Toward general design principles for generative AI applications

JD Weisz, M Muller, J He, S Houde - ar** review (2020-2023)
D Yang, E Kleinman, C Harteveld - 2024 IEEE Conference on …, 2024 - ieeexplore.ieee.org
This paper introduces a sco** review of 55 articles to explore GPT's potential for games,
offering researchers a comprehensive understanding of the current applications and …

GenAICHI: generative AI and HCI

M Muller, LB Chilton, A Kantosalo, CP Martin… - CHI conference on …, 2022 - dl.acm.org
This workshop applies human centered themes to a new and powerful technology,
generative artificial intelligence (AI). Unlike AI systems that produce decisions or …

Where are we so far? understanding data storytelling tools from the perspective of human-ai collaboration

H Li, Y Wang, H Qu - Proceedings of the 2024 CHI Conference on …, 2024 - dl.acm.org
Data storytelling is powerful for communicating data insights, but it requires diverse skills
and considerable effort from human creators. Recent research has widely explored the …

Friend, collaborator, student, manager: How design of an ai-driven game level editor affects creators

M Guzdial, N Liao, J Chen, SY Chen, S Shah… - Proceedings of the …, 2019 - dl.acm.org
Machine learning advances have afforded an increase in algorithms capable of creating art,
music, stories, games, and more. However, it is not yet well-understood how machine …

Beyond the artifact: power as a lens for creativity support tools

J Li, E Rawn, J Ritchie, J Tran O'Leary… - Proceedings of the 36th …, 2023 - dl.acm.org
Researchers who build creativity support tools (CSTs) define abstractions and software
representations that align with user needs to give users the power to accomplish tasks …

AI song contest: Human-AI co-creation in songwriting

CZA Huang, HV Koops, E Newton-Rex… - arxiv preprint arxiv …, 2020 - arxiv.org
Machine learning is challenging the way we make music. Although research in deep
generative models has dramatically improved the capability and fluency of music models …

It is your turn: Collaborative ideation with a co-creative robot through sketch

Y Lin, J Guo, Y Chen, C Yao, F Ying - … of the 2020 CHI conference on …, 2020 - dl.acm.org
Co-creative systems have been widely explored in the field of computational creativity.
However, existing AI partners of these systems are mostly virtual agents. As sketching on …