Buch(gedruckt)2019

Algorithmic regulation

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Abstract

"As the power and sophistication of of 'big data' and predictive analytics has continued to expand, so too has policy and public concern about the use of algorithms in contemporary life. This is hardly surprising given our increasing reliance on algorithms in daily life, touching policy sectors from healthcare, transport, finance, consumer retail, manufacturing education, and employment through to public service provision and the operation of the criminal justice system. This has prompted concerns about the need and importance of holding algorithmic power to account, yet it is far from clear that existing legal and other oversight mechanisms are up to the task. This collection of essays, edited by two leading regulatory governance scholars, offers a critical exploration of 'algorithmic regulation', understood both as a means for co-ordinating and regulating social action and decision-making, as well as the need for institutional mechanisms through which the power of algorithms and algorithmic systems might themselves be regulated. It offers a unique perspective that is likely to become a significant reference point for the ever-growing debates about the power of algorithms in daily life in the worlds of research, policy and practice. The range of contributors are drawn from a broad range of disciplinary perspectives including law, public administration, applied philosophy, data science and artificial intelligence"--

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Buch(elektronisch)#12019

Algorithmic regulation

In: Oxford scholarship online

Yeung, Karen; Lodge, Martin

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Buch(elektronisch)#22019

Algorithmic regulation

Yeung, Karen; Lodge, Martin

Algorithmic regulation : an introduction /Karen Yeung and Martin Lodge --Why worry about decision-making by machine? /Karen Yeung --Machine decisions and human consequences /Teresa Scantamburlo, Andrew Charlesworth and Nello Cristianini --Digital discrimination /Natalia Criado and Jose M. Such --The ethics of algorithmic outsourcing in everyday life /John Danaher --Administration by algorithim? : public management meets public sector machine learning /Michael Veale and Irina Brass --The practical challenges of implementing algorithmic regulation for public services /Alex Griffiths --Reflecting on public service regulation by algorithim /Martin Lodge and Andrea Mennicken --Algorithims, regulation, and governance readiness /Leighton Andrews --Legal practitioners' approach to regulating AI risks /Jason D. Lohr, Winston J. Maxwell, and Peter Watts --Minding the machine v2.0 : the EU General Data Protection Regulation and automated decision-making /Lee A. Bygrave.