Data quality Archives - Page 4 of 13

Digital data delivers value by enhancing all aspects of organizational performance including: — operational effectiveness and efficiency; — safety; —…

Published

Last Updated: 18 Jul 2024

ISO 8000-63:2019 BS ISO 8000-63:2019

Data quality. Data quality management: Process measurement

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Horizontal AI-enabling - Data Data management Data quality

Measurement and test methods Process, management and governance

This document specifies a structure for process measurement stacks that organizations can instantiate to measure the characteristics of processes for…

Published

Last Updated: 18 Jul 2024

ISO 8000-66:2021 BS ISO 8000-66:2021

Data quality. Data quality management: Assessment indicators for data processing in manufacturing operations

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Manufacturing AI-enabling - Data Data collection Data management

Data processing Data quality Project management Measurement and test methods Process, management and governance

What is ISO 8000‑66 about? ISO 8000‑66 discusses data quality management. ISO 8000‑66 specifies assessment indicators to support the assessment…

Published

Last Updated: 18 Jul 2024

ISO 8000-61:2016

Data quality – Part 61: Data quality management: Process reference model

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Horizontal AI-enabling - Data AI-enabling - Information management Data management

Data quality Organisational governance Process, management and governance

This part of ISO 8000 specifies the processes required for data quality management. This specification is used as a reference…

Published

Last Updated: 18 Jul 2024

ISO/TS 8000-60:2017

Data quality – Part 60: Data quality management: Overview

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Horizontal AI-enabling - Data AI-enabling - Information management Data management

Data quality Foundational and terminology Process, management and governance

Published

Last Updated: 18 Jul 2024

ISO/TS 8000-81:2021 PD ISO/TS 8000-81:2021

Data quality. Data quality assessment. Profiling

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Horizontal AI-enabling - Data Data quality Measurement and test methods See more

What is ISO/TS 8000‑81 about? ISO/TS 8000‑81 is the 81st part of the ISO 8000 series that focuses on data…

Published

Last Updated: 18 Jul 2024

ISO/TS 8000-82:2022 PD ISO/TS 8000-82:2022

Data quality – Data quality assessment: Creating data rules

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Horizontal AI-enabling - Data AI-enabling - Quality management Data collection

Data management Data processing Data quality Interoperability Project management Measurement and test methods Process, management and governance Product and performance requirements

This document describes how data rules apply to various types of data. Such rules exist to sustain the integrity and…

Published

Last Updated: 18 Jul 2024

ISO 8000-62:2018 BS ISO 8000-62

Data quality – Data quality management: Organizational process maturity assessment: Application of standards relating to process assessment

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Horizontal AI-enabling - Data AI-enabling - Information management Data management

Data quality Organisational governance Measurement and test methods Process, management and governance

The ability to create, collect, store, maintain, transfer, process and present information and data to support business processes in a…

Published

Last Updated: 18 Jul 2024

ITU-T Y.3602

Big data – Functional requirements for data provenance

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Horizontal AI-enabling - Data AI-enabling - Information management Data collection

Data management Data processing Data quality Data sharing Explainability and transparency Process, management and governance Product and performance requirements

Recommendation ITU‑T Y.3602 describes a model and operations for big data provenance. This Recommendation also provides the functional requirements for…

Published

Last Updated: 18 Jul 2024

ISO/IEC DIS 5259-5 ISO/IEC NP 5259-5

Artificial intelligence — Data quality for analytics and machine learning (ML) — Part 5: Data quality governance

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Horizontal AI-specific Data management Data quality

Organisational governance Process, management and governance

This document provides a data quality governance framework for analytics and machine learning to enable governing bodies of organizations to…

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

Content Type

Data quality. Part 150. Data quality management. Roles and responsibilities

Data quality. Data quality management: Process measurement

Data quality. Data quality management: Assessment indicators for data processing in manufacturing operations

Data quality – Part 61: Data quality management: Process reference model

Data quality – Part 60: Data quality management: Overview

Data quality. Data quality assessment. Profiling

Data quality – Data quality assessment: Creating data rules

Data quality – Data quality management: Organizational process maturity assessment: Application of standards relating to process assessment

Artificial intelligence — Data quality for analytics and machine learning (ML) — Part 5: Data quality governance

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

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