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Synthesized Tool: Bias identification and remediation in data driven applications.
With algorithms seeming to generate unintended, or biased ‘advice’ in high-profile cases such as the various fiascos during the summer of 2020, the tech ...
Par:  Former Member
Dernière mise à jour:  15 juin 2022
Type:  Tool
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Suffolk County Council: Exploring and expanding the use of predictive modelling to understand future demand for children’s social care.
In their successful application to the Local Digital Fund, Suffolk County Council demonstrate how they are using predictive analytics to develop a data-driven understanding of children in care,...
Par:  Former Member
Dernière mise à jour:  15 juin 2022
Type:  Case study
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The Rule of Law and Automation of Government Decision-Making. An academic paper from New South Wales
Governments are deploying automation tools in making decisions that affect rights and entitlements. The interests affected are very broad, ranging from time spent in detention to the receipt of...
Par:  Former Member
Dernière mise à jour:  15 juin 2022
Type:  Report
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The Data Delusion: Protecting Individual Data Isn't Enough When The Harm is Collective
A research paper that looks at the legal protections and implications of using and sharing personal data as part of the Covid-19 track and tracing systems developed as an urgent response. ...
Par:  Former Member
Dernière mise à jour:  15 juin 2022
Type:  Report
0
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The ‘golden view’: data-driven governance in the scoring society.
From the Internet Policy Review, this article draws on the first comprehensive investigation into the uses of data analytics in UK public services, outlining developments and practices...
Par:  Former Member
Dernière mise à jour:  15 juin 2022
Type:  Report
0
Resource
Should We Trust Algorithms? An academic paper by David Spiegelhalter, Harvard Data Science Institute
There is increasing use of algorithms in the health care and criminal justice systems, and corresponding increased concern with their ethical use. But perhaps a more basic issue is whether we ...
Par:  Former Member
Dernière mise à jour:  15 juin 2022
Type:  Report
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Resource
Interpretable machine learning - a UK Parliament research briefing
Machine learning is increasingly being used to support decision making in a variety of applications including recruitment and clinical diagnoses. While ML has many advantages, there are...
Par:  Former Member
Dernière mise à jour:  15 juin 2022
Type:  Report
0
Resource
Algorithm-assisted decision-making in the public sector: framing the issues using administrative law rules governing discretionary power
A Royal Society article by Marion Oswald which considers the risks and challenges raised by the use of algorithm-assisted decision-making and predictive tools by the public sector. It reviews...
Par:  Former Member
Dernière mise à jour:  15 juin 2022
Type:  Report
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