Ansgar Koene
ABSTRACT
The IEEE P7003 Standard for Algorithmic Bias Considerations is one of eleven IEEE ethics related standards currently under development as part of the IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems. The purpose of the IEEE P7003 standard is to provide individuals or organizations creating algorithmic systems with development framework to avoid unintended, unjustified and inappropriately differential outcomes for users. In this paper, we present the scope and structure of the IEEE P7003 draft standard, and the methodology of the development process.
- The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems. https://ethicsinaction.ieee.org/Google Scholar
- Ethically Aligned Design: A Vision for Prioritizing Human Well-being with Autonomous and Intelligent Systems, Version 2. IEEE, 2017. http://standards.ieee.org/develop/indconn/ec/autonomous_systems.htmlGoogle Scholar
- Ansgar Koene. Algorithmic Bias: Addressing Growing Concerns. IEEE Technology and Society Magazine, 26, 2, (June 2017), 31--32.Google Scholar
- Daniel Fagella, The Ethics of Artificial Intelligence for Business Leaders - Should Anyone Care? TechEmergence, December 9, 2017. https://www.techemergence.com/ethics-artificial-intelligence-business-leaders/Google Scholar
- IEEE P7003 Working Group http://sites.ieee.org/sagroups-7003/Google Scholar
Index Terms
- IEEE P7003™ standard for algorithmic bias considerations: work in progress paper
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