of networked computers link analysts and police officers to a wealth of law enforcement intelligence. This is just a glimpse into a future where software predicts future crimes, algorithms generate virtual “most-wanted” lists, and databanks collect personal and biometric information. The Rise of Big Data Policing introduces the cutting-edge technology that is changing how the police do their jobs and shows why it is more important than ever that citizens understand the far-reaching consequences of big data surveillance as a law enforcement tool. Andrew Guthrie Ferguson reveals how these new technologies —viewed as race-neutral and objective—have been eagerly adopted by police departments hoping to distance themselves from claims of racial bias and unconstitutional practices. After a series of high-profile police shootings and federal investigations into systemic police misconduct, and in an era of law enforcement budget cutbacks, data-driven policing has been billed as a way to “turn the page” on racial bias. But behind the data are real people, and difficult questions remain about racial discrimination and the potential to distort constitutional protections. In this first book on big data policing, Ferguson offers an examination of how new technologies will alter the who, where, when and how we police. These new technologies also offer data-driven methods to improve police accountability and to remedy the underlying socio-economic risk factors that encourage crime. The Rise of Big Data Policing is a must read for anyone concerned with how technology will revolutionize law enforcement and its potential threat to the security, privacy, and constitutional rights of citizens. Read an excerpt and interview with Andrew Guthrie Ferguson in The Economist.

Author : John McDaniel
Publisher : Routledge
ISBN 13 : 0429560389
Total Pages : 452 pages
Book Rating : 4.85/5 ( download)

DOWNLOAD NOW!

Download or read book Predictive Policing and Artificial Intelligence written by John McDaniel and published by Routledge. This book was released on 2021-02-25 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited text draws together the insights of numerous worldwide eminent academics to evaluate the condition of predictive policing and artificial intelligence (AI) as interlocked policy areas. Predictive and AI technologies are growing in prominence and at an unprecedented rate. Powerful digital crime mapping tools are being used to identify crime hotspots in real-time, as pattern-matching and search algorithms are sorting through huge police databases populated by growing volumes of data in an eff ort to identify people liable to experience (or commit) crime, places likely to host it, and variables associated with its solvability. Facial and vehicle recognition cameras are locating criminals as they move, while police services develop strategies informed by machine learning and other kinds of predictive analytics. Many of these innovations are features of modern policing in the UK, the US and Australia, among other jurisdictions. AI promises to reduce unnecessary labour, speed up various forms of police work, encourage police forces to more efficiently apportion their resources, and enable police officers to prevent crime and protect people from a variety of future harms. However, the promises of predictive and AI technologies and innovations do not always match reality. They often have significant weaknesses, come at a considerable cost and require challenging trade- off s to be made. Focusing on the UK, the US and Australia, this book explores themes of choice architecture, decision- making, human rights, accountability and the rule of law, as well as future uses of AI and predictive technologies in various policing contexts. The text contributes to ongoing debates on the benefits and biases of predictive algorithms, big data sets, machine learning systems, and broader policing strategies and challenges. Written in a clear and direct style, this book will appeal to students and scholars of policing, criminology, crime science, sociology, computer science, cognitive psychology and all those interested in the emergence of AI as a feature of contemporary policing.

Author : Morgan Burcher
Publisher : Springer Nature
ISBN 13 : 3030477711
Total Pages : 204 pages
Book Rating : 4.14/5 ( download)

DOWNLOAD NOW!

Download or read book Social Network Analysis and Law Enforcement written by Morgan Burcher and published by Springer Nature. This book was released on 2020-07-24 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the use of social network analysis (SNA) in operational environments from the perspective of those who actually apply it. A rapidly growing body of literature suggests that SNA can reveal significant insights into the overall structure of criminal networks as well as the position of critical actors within such groups. This book draws on the existing SNA and intelligence literature, as well as qualitative interviews with crime intelligence analysts from two Australian state law enforcement agencies to understand its use by law enforcement agencies and the extent to which it can be used in practice. It includes a discussion of the challenges that analysts face when attempting to apply various network analysis techniques to criminal networks. Overall, it advances SNA as an investigative tool, and provides a significant contribution to the field that will be of interest to both researchers and practitioners interested in social network analysis, intelligence analysis and law enforcement.

Author : Bernhard Siegert
Publisher : Fordham Univ Press
ISBN 13 : 0823263770
Total Pages : 286 pages
Book Rating : 4.76/5 ( download)

DOWNLOAD NOW!

