Machine Learning Risk Assessments in Criminal Justice Settings

Machine Learning Risk Assessments in Criminal Justice Settings

Richard Berk

196,05 €
IVA incluido
Consulta disponibilidad
Editorial:
Springer Nature B.V.
Año de edición:
2018
Materia
Delito y criminología
ISBN:
9783030022716

Selecciona una librería:

  • Librería Samer Atenea
  • Librería Aciertas (Toledo)
  • Kálamo Books
  • Librería Perelló (Valencia)
  • Librería Elías (Asturias)
  • Donde los libros
  • Librería Kolima (Madrid)
  • Librería Proteo (Málaga)

This book puts in one place and in accessible form Richard Berk’s most recent work on forecasts of re-offending by individuals already in criminal justice custody. Using machine learning statistical procedures trained on very large datasets, an explicit introduction of the relative costs of forecasting errors as the forecasts are constructed, and an emphasis on maximizing forecasting accuracy, the author shows how his decades of research on the topic improves forecasts of risk. Criminal justice risk forecasts anticipate the future behavior of specified individuals, rather than 'predictive policing' for locations in time and space, which is a very different enterprise that uses different data different data analysis tools. The audience for this book includes graduate students and researchers in the social sciences, and data analysts in criminal justice agencies. Formal mathematics is used only as necessary or in concert with more intuitive explanations.

Artículos relacionados

  • Corporate Hacking and Technology-Driven Crime
    In an age when computer crime is growing at a exponential rate and on a global scale, industry and government leaders are increasingly reliant upon answers from the academic and IT Security fields in order to keep cyber crime in check, and be ahead of the 'cyber criminal curve.' Corporate Hacking and Technology-Driven Crime: Social Dynamics and Implications addresses various as...
  • Cybercrime and Cloud Forensics
    Keyun Ruan
    While cloud computing continues to transform developments in information technology services, these advancements have contributed to a rise in cyber attacks; producing an urgent need to extend the applications of investigation processes. Cybercrime and Cloud Forensics: Applications for Investigation Processes presents a collection of research and case studies of applications fo...
  • Speaking Out
    Alan Berman / Berman Alan / Shirleene Robinson
    Based on the largest survey of gay, lesbian, bisexual, intersex, transgender and queer reactions to violence and harassment ever undertaken in Australia, this book gives voice to the many victims who have suffered in the state once recognised as Australia’s most homophobic. It tells of the barriers people face in dealing with the legal system, the reasons why some do not report...
    Disponible

    41,71 €

  • Gangsters and Other Statesmen
    Danilo Mandić
    How global organized crime shapes the politics of borders in modern conflictsSeparatism has been on the rise across the world since the end of the Cold War, dividing countries through political strife, ethnic conflict, and civil war, and redrawing the political map. Gangsters and Other Statesmen examines the role transnational mafias play in the success and failure of separatis...
  • Gangsters and Other Statesmen
    Danilo Mandić
    How global organized crime shapes the politics of borders in modern conflictsSeparatism has been on the rise across the world since the end of the Cold War, dividing countries through political strife, ethnic conflict, and civil war, and redrawing the political map. Gangsters and Other Statesmen examines the role transnational mafias play in the success and failure of separatis...
    Disponible

    45,87 €

  • Mafias on the Move
    Federico Varese
    'A compelling read and an impeccable work of reference.'-John le CarréOrganized crime is spreading like a global virus as mobs take advantage of open borders to establish local franchises at will. That at least is the fear, inspired by stories of Russian mobsters in New York, Chinese triads in London, and Italian mafias throughout the West.As Federico Varese explains in this co...
    Disponible

    45,90 €

Otros libros del autor

  • Criminal Justice Forecasts of Risk
    Richard Berk
    Machine learning and nonparametric function estimation procedures can be effectively used in forecasting. One important and current application is used to make forecasts of 'future dangerousness' to inform criminal justice decision. Examples include the decision to release an individual on parole, determination of the parole conditions, bail recommendations, and sentencing. Sin...
    Disponible

    74,25 €