This book brings together three academic fields - Public Administration, Criminal Justice and Urban Governance - into a single conceptual framework, and offers a broad cultural-political analysis, addressing critical and ethical issues of algorithms.
This book brings together three academic fields - Public Administration, Criminal Justice and Urban Governance - into a single conceptual framework, and offers a broad cultural-political analysis, addressing critical and ethical issues of algorithms.
Marc Schuilenburg is Professor at the Department of Criminal Law and Criminology, VU University Amsterdam. Rik Peeters is Research Professor of public administration at the Centre for Research and Teaching in Economics (CIDE), Mexico City.
Inhaltsangabe
1 The algorithmic society: An introduction 1 RIK PEETERS AND MARC SCHUILENBURG PART I Algorithmic governance 17 2 Governing by algorithms and algorithmic governmentality: Towards machinic judgement 19 PAUL HENMAN 3 Algorithmic regulation: Machine learning as a governance tool 35 CARY COGLIANESE 4 Responsible and accountable algorithmization: How to generate citizen trust in governmental usage of algorithms 53 ALBERT MEIJER AND STEPHAN GRIMMELIKHUIJSEN 5 Towards principles of good digital administration: Fairness, accountability and proportionality in automated decision-making 67 ARJAN WIDLAK, MARLIES VAN ECK AND RIK PEETERS PART II Algorithmic justice 85 6 The seductiveness of fairness: Is machine learning the answer? - Algorithmic fairness in criminal justice systems 87 FERNANDO ÁVILA, KELLY HANNAH-MOFFAT AND PAULA MAURUTTO 7 Rethinking predictive policing: Towards a holistic framework of democratic algorithmic surveillance 104 ROSAMUNDE VAN BRAKEL 8 Algorithmic reasoning: The production of subjectivity through data 119 GWEN VAN EIJK PART III Algorithmic cities 135 9 Smart city imaginaries: Looking beyond the techno-utopian vision 137 MARC SCHUILENBURG AND BRUNILDA PALI 10 Sense in the (smart) city: Where personalisation is the political 154 MICHAEL McGUIRE 11 Five smart city futures: A criminological analysis of urban intelligence 172 KEITH HAYWARD 12 Understanding the algorithmic society: Concluding thoughts 193 MARC SCHUILENBURG AND RIK PEETERS
1 The algorithmic society: An introduction 1 RIK PEETERS AND MARC SCHUILENBURG PART I Algorithmic governance 17 2 Governing by algorithms and algorithmic governmentality: Towards machinic judgement 19 PAUL HENMAN 3 Algorithmic regulation: Machine learning as a governance tool 35 CARY COGLIANESE 4 Responsible and accountable algorithmization: How to generate citizen trust in governmental usage of algorithms 53 ALBERT MEIJER AND STEPHAN GRIMMELIKHUIJSEN 5 Towards principles of good digital administration: Fairness, accountability and proportionality in automated decision-making 67 ARJAN WIDLAK, MARLIES VAN ECK AND RIK PEETERS PART II Algorithmic justice 85 6 The seductiveness of fairness: Is machine learning the answer? - Algorithmic fairness in criminal justice systems 87 FERNANDO ÁVILA, KELLY HANNAH-MOFFAT AND PAULA MAURUTTO 7 Rethinking predictive policing: Towards a holistic framework of democratic algorithmic surveillance 104 ROSAMUNDE VAN BRAKEL 8 Algorithmic reasoning: The production of subjectivity through data 119 GWEN VAN EIJK PART III Algorithmic cities 135 9 Smart city imaginaries: Looking beyond the techno-utopian vision 137 MARC SCHUILENBURG AND BRUNILDA PALI 10 Sense in the (smart) city: Where personalisation is the political 154 MICHAEL McGUIRE 11 Five smart city futures: A criminological analysis of urban intelligence 172 KEITH HAYWARD 12 Understanding the algorithmic society: Concluding thoughts 193 MARC SCHUILENBURG AND RIK PEETERS
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