Survey of the Role of Domain Experts in Recent AI System Life Cycle Models
DS 130: Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th - 14th August 2024
Year: 2024
Editor: Malmqvist, J.; Candi, M.; Saemundsson, R. J.; Bystrom, F. and Isaksson, O.
Author: Muller, Benedikt; Roth, Daniel; Kreimeyer, Matthias
Series: NordDESIGN
Institution: University of Stuttgart, Germany
Page(s): 256-265
DOI number: 10.35199/NORDDESIGN2024.28
ISBN: 978-1-912254-21-7
Abstract
Artificial intelligence (AI) is a cross-cutting technology with applications along the entire value chain. The integration of AI systems in product development opens up potential applications as of now. Challenges arise due to different levels of expertise from the involvement of non-AI experts in the development of AI systems. This contribution examines the recent involvement of domain experts in AI system life cycle models from the literature and identifies cross-disciplinary research needs, such as the development of comprehensible methods for the needs-based collection of information.
Keywords: Artificial Intelligence (AI), Multi-/Cross-/Trans-Disciplinary Approaches, Product Development, Change Management