Human-Centric Dev-X-Ops Process for Trustworthiness in AI-Based Systems

Antonello Calabrò, Said Daoudagh, Eda Marchetti, Oum-El-kheir Aktouf, Annabelle Mercier

2024

Abstract

Ai’s potential economic growth necessitates ethical and socially responsible AI systems. Increasing human awareness and the adoption of human-centric solutions that incorporate, combine, and assure by design the most critical properties (such as security, safety, trust, transparency, and privacy) during the development will be a challenge to mitigate and effectively prevent issues in the era of AI. In that view, this paper proposes a human-centric Dev-X-Ops process (DXO4AI) for trustworthiness in AI-based systems. DXO4AI leverages existing solutions, focusing on the AI development lifecycle with a by-design solution for multiple desired properties. It integrates multidisciplinary knowledge and stakeholder focus.

Paper Citation

in Harvard Style

Calabrò A., Daoudagh S., Marchetti E., Aktouf O. and Mercier A. (2024). Human-Centric Dev-X-Ops Process for Trustworthiness in AI-Based Systems. In Proceedings of the 20th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST; ISBN 978-989-758-718-4, SciTePress, pages 288-295. DOI: 10.5220/0012998700003825

in Bibtex Style

@conference{webist24,
author={Antonello Calabrò and Said Daoudagh and Eda Marchetti and Oum-El-kheir Aktouf and Annabelle Mercier},
title={Human-Centric Dev-X-Ops Process for Trustworthiness in AI-Based Systems},
booktitle={Proceedings of the 20th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST},
year={2024},
pages={288-295},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012998700003825},
isbn={978-989-758-718-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 20th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST
TI - Human-Centric Dev-X-Ops Process for Trustworthiness in AI-Based Systems
SN - 978-989-758-718-4
AU - Calabrò A.
AU - Daoudagh S.
AU - Marchetti E.
AU - Aktouf O.
AU - Mercier A.
PY - 2024
SP - 288
EP - 295
DO - 10.5220/0012998700003825
PB - SciTePress