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It’s smart, but you know, it lacks that human touch!: Exploring and designing for dynamic user control in AI-driven automated systems
Umeå University, Faculty of Social Sciences, Department of Informatics.
Umeå University, Faculty of Social Sciences, Department of Informatics.
2024 (English)Independent thesis Advanced level (degree of Master (Two Years)), 20 credits / 30 HE creditsStudent thesisAlternative title
Den är smart, men du vet, den saknar den där mänskliga touchen! : Utforska och designa för dynamisk användarkontroll i AI-drivna automatiserade system (Swedish)
Abstract [en]

As Artificial Intelligence (AI) and automation become more intertwined, understanding their impact on user control is essential. This study investigates dynamic user control in AI-driven automated systems, particularly in work environments. While adaptive automation (AA) has been extensively studied, there's a gap in research on adaptable and hybrid automation, where users control the level of automation (LOA). We bridge this gap with a design-oriented case study structured into three phases, evaluating one adaptable and one hybrid prototype. By understanding real-world perspectives of users and providers of an AI-driven automation system, we address the question: "How can we support users with dynamic control when designing for human-centred automation?”. Our findings are synthesized into insights that suggest a preference for a hybrid approach; one that balances user and AI-system collaboration, providing adaptive and personalized support, without overwhelming adaptability. Overall, our results conclude the importance of human involvement in the automation process, underscoring the need for "human touch” in the design of humancentred automation (HCAI).

Place, publisher, year, edition, pages
2024. , p. 51
Series
Informatik Student Paper Master (INFSPM) ; 2024.08
Keywords [en]
Adaptive Automation (AA), Adaptable Automation, Artificial Intelligence (AI), Automation of Interaction, Co-design, Control Dynamics, Human-centred Automation (HCAI)
National Category
Information Systems, Social aspects
Identifiers
URN: urn:nbn:se:umu:diva-226999OAI: oai:DiVA.org:umu-226999DiVA, id: diva2:1876242
External cooperation
Siftlab
Educational program
Master's Programme in Human-Computer Interaction
Supervisors
Examiners
Available from: 2024-06-25 Created: 2024-06-24 Last updated: 2025-02-17Bibliographically approved

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fulltext(1840 kB)224 downloads
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Åkerblom-Andersson, ChristinaTjernström, Linnéa
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CiteExportLink to record
Permanent link

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Citation style
  • apa
  • ieee
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Language
  • de-DE
  • en-GB
  • en-US
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  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
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  • text
  • asciidoc
  • rtf