Download or read book Cultural Techniques written by Bernhard Siegert and published by Fordham Univ Press. This book was released on 2015-05-01 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a crucial shift within posthumanistic media studies, Bernhard Siegert dissolves the concept of media into a network of operations that reproduce, displace, process, and reflect the distinctions fundamental for a given culture. Cultural Techniques aims to forget our traditional understanding of media so as to redefine the concept through something more fundamental than the empiricist study of a medium’s individual or collective uses or of its cultural semantics or aesthetics. Rather, Siegert seeks to relocate media and culture on a level where the distinctions between object and performance, matter and form, human and nonhuman, sign and channel, the symbolic and the real are still in the process of becoming. The result is to turn ontology into a domain of all that is meant in German by the word Kultur. Cultural techniques comprise not only self-referential symbolic practices like reading, writing, counting, or image-making. The analysis of artifacts as cultural techniques emphasizes their ontological status as “in-betweens,” shifting from firstorder to second-order techniques, from the technical to the artistic, from object to sign, from the natural to the cultural, from the operational to the representational. Cultural Techniques ranges from seafaring, drafting, and eating to the production of the sign-signaldistinction in old and new media, to the reproduction of anthropological difference, to the study of trompe-l’oeils, grids, registers, and doors. Throughout, Siegert addresses fundamental questions of how ontological distinctions can be replaced by chains of operations that process those alleged ontological distinctions within the ontic. Grounding posthumanist theory both historically and technically, this book opens up a crucial dialogue between new German media theory and American postcybernetic discourses.

Author : Hamid Jahankhani
Publisher : Springer Nature
ISBN 13 : 3030506134
Total Pages : 282 pages
Book Rating : 4.31/5 ( download)

DOWNLOAD NOW!

Download or read book Policing in the Era of AI and Smart Societies written by Hamid Jahankhani and published by Springer Nature. This book was released on 2020-07-17 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chapter “Predictive Policing in 2025: A Scenario” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Author : Walt L. Perry
Publisher : Rand Corporation
ISBN 13 : 0833081551
Total Pages : 187 pages
Book Rating : 4.51/5 ( download)

DOWNLOAD NOW!

Download or read book Predictive Policing written by Walt L. Perry and published by Rand Corporation. This book was released on 2013-09-23 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: Predictive policing is the use of analytical techniques to identify targets for police intervention with the goal of preventing crime, solving past crimes, or identifying potential offenders and victims. These tools are not a substitute for integrated approaches to policing, nor are they a crystal ball. This guide assesses some of the most promising technical tools and tactical approaches for acting on predictions in an effective way.

Author : Sarah Brayne
Publisher : Oxford University Press, USA
ISBN 13 : 0190684097
Total Pages : 225 pages
Book Rating : 4.99/5 ( download)

DOWNLOAD NOW!

Download or read book Predict and Surveil written by Sarah Brayne and published by Oxford University Press, USA. This book was released on 2020-10-22 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Predict and Surveil offers an unprecedented, inside look at how police use big data and new surveillance technologies. Sarah Brayne conducted years of fieldwork with the LAPD--one of the largest and most technically advanced law enforcement agencies in the world-to reveal the unmet promises and very real perils of police use of data--driven surveillance and analytics.

Author : Ben Jones
Publisher : NYU Press
ISBN 13 : 147980374X
Total Pages : 206 pages
Book Rating : 4.43/5 ( download)

DOWNLOAD NOW!

Download or read book The Ethics of Policing written by Ben Jones and published by NYU Press. This book was released on 2021-07-20 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Top scholars provide a critical analysis of the current ethical challenges facing police officers, police departments, and the criminal justice system From George Floyd to Breonna Taylor, the brutal deaths of Black citizens at the hands of law enforcement have brought race and policing to the forefront of national debate in the United States. In The Ethics of Policing, Ben Jones and Eduardo Mendieta bring together an interdisciplinary group of scholars across the social sciences and humanities to reevaluate the role of the police and the ethical principles that guide their work. With contributors such as Tracey Meares, Michael Walzer, and Franklin Zimring, this volume covers timely topics including race and policing, the use of aggressive tactics and deadly force, police abolitionism, and the use of new technologies like drones, body cameras, and predictive analytics, providing different perspectives on the past, present, and future of policing, with particular attention to discriminatory practices that have historically targeted Black and Brown communities. This volume offers cutting-edge insight into the ethical challenges facing the police and the institutions that oversee them. As high-profile cases of police brutality spark protests around the country, The Ethics of Policing raises questions about the proper role of law enforcement in a democratic society.

Author : Carlo Morselli
Publisher : Routledge
ISBN 13 : 1134643322
Total Pages : 352 pages
Book Rating : 4.25/5 ( download)

DOWNLOAD NOW!

Download or read book Crime and Networks written by Carlo Morselli and published by Routledge. This book was released on 2013-10-08 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This innovative collection of original essays showcases the use of social networks in the analysis and understanding of various forms of crime. More than any other past research endeavor, the seventeen chapters in this book apply to criminology the many conceptual and methodological options from social network analysis. Crime and Networks is the only book of its kind that looks at the use of networks in understanding crime, and can be used for advanced undergraduate and beginner’s graduate level courses in criminal justice and criminology.