Towards a Design (Research) Framework with Generative AI

被引:4
|
作者
van der Maden, Willem [1 ]
van Beek, Evert [1 ]
Nicenboim, Iohanna [1 ]
van der Burg, Vera [2 ]
Kun, Peter [3 ]
Lomas, Derek [1 ]
Kang, Eunsu [4 ]
机构
[1] Delft Univ Technol, Dept Human Ctr Design, Delft, Netherlands
[2] Delft Univ Technol, Design Intelligence Lab, Delft, Netherlands
[3] IT Univ Copenhagen, Digital Design Dept, Copenhagen, Denmark
[4] Carnegie Mellon Univ, Machine Learning Dept, Pittsburgh, PA USA
关键词
generative artifcial intelligence; design research; creative practices; computational creativity;
D O I
10.1145/3563703.3591453
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This one day workshop will explore the use of Generative Artifcial Intelligence (GenAI) in design research and practice. Generative technologies are developing rapidly and many designers are using them. Yet, there remains little published work on the use of GenAI in design. Our goal is to not only showcase the potential of GenAI for design, but to engage in discussions of its shortcomings and opportunities as they have been already articulated by scholars. By synthesizing both published and unpublished works, we will develop best practices, ethical considerations, and future research directions for the use of GenAI in design. We will explore a range of topics and themes, including leveraging the characteristics of GenAI for design, mapping the diverse applications of GenAI in design, envisioning a framework for design, and guiding future work on GenAI in design research. Ultimately, we hope to provide a roadmap for the integration of GenAI into the design research process and to encourage designers and researchers to explore the potential of GenAI in a thoughtful and deliberate way.
引用
收藏
页码:107 / 109
页数:3
相关论文
共 50 条
  • [1] Towards an integrated generative design framework
    Singh, Vishal
    Gu, Ning
    DESIGN STUDIES, 2012, 33 (02) : 185 - 207
  • [2] Contestable AI by Design: Towards a Framework
    Kars Alfrink
    Ianus Keller
    Gerd Kortuem
    Neelke Doorn
    Minds and Machines, 2023, 33 : 613 - 639
  • [3] Contestable AI by Design: Towards a Framework
    Alfrink, Kars
    Keller, Ianus
    Kortuem, Gerd
    Doorn, Neelke
    MINDS AND MACHINES, 2023, 33 (04) : 613 - 639
  • [4] GDT Framework: Integrating Generative Design and Design Thinking for Sustainable Development in the AI Era
    Chen, Yongliang
    Qin, Zhongzhi
    Sun, Li
    Wu, Jiantao
    Ai, Wen
    Chao, Jiayuan
    Li, Huaixin
    Li, Jiangnan
    SUSTAINABILITY, 2025, 17 (01)
  • [5] Generative AI for medical research
    Morley, Jessica
    DeVito, Nicholas J.
    Zhang, Joe
    BMJ-BRITISH MEDICAL JOURNAL, 2023, 382
  • [6] Policy framework for the utilization of generative AI
    Cheng, Kunming
    Wu, Haiyang
    CRITICAL CARE, 2024, 28 (01)
  • [7] Towards a strategic framework for design research
    Fulcher, AJ
    Hills, P
    JOURNAL OF ENGINEERING DESIGN, 1996, 7 (02) : 183 - 193
  • [8] StyleWe: Towards Style Fusion in Generative Fashion Design with Efficient Federated AI
    Wu, Di
    Wu, Mingzhu
    Li, Yeye
    Jiang, Jianan
    Li, Xinglin
    Deng, Hanhui
    Liu, Can
    Li, Yi
    Proceedings of the ACM on Human-Computer Interaction, 2024, 8 (CSCW2)
  • [9] Redefining design competence: A framework for equipping product designers in the generative AI era
    Zhang, Kejun
    Zhang, Xiaoran
    Wu, Wenqi
    Wu, Songruoyao
    Cai, Shixuan
    Shen, Hanshu
    DESIGN JOURNAL, 2025,
  • [10] CrossGAI: A Cross-Device Generative AI Framework for Collaborative Fashion Design
    Deng, Hanhui
    Jiang, Jianan
    Yu, Zhiwang
    Ouyang, Jinhui
    Wu, Di
    PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT, 2024, 8 (01):