TY - GEN
T1 - (X)AI-SPOT
T2 - 29th International Conference on Intelligent User Interfaces, IUI 2024
AU - Mendoza Estrada, Inti Gabriel
AU - Sabol, Vedran
AU - Müller, Hanna
AU - Hoffer, Johannes Georg
N1 - Publisher Copyright:
© 2024 Owner/Author.
PY - 2024/3/18
Y1 - 2024/3/18
N2 - We demonstrate (X)AI-SPOT - (X)AI-Supported Process Optimization Tool - that aims to encourage, facilitate, and enhance AI usage for process engineering and optimization in the production industry. Furthermore, (X)AI-SPOT seeks not to become a one-size-fits-all approach but a framework where each user archetype (Shop Floor Worker, Field Expert, and AI Expert) can receive tailored XAI functionality suited to their unique requirements. Currently, (X)AI-SPOT handles the Shop Floor Worker user archetype, with initial support for the Field Expert. We also describe our tool's architecture w.r.t. extendibility and support of different user archetypes; we share our findings from an expert user interview and conclude with a discussion of design decisions and future work. Our application is available at http://exait.know-center.at/mv-ui.
AB - We demonstrate (X)AI-SPOT - (X)AI-Supported Process Optimization Tool - that aims to encourage, facilitate, and enhance AI usage for process engineering and optimization in the production industry. Furthermore, (X)AI-SPOT seeks not to become a one-size-fits-all approach but a framework where each user archetype (Shop Floor Worker, Field Expert, and AI Expert) can receive tailored XAI functionality suited to their unique requirements. Currently, (X)AI-SPOT handles the Shop Floor Worker user archetype, with initial support for the Field Expert. We also describe our tool's architecture w.r.t. extendibility and support of different user archetypes; we share our findings from an expert user interview and conclude with a discussion of design decisions and future work. Our application is available at http://exait.know-center.at/mv-ui.
KW - eXplainable AI
KW - knowledge visualization
KW - metamodels
KW - process optimization
UR - http://www.scopus.com/inward/record.url?scp=85204690335&partnerID=8YFLogxK
U2 - 10.1145/3640544.3645235
DO - 10.1145/3640544.3645235
M3 - Conference paper
AN - SCOPUS:85204690335
T3 - ACM International Conference Proceeding Series
SP - 66
EP - 69
BT - Companion Proceedings of 29th International Conference on Intelligent User Interfaces, IUI 2024
PB - Association of Computing Machinery
Y2 - 18 March 2024 through 21 March 2024
ER -