Towards Human-Centred AI-Co-Creation: A Three-Level Framework for Effective Collaboration between Human and AI

Author:

Zhang Mingyuan1ORCID,Cheng Zhaolin1ORCID,Shiu Sheung Ting Ramona1ORCID,Liang Jiacheng1ORCID,Fang Cong1ORCID,Ma Zhengtao2ORCID,Fang Le2ORCID,Wang Stephen Jia3ORCID

Affiliation:

1. School of Design, The Hong Kong Polytechnic University, China

2. Laboratory for Artificial Intelligence in Design, China

3. School of Design, The Hong Kong Polytechnic University, China and Laboratory for Artificial Intelligence in Design, China

Funder

Research Centre for Future (Caring) Mobility, the HK Polytechnic University

The Laboratory for Artificial Intelligence in Design

University Strategic Importance Project, the HK Polytechnic University

School of Design Collaborative Research Funding (2021-2023), the HK Polytechnic University

Publisher

ACM

Reference19 articles.

1. Creativity factor evaluation

2. EunJeong Cheon , Cristina Zaga , Hee Rin Lee , Maria Luce Lupetti , Lynn Dombrowski , and Malte  F. Jung . 2021. Human-Machine Partnerships in the Future of Work: Exploring the Role of Emerging Technologies in Future Workplaces . In Companion Publication of the 2021 Conference on Computer Supported Cooperative Work and Social Computing (Virtual Event, USA) (CSCW ’21) . Association for Computing Machinery , New York, NY, USA , 323–326. https://doi.org/10.1145/3462204.3481726 10.1145/3462204.3481726 EunJeong Cheon, Cristina Zaga, Hee Rin Lee, Maria Luce Lupetti, Lynn Dombrowski, and Malte F. Jung. 2021. Human-Machine Partnerships in the Future of Work: Exploring the Role of Emerging Technologies in Future Workplaces. In Companion Publication of the 2021 Conference on Computer Supported Cooperative Work and Social Computing (Virtual Event, USA) (CSCW ’21). Association for Computing Machinery, New York, NY, USA, 323–326. https://doi.org/10.1145/3462204.3481726

3. Mapping the Landscape of Creativity Support Tools in HCI

4. Frederic Gmeiner , Kenneth Holstein , and Nikolas Martelaro . 2022 . Team Learning as a Lens for Designing Human-AI Co-Creative Systems . In ACM CHI 2022 Workshop on Generative AI and HCI. Frederic Gmeiner, Kenneth Holstein, and Nikolas Martelaro. 2022. Team Learning as a Lens for Designing Human-AI Co-Creative Systems. In ACM CHI 2022 Workshop on Generative AI and HCI.

5. Exploring Challenges and Opportunities to Support Designers in Learning to Co-create with AI-based Manufacturing Design Tools

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