Human-AI Collaboration in Production Management
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Human-AI Collaboration in Production Management, Springer Vieweg
A Framework for Decision Optimization through Hybrid Intelligence
Von Carl René Sauer, im heise shop in digitaler Fassung erhältlich
Produktinformationen "Human-AI Collaboration in Production Management"
The advent of artificial intelligence (AI) and machine learning (ML) has
significantly transformed production management in industrial manufacturing by
enabling data-driven decision-making. While human decision-making is valued for
its adaptability and contextual understanding, AI-driven systems offer the
advantage of faster, data-driven decisions. The concept of hybrid intelligence
combines these two poles by utilizing the potential of AI without neglecting the
necessary integration of human expertise. However, a structured method for
determining the appropriate degree of automation – defining the division of
tasks between humans and AI for each decision – is still lacking. Thus, this
thesis develops a framework to determine the optimal level of Human-AI
collaboration for production management use cases. This framework enables
organizations to leverage AI effectively across various scenarios, complementing
human expertise to enhance operational efficiency and decision-making processes.
By offering a systematic method, the framework helps avoid suboptimal AI/ML
deployments and supports organizations in harnessing hybrid intelligence for
innovative and future-ready production management.
Artikel-Details
- Anbieter:
- Springer Vieweg
- Autor:
- Carl René Sauer
- Artikelnummer:
- 9783658510053
- Veröffentlicht:
- 21.02.26
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