Human-AI Collaboration Types and Standard Tasks for Decision Support: Production System Configuration Use Case

Alexander V. Smirnov, Tatiana Levashova, Nikolay Shilov

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.