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FprEN ISO/IEC/TR 24027

(Main)

Information technology - Artificial intelligence (AI) - Bias in AI systems and AI aided decision making (ISO/IEC TR 24027:2021)

Information technology - Artificial intelligence (AI) - Bias in AI systems and AI aided decision making (ISO/IEC TR 24027:2021)

This document addresses bias in relation to AI systems, especially with regards to AI-aided decision-making. Measurement techniques and methods for assessing bias are described, with the aim to address and treat bias-related vulnerabilities. All AI system lifecycle phases are in scope, including but not limited to data collection, training, continual learning, design, testing, evaluation and use.

Künstliche Intelligenz (KI) - Bias in KI-Systemen und KI-gestützter Entscheidungsfindung (ISO/IEC TR 24027:2021)

Technologie de l'information - Intelligence artificielle (IA) - Biais dans les systèmes d’IA et dans la prise de décision assistée par IA (ISO/IEC TR 24027:2021)

Informacijska tehnologija - Umetna inteligenca (UI) - Pristranskost v sistemih UI in odločanje, podprto z UI (ISO/IEC TR 24027:2021)

General Information

Status
Not Published
Publication Date
18-Feb-2024
ICS
35.020 - Information technology (IT) in general
Technical Committee
CEN/CLC/JTC 21 - Artificial Intelligence
Drafting Committee
CEN/CLC/JTC 21/WG 3 - Engineering aspects
Current Stage
5020 - Vote circulated - Formal Approval
Start Date
24-Aug-2023
Due Date
28-Jun-2024
Completion Date
24-Aug-2023
Ref Project
kSIST-TP FprEN ISO/IEC/TR 24027:2023 - Information technology - Artificial intelligence (AI) - Bias in AI systems and AI aided decision making (ISO/IEC TR 24027:2021)

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Standards Content (Sample)

SLOVENSKI STANDARD
kSIST-TP FprEN ISO/IEC/TR 24027:2023
01-november-2023
Informacijska tehnologija - Umetna inteligenca (UI) - Pristranskost v sistemih UI in
odločanje, podprto z UI (ISO/IEC TR 24027:2021)
Information technology - Artificial intelligence (AI) - Bias in AI systems and AI aided
decision making (ISO/IEC TR 24027:2021)
Künstliche Intelligenz (KI) - Bias in KI-Systemen und KI-gestützter Entscheidungsfindung
(ISO/IEC TR 24027:2021)
Technologie de l'information - Intelligence artificielle (IA) - Tendance dans les systèmes
de l'IA et dans la prise de décision assistée par l'IA (ISO/IEC TR 24027:2021)
Ta slovenski standard je istoveten z: FprEN ISO/IEC/TR 24027
ICS:
35.020 Informacijska tehnika in Information technology (IT) in
tehnologija na splošno general
kSIST-TP FprEN ISO/IEC/TR 24027:2023 en,fr,de
2003-01.Slovenski inštitut za standardizacijo. Razmnoževanje celote ali delov tega standarda ni dovoljeno.

---------------------- Page: 1 ----------------------
kSIST-TP FprEN ISO/IEC/TR 24027:2023

---------------------- Page: 2 ----------------------
kSIST-TP FprEN ISO/IEC/TR 24027:2023
TECHNICAL ISO/IEC TR
REPORT 24027
First edition
2021-11
Information technology — Artificial
intelligence (AI) — Bias in AI systems
and AI aided decision making
Technologie de l'information — Intelligence artificielle (IA) —
Tendance dans les systèmes de l'IA et dans la prise de décision assistée
par l'IA
Reference number
ISO/IEC TR 24027:2021(E)
© ISO/IEC 2021

---------------------- Page: 3 ----------------------
kSIST-TP FprEN ISO/IEC/TR 24027:2023
ISO/IEC TR 24027:2021(E)
COPYRIGHT PROTECTED DOCUMENT
© ISO/IEC 2021
All rights reserved. Unless otherwise specified, or required in the context of its implementation, no part of this publication may
be reproduced or utilized otherwise in any form or by any means, electronic or mechanical, including photocopying, or posting on
the internet or an intranet, without prior written permission. Permission can be requested from either ISO at the address below
or ISO’s member body in the country of the requester.
ISO copyright office
CP 401 • Ch. de Blandonnet 8
CH-1214 Vernier, Geneva
Phone: +41 22 749 01 11
Email: copyright@iso.org
Website: www.iso.org
Published in Switzerland
ii
  © ISO/IEC 2021 – All rights reserved

---------------------- Page: 4 ----------------------
kSIST-TP FprEN ISO/IEC/TR 24027:2023
ISO/IEC TR 24027:2021(E)
Contents Page
Foreword .v
Introduction . vi
1 Scope . 1
2 Normative references . 1
3 Terms and definitions . 1
3.1 Artificial intelligence . 1
3.2 Bias . 2
4 Abbreviations . 3
5 Overview of bias and fairness . 3
5.1 General . 3
5.2 Overview of bias . 3
5.3 Overview of fairness.
...

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