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research-article

Toward Understanding the Design of Intertwined Human–Computer Integrations

Published: 23 September 2023 Publication History

Abstract

Human–computer integration is an HCI trend in which computational machines can have agency, i.e., take control. Our work focuses on a particular form of integration in which the user and the computational machine share agency over the user's body, that is, can simultaneously (in contrast to a traditional turn-taking approach) control the user's body. The result is a user experience where the agency of the user and the computational machine is so intertwined that it is often no more discernable who contributed what to what extent; we call this “intertwined integration”. Due to the recency of advanced technologies enabling intertwined integration systems, we find that little understanding and documented design knowledge exist. To begin constructing such an understanding, we use three case studies to propose two key dimensions (“awareness of machine's agency” and “alignment of machine's agency”) to articulate a design space for intertwined integration systems. We differentiate four roles that computational machines can assume in this design space (angel, butler, influencer, and adversary). Based on our craft knowledge gained through designing such intertwined integration systems, we discuss strategies to help designers create future systems. Ultimately, we aim at advancing the HCI field's emerging understanding of sharing agency.

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    cover image ACM Transactions on Computer-Human Interaction
    ACM Transactions on Computer-Human Interaction  Volume 30, Issue 5
    October 2023
    593 pages
    ISSN:1073-0516
    EISSN:1557-7325
    DOI:10.1145/3623487
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    Published: 23 September 2023
    Online AM: 05 April 2023
    Accepted: 20 November 2022
    Revised: 27 September 2022
    Received: 20 May 2021
    Published in TOCHI Volume 30, Issue 5

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