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Authors: Alexander Smirnov ; Tatiana Levashova and Nikolay Shilov

Affiliation: SPC RAS, 39, 14 Line, St. Petersburg, Russia

Keyword(s): Collaborative Decision Support, Human-AI Collaboration, Collaboration Types, Production System Configuration.

Abstract: Production systems can be considered as variable systems with dynamic structures and their efficient configuration requires support by AI. Human-AI collaborative systems seem to be a reasonable way of organizing such support. The paper studies collaborative decision support systems that can be considered as an implementation of the human-AI collaboration. It specifies collaboration and interaction types in decision support systems. Two collaboration types (namely, hybrid intelligence and operational collaboration) are considered in detail applied to the structural and dynamic production system configuration scenarios. Standard tasks for collaborative decision support that have to be solved in human-AI collaboration systems are defined based on these scenarios.

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Paper citation in several formats:
Smirnov, A.; Levashova, T. and Shilov, N. (2023). Human-AI Collaboration Types and Standard Tasks for Decision Support: Production System Configuration Use Case. In Proceedings of the 25th International Conference on Enterprise Information Systems - Volume 1: ICEIS; ISBN 978-989-758-648-4; ISSN 2184-4992, SciTePress, pages 599-606. DOI: 10.5220/0011987400003467

@conference{iceis23,
author={Alexander Smirnov. and Tatiana Levashova. and Nikolay Shilov.},
title={Human-AI Collaboration Types and Standard Tasks for Decision Support: Production System Configuration Use Case},
booktitle={Proceedings of the 25th International Conference on Enterprise Information Systems - Volume 1: ICEIS},
year={2023},
pages={599-606},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011987400003467},
isbn={978-989-758-648-4},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 25th International Conference on Enterprise Information Systems - Volume 1: ICEIS
TI - Human-AI Collaboration Types and Standard Tasks for Decision Support: Production System Configuration Use Case
SN - 978-989-758-648-4
IS - 2184-4992
AU - Smirnov, A.
AU - Levashova, T.
AU - Shilov, N.
PY - 2023
SP - 599
EP - 606
DO - 10.5220/0011987400003467
PB - SciTePress