Data quality Archives - Page 4 of 13

P3123

The standard defines specific terminology utilized in artificial intelligence and machine learning (AI/ML). The standard provides clear definition for relevant terms in…

Draft

Last Updated: 24 Apr 2024

P2975

Standard for Industrial Artificial Intelligence (AI) Data Attributes

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Horizontal AI-specific Data collection Data management

Data processing Data protection Data quality Data sharing Privacy Foundational and terminology

This standard defines attributes related to industrial Artificial Intelligence (AI) data that facilitates the classification, association, and mapping towards value…

Pre-draft

Last Updated: 11 May 2023

ISO/IEC TR 29119-11

Software and systems engineering – Software testing – Part 11: Guidelines on the testing of AI-based systems

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Horizontal AI-specific Accuracy and performance Data quality

Documentation Human-centred design Robustness System lifecycle System quality Measurement and test methods

What is ISO/IEC TR 29119-11 about? ISO/IEC TR 29119-11 is an International Standard on software and systems engineering which is…

Published

Last Updated: 24 Apr 2024

ISO/IEC AWI 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

Pre-draft

Last Updated: 24 Apr 2024

ISO/IEC AWI 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…

Pre-draft

Last Updated: 24 Apr 2024

ISO/IEC AWI 5259-2

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

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

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

Pre-draft

Last Updated: 24 Apr 2024

ISO/IEC AWI 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…

Pre-draft

Last Updated: 24 Apr 2024

ETSI GR SAI 002 V 1.1.1

Securing Artificial Intelligence (SAI) – Data Supply Chain Security

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Horizontal AI-specific Data collection Data management

Data processing Data protection Data quality Data sharing Privacy Robustness Safety Security and resilience Process, management and governance

Data is a critical component in the development of AI systems. This includes raw data as well as information and…

Published

Last Updated: 24 Apr 2024

ISO/IEC 25030 BS ISO/IEC 25030:2019

Systems and software engineering. Systems and software quality requirements and evaluation (SQuaRE). Quality requirements framework

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Horizontal AI-enabling - Data AI-enabling - Software Data quality

System quality Measurement and test methods Process, management and governance

This second edition cancels and replaces the first edition (ISO/IEC 25030:2007), which has been technically revised. BS ISO/IEC 25030:20072019 ISO/IEC…

Published

Last Updated: 24 Apr 2024

ISO/IEC 25012:2008 BS ISO/IEC 25012:2008

Software engineering. Software product quality requirements and evaluation (SQuaRE). Data quality model

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Horizontal AI-enabling - Data AI-enabling - Software Data collection

Data processing Data quality Measurement and test methods

Managing and enhancing the quality of data is important because of: ⎯ the acquisition of data from organizations of which…

Published

Last Updated: 24 Apr 2024

ISO/IEC 25020 BS ISO/IEC 25020:2019

Systems and software engineering. Systems and software Quality Requirements and Evaluation (SQuaRE). Quality measurement framework

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Horizontal AI-enabling - Software Data quality System quality

Measurement and test methods

What is ISO/IEC 25020 – SQuaRE about? ISO/IEC 25020 provides a framework for developing quality measurement and contains quality measurement…

Published

Last Updated: 24 Apr 2024

ISO/IEC 25024 BS ISO/IEC 25024:2015

Systems and software engineering. Systems and software Quality Requirements and Evaluation (SQuaRE). Measurement of data quality

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Horizontal AI-enabling - Data AI-enabling - Software Data protection

Data quality Explainability and transparency Privacy Measurement and test methods

This International Standard is a part of the SQuaRE series of International Standards. It provides a set of data quality…

Published

Last Updated: 24 Apr 2024

Content Type

Standard for Artificial Intelligence and Machine Learning (AI/ML) Terminology and Data Formats

Software and systems engineering – Software testing – Part 11: Guidelines on the testing of AI-based systems

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

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 2: Data quality measures

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

Systems and software engineering. Systems and software quality requirements and evaluation (SQuaRE). Quality requirements framework

Software engineering. Software product quality requirements and evaluation (SQuaRE). Data quality model

Systems and software engineering. Systems and software Quality Requirements and Evaluation (SQuaRE). Quality measurement framework

Systems and software engineering. Systems and software Quality Requirements and Evaluation (SQuaRE). Measurement of data quality

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