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Data-Driven Personalisation in Markets, Politics and Law

Data-Driven Personalisation in Markets, Politics and Law

  • 作者:
  • 出版商: Cambridge University Press
  • ISBN: 9781108813082
  • 出版时间 April 2024
  • 规格: Paperback
  • 适应领域: U.K. ? 免责申明:
    Countri(es) stated herein are used as reference only
  • Hardback Edition ISBN: 9781108835695

List Price: ¥329.00

¥319.13 Save ¥9.87 (3%)

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  • 描述 
  • 大纲 
  • 详细

    The most fascinating and profitable subject of predictive algorithms is the human actor. Analysing big data through learning algorithms to predict and pre-empt individual decisions gives a powerful tool to corporations, political parties and the state. Algorithmic analysis of digital footprints, as an omnipresent form of surveillance, has already been used in diverse contexts: behavioural advertising, personalised pricing, political micro-targeting, precision medicine, and predictive policing and prison sentencing. This volume brings together experts to offer philosophical, sociological, and legal perspectives on these personalised data practices. It explores common themes such as choice, personal autonomy, equality, privacy, and corporate and governmental efficiency against the normative frameworks of the market, democracy and the rule of law. By offering these insights, this collection on data-driven personalisation seeks to stimulate an interdisciplinary debate on one of the most pervasive, transformative, and insidious socio-technical developments of our time.

  • Part I. Introduction: Theoretical Perspectives
    1. The Pixelated Person – Humanity in the Grip of Algorithmic Personalisation
    Uta Kohl
    2. Personalisation and Digital Modernity: Deconstructing the Myths of the Subjunctive World
    Kieron O'Hara
    3. Personalisation, Power and the Datafied Subject
    Marc Welsh
    4. Personal Data and Collective Value: Data-Driven Personalisation as Network Effect
    Nick O'Donovan
    Part II. Themes: Personal Autonomy, Market Choices and the Presumption of Innocence
    5. Hidden Personal Insights and Entangled in the Algorithmic Model – the Limits of the GDPR in the Personalisation Context
    Michèle Finck
    6. Personalisation, Markets, and Contract: The Limits of Legal Incrementalism
    T.T. Arvind
    7. 'All Data is Credit Data' – Personalised Consumer Credit Score and Anti-Discrimination Law
    Noelia Collado-Rogriguez and Uta Kohl
    8. Sentencing Dangerous Offenders in the Era of Predictive Technologies: New Skin, Same Old Snake?
    David Gurnham
    Part III. Applications: From Personalised Medicine and Pricing to Political Micro-Targeting
    9. 'P4 Medicine' and the Purview of Health Law: The Patient or the Public?
    Keith Syrett
    10. Personalised Pricing: The Demise of the Fixed Price?
    Joost Poort and Frederik Zuiderveen Borgesius
    11. Data-Driven Algorithms in Criminal Justice: Predictions as Self-Fulfilling Prophecies
    Pamela Ugwudike
    12. From Global Village to Smart City: Reputation, Recognition, Personalisation, and Ubiquity
    Daithí Mac Sithigh
    13. Micro-Targeting in Political Campaigns: Political Promise and Democratic Risk
    Normann Witzleb and Moira Paterson
    Part IV. The Future of Personalisation: Algorithmic Foretelling and Its Limits
    14. Regulating Algorithmic Assemblages: Looking Beyond Corporatist AI Ethics
    Andrew Charlesworth
    15. Scepticism about Big Data's Predictive Power about Human Behaviour: Making a Case for Theory and Simplicity
    Konstantinos Katsikopoulos
    16. Building Personalisation: Language and the Law
    Alun Gibbs
    17. Conclusion: Balancing Data-Driven Personalisation and Law as Social Systems
    Jacob Eisler

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