In this section
@article{Sadek:2023:10.1007/s43681-023-00373-7,
author = {Sadek, M and Calvo, R and Mougenot, C},
doi = {10.1007/s43681-023-00373-7},
journal = {AI and Ethics},
title = {Designing value-sensitive AI: a critical review and recommendations for socio-technical design processes},
url = {http://dx.doi.org/10.1007/s43681-023-00373-7},
year = {2023}
}
TY - JOUR
AB - This paper presents a critical review of how different socio-technical design processes for AI-based systems, from scholarly works and industry, support the creation of value-sensitive AI (VSAI). The review contributes to the emerging field of human-centred AI, and the even more embryonic space of VSAI in four ways: (i) it introduces three criteria for the review of VSAI based on their contribution to design processes’ overall value-sensitivity, and as a response to criticisms that current interventions are lacking in these aspects: comprehensiveness, level of guidance offered, and methodological value-sensitivity, (ii) it provides a novel review of socio-technical design processes for AI-based systems, (iii) it assesses each process based on the mentioned criteria and synthesises the results into broader trends, and (iv) it offers a resulting set of recommendations for the design of VSAI. The objective of the paper is to help creators and followers of design processes—whether scholarly or industry-based—to understand the level of value-sensitivity offered by different socio-technical design processes and act accordingly based on their needs: to adopt or adapt existing processes or to create new ones.
AU - Sadek,M
AU - Calvo,R
AU - Mougenot,C
DO - 10.1007/s43681-023-00373-7
PY - 2023///
SN - 2730-5961
TI - Designing value-sensitive AI: a critical review and recommendations for socio-technical design processes
T2 - AI and Ethics
UR - http://dx.doi.org/10.1007/s43681-023-00373-7
UR - http://hdl.handle.net/10044/1/108217
ER -
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