Data quality Archives - Page 5 of 13

ISO/IEC FDIS 5259-2 ISO/IEC NP 5259-2

Artificial intelligence — Data quality for analytics and machine learning (ML) — Part 2: Data quality measures

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This document provides a data quality model, data quality measures, and guidance on reporting data quality in the context of…

Published

Last Updated: 16 Mar 2025

ISO/IEC FDIS 5259-3 ISO/IEC NP 5259-3

Artificial intelligence — Data quality for analytics and machine learning (ML) — Part 3: Data quality management requirements and guidelines

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Horizontal AI-specific Data management Data quality

Process, management and governance

This document specifies requirements and provides guidance for establishing, implementing, maintaining and continually improving the quality for data used in…

Published

Last Updated: 16 Mar 2025

ISO/IEC FDIS 5259-4 ISO/IEC 5259-4

Artificial intelligence — Data quality for analytics and machine learning (ML) — Part 4: Data quality process framework

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Horizontal AI-specific Data management Data quality

Process, management and governance

Published

Last Updated: 16 Mar 2025

P7003

Algorithmic Bias Considerations

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Horizontal AI-specific Bias and discrimination Data quality

Stakeholder engagement and communication Process, management and governance

This standard describes specific methodologies to help users certify how they worked to address and eliminate issues of negative bias…

Published

Last Updated: 16 Mar 2025

Research and analysis item

The Bank of England and the Financial Conduct Authority launched the Artificial Intelligence Public-Private Forum (AIPPF) on 12 October 2020.

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Topic:

Data Data protection Data quality Ethical considerations Explainability and transparency Good practice for development and use Organisational governance Risk management

Domain:

Financial services

Last Updated: 4 Sep 2023

Research and analysis item

Ethics of machine learning in children’s social care

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Topic:

Accountability Bias and discrimination Data collection Data processing Data quality Ethical considerations Human rights

Domain:

Public sector

Across the press, academia, and the worlds of policy and practice, concerns abound about the possible impacts of the growing…

Last Updated: 12 Oct 2022

Research and analysis item

Good practice in training set preparation for marine navigation systems

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Topic:

Data collection Data processing Data quality Good practice for development and use

Last Updated: 12 Oct 2022

Reports, resolutions, and position papers

Better, broader, safer: using health data for research and analysis

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Topic:

Data Data collection Data processing Data protection Data quality Safety Security and resilience

Domain:

Healthcare and medicine

Professor Ben Goldacre was commissioned by the government in February 2021 to review how to improve safety and security in…

Last Updated: 12 Oct 2022

Regulation and official guidance

Explaining decisions made with AI

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Topic:

Accountability Data Data collection Data processing Data protection Data quality Ethical considerations Explainability and transparency Good practice for development and use

Domain:

Horizontal

This co-badged guidance by the ICO and The Alan Turing Institute aims to give organisations practical advice to help explain…

Last Updated: 19 Dec 2022

Regulation and official guidance

Explaining decisions made with AI: a workbook (use case 1: AI-assisted recruitement tool)

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Topic:

Accountability Data Data collection Data processing Data protection Data quality Ethical considerations Explainability and transparency Good practice for development and use

Domain:

HR, recruitment and employment

Over the last two years, The Alan Turing Institute and the Information Commissioner’s Office (ICO) have been working together to…

Last Updated: 24 Jan 2023

Regulation and official guidance

Explaining decisions made with AI: a workbook (use case 2: machine learning for children’s social care)

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Topic:

Accountability Data Data collection Data processing Data protection Data quality Ethical considerations Explainability and transparency Good practice for development and use

Domain:

Public sector

Over the last two years, The Alan Turing Institute and the Information Commissioner’s Office (ICO) have been working together to…

Last Updated: 24 Jan 2023

Official policy proposals and consultations

Data: a new direction

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Topic:

Data Data collection Data processing Data protection Data quality Industrial strategy

Domain:

Horizontal

This consultation presents proposals that build on the key elements of the current UK General Data Protection Regulation (UK GDPR),…

Last Updated: 24 Jan 2023

Content Type

Artificial intelligence — Data quality for analytics and machine learning (ML) — Part 2: Data quality measures

Artificial intelligence — Data quality for analytics and machine learning (ML) — Part 3: Data quality management requirements and guidelines

Artificial intelligence — Data quality for analytics and machine learning (ML) — Part 4: Data quality process framework

Algorithmic Bias Considerations

The Bank of England and the Financial Conduct Authority launched the Artificial Intelligence Public-Private Forum (AIPPF) on 12 October 2020.

Ethics of machine learning in children’s social care

Good practice in training set preparation for marine navigation systems

Explaining decisions made with AI

Explaining decisions made with AI: a workbook (use case 1: AI-assisted recruitement tool)

Explaining decisions made with AI: a workbook (use case 2: machine learning for children’s social care)

Data: a new direction

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