Design fixation;
Generative-AI;
Creativity support tools;
INSPIRATION;
CREATIVITY;
EXAMPLES;
D O I:
10.1145/3613904.3642919
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Generative AI systems have been heralded as tools for augmenting human creativity and inspiring divergent thinking, though with little empirical evidence for these claims. This paper explores the effects of exposure to AI-generated images on measures of design fixation and divergent thinking in a visual ideation task. