Data management Archives - Page 4 of 15

ISO/IEC TR 20547-2:2018

Information technology – Big data reference architecture – Part 2: Use cases and derived requirements

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This document provides examples of big data use cases with application domains and technical considerations derived from the contributed use cases © ISO/IEC…

Published

Last Updated: 18 Jul 2024

ISO/IEC 24668:2022

Information technology – Artificial intelligence – Process management framework for big data analytics

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Horizontal AI-enabling - Data Data collection Data management

Data processing Risk management Measurement and test methods Process, management and governance

This document provides a process management framework for using big data analytics (BDA) across most functions of an organization. Big…

Published

Last Updated: 18 Jul 2024

ISO 24143:2022 BS ISO 24143

Information and documentation. Information Governance. Concept and principles

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Horizontal AI-enabling - Information management Data management Data protection

Data quality Data sharing Organisational governance Privacy Risk management Process, management and governance

This document establishes concepts and principles for Information Governance. This document applies to the governance of the organisation’s past, current and future information assets. It…

Published

Last Updated: 18 Jul 2024

IEEE 7005-2021

IEEE Standard for Transparent Employer Data Governance

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Vertical AI-enabling - Data AI-enabling - Information management AI-enabling - IT governance

Data collection Data management Data processing Data protection Data sharing Documentation Explainability and transparency Organisational governance Privacy Security and resilience Process, management and governance Product and performance requirements

Specific methodologies to help employers in accessing, collecting, storing, utilizing, sharing, and destroying employee data are described in this standard.…

Published

Last Updated: 19 Jul 2024

IEEE 2801-2022

IEEE Recommended Practice for the Quality Management of Datasets for Medical Artificial Intelligence

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Healthcare and medicine - Health informatics AI-specific Data collection Data management

Data quality Process, management and governance

Promoted in this recommended practice are quality management activities for datasets used for artificial intelligence medical devices (AIMD). The document…

Published

Last Updated: 18 Jul 2024

ISO/TS 22272:2021 PD ISO/TS 22272:2021

Health Informatics. Methodology for analysis of business and information needs of health enterprises to support standards based architectures

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Healthcare and medicine - Health informatics AI-enabling - Information management Data management Organisational governance

Process, management and governance

What is ISO/TS 22272 about? PD ISO/TS 22272 presents a methodology that supports and enables the development of standards-based business…

Published

Last Updated: 18 Jul 2024

IEEE 3652.1-2020

IEEE Guide for Architectural Framework and Application of Federated Machine Learning

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Horizontal AI-specific Accuracy and performance Data collection

Data management Data processing Data protection Data sharing Privacy Security and resilience System architecture Foundational and terminology Measurement and test methods Process, management and governance Product and performance requirements

New IEEE Standard – Active. Federated machine learning defines a machine learning framework that allows a collective model to be…

Published

Last Updated: 18 Jul 2024

FD S97-725

Health informatics – Guide for implementation of a conceptual approach for a healthcare computerisation system

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Healthcare and medicine - Health informatics AI-enabling - Corporate governance AI-enabling - Information management AI-enabling - IT governance

Data management Process, management and governance

This document summarizes the work carried out by the sub-working group “conceptual approach” which aimed to develop elements of an…

Published

Last Updated: 18 Jul 2024

ISO 37000:2021 BS ISO 37000:2021

Governance of organizations. Guidance

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Horizontal AI-enabling - Corporate governance Accountability Data management

Organisational governance Risk management Process, management and governance

What is BS ISO 37000:2021 about? Governance helps organizations achieve their purpose in an effective and responsible way and meet…

Published

Last Updated: 18 Jul 2024

ITU-T Y.4471

Functional architecture of network-based driving assistance for autonomous vehicles

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Transport and autonomous vehicles - Road vehicles AI-specific Data management Data processing

Interoperability Safety System architecture Robotics and autonomous systems Interface and architecture

Recommendation ITU-T Y.4471 defines a reference functional architecture of network-based driving assistance (NDA) for autonomous vehicles. It clarifies the concept…

Published

Last Updated: 18 Jul 2024

ITU-T Y.3174

Framework for data handling to enable machine learning in future networks including IMT-2020

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Telecom and network-based services AI-specific Data collection Data management

Data processing Interoperability System architecture Interface and architecture Process, management and governance

This Recommendation provides a framework for data handling to enable machine learning (ML) in future networks including International Mobile Telecommunications…

Published

Last Updated: 18 Jul 2024

CAN/CIOSC 101

Ethical design and use of automated decision systems

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Horizontal AI-specific Accountability Bias and discrimination

Data management Explainability and transparency Human rights Human-centred design Organisational governance Risk management Robustness Safety Security and resillience Sustainability Process, management and governance

This standard specifies helps organizations protect human values and incorporate ethics in their design and use of automated decision systems.…

Published

Last Updated: 18 Jul 2024

Content Type

Information technology – Big data reference architecture – Part 2: Use cases and derived requirements

Information technology – Artificial intelligence – Process management framework for big data analytics

IEEE Recommended Practice for the Quality Management of Datasets for Medical Artificial Intelligence

Health Informatics. Methodology for analysis of business and information needs of health enterprises to support standards based architectures

Health informatics – Guide for implementation of a conceptual approach for a healthcare computerisation system

Governance of organizations. Guidance

Functional architecture of network-based driving assistance for autonomous vehicles

Framework for data handling to enable machine learning in future networks including IMT-2020

Ethical design and use of automated decision systems

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