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题名/责任者:

Machine learning for criminology and crime research : at the crossroads / Gian Maria Campedelli.

出版发行项:

London ; New York : Routledge, 2022.

ISBN:

9781032109190

ISBN:

103210919X

ISBN:

9781032109282

载体形态项:

xviii, 176 pages : illustrations ; 24 cm.

丛编说明:

Routledge advances in criminology

个人责任者:

Campedelli, Gian Maria, author.

论题主题:

Criminology-Research.

论题主题:

Artificial intelligence-Research.

论题主题:

Machine learning-Statistical methods.

中图法分类号:

D917

书目附注:

Includes bibliographical references and index.

摘要附注:

Machine Learning for Criminology and Crime Research: At the Crossroads;reviews the roots of the intersection between machine learning, artificial intelligence (AI), and research on crime; examines the current state of the art in this area of scholarly inquiry; and discusses future perspectives that may emerge from this relationship. As machine learning and AI approaches become increasingly pervasive, it is critical for criminology and crime research to reflect on the ways in which these paradigms could reshape the study of crime. In response, this book seeks to stimulate this discussion. The opening part is framed through a historical lens, with the first chapter dedicated to the origins of the relationship between AI and research on crime, refuting the "novelty narrative" that often surrounds this debate. The second presents a compact overview of the history of AI, further providing a nontechnical primer on machine learning. The following chapter reviews some of the most important trends in computational criminology and quantitatively characterizing publication patterns at the intersection of AI and criminology, through a network science approach.

豆瓣简介：