A user-centered framework for human-AI co-creativity

Caterina Moruzzi; Solange Margarido

doi:10.1145/3613905.3650929

A user-centered framework for human-AI co-creativity

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The pervasive adoption and use of Generative AI tools prompted a discourse on determining the optimal balance between automation and human agency in processes executed by users with the assistance of this technology. This paper presents a user-centered co-creativity framework that identifies key dimensions responsible for the modulation of agency and control between users and AI in co-creative processes. It also suggests an actionable way of implementing the framework in a customization tool, in the form of a mobile application, which can be used to tailor the interaction between users and the AI system following the dimensions proposed in the framework. The paper contributes new insights within the literature on Computational Creativity and Human-Computer Interaction interested in the investigation of modalities of co-creation between humans and AI.

Original language	English
Title of host publication	CHI EA '24
Subtitle of host publication	Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems
Editors	Florian Floyd Mueller, Penny Kyburz, Julie R Williamson, Corina Sas
Publisher	ACM
Pages	1-9
Number of pages	9
ISBN (Electronic)	9798400703317
DOIs	https://doi.org/10.1145/3613905.3650929
Publication status	Published - 11 May 2024

Keywords / Materials (for Non-textual outputs)

co-creativity
framework
mixed-initiative
game design
customization tool

Access to Document

10.1145/3613905.3650929

Moruzzi2024CHI24UserCenteredAccepted author manuscript, 2.04 MB

Cite this

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title = "A user-centered framework for human-AI co-creativity",

abstract = "The pervasive adoption and use of Generative AI tools prompted a discourse on determining the optimal balance between automation and human agency in processes executed by users with the assistance of this technology. This paper presents a user-centered co-creativity framework that identifies key dimensions responsible for the modulation of agency and control between users and AI in co-creative processes. It also suggests an actionable way of implementing the framework in a customization tool, in the form of a mobile application, which can be used to tailor the interaction between users and the AI system following the dimensions proposed in the framework. The paper contributes new insights within the literature on Computational Creativity and Human-Computer Interaction interested in the investigation of modalities of co-creation between humans and AI.",

keywords = "co-creativity, framework, mixed-initiative, game design, customization tool",

author = "Caterina Moruzzi and Solange Margarido",

year = "2024",

month = may,

day = "11",

doi = "10.1145/3613905.3650929",

language = "English",

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editor = "Mueller, {Florian Floyd} and Penny Kyburz and Williamson, {Julie R} and Corina Sas",

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publisher = "ACM",

}

A user-centered framework for human-AI co-creativity. / Moruzzi, Caterina; Margarido, Solange.
CHI EA '24: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems. ed. / Florian Floyd Mueller; Penny Kyburz; Julie R Williamson; Corina Sas. ACM, 2024. p. 1-9.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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N2 - The pervasive adoption and use of Generative AI tools prompted a discourse on determining the optimal balance between automation and human agency in processes executed by users with the assistance of this technology. This paper presents a user-centered co-creativity framework that identifies key dimensions responsible for the modulation of agency and control between users and AI in co-creative processes. It also suggests an actionable way of implementing the framework in a customization tool, in the form of a mobile application, which can be used to tailor the interaction between users and the AI system following the dimensions proposed in the framework. The paper contributes new insights within the literature on Computational Creativity and Human-Computer Interaction interested in the investigation of modalities of co-creation between humans and AI.

AB - The pervasive adoption and use of Generative AI tools prompted a discourse on determining the optimal balance between automation and human agency in processes executed by users with the assistance of this technology. This paper presents a user-centered co-creativity framework that identifies key dimensions responsible for the modulation of agency and control between users and AI in co-creative processes. It also suggests an actionable way of implementing the framework in a customization tool, in the form of a mobile application, which can be used to tailor the interaction between users and the AI system following the dimensions proposed in the framework. The paper contributes new insights within the literature on Computational Creativity and Human-Computer Interaction interested in the investigation of modalities of co-creation between humans and AI.

KW - co-creativity

KW - framework

KW - mixed-initiative

KW - game design

KW - customization tool

UR - https://dl.acm.org/conference/chi/proceedings

U2 - 10.1145/3613905.3650929

DO - 10.1145/3613905.3650929

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A2 - Williamson, Julie R

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A user-centered framework for human-AI co-creativity

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A user-centered framework for human-AI co-creativity

Abstract

Keywords / Materials (for Non-textual outputs)

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DECaDE: DECADE: CENTRE FOR THE DECENTRALIZED DIGITAL ECONOMY

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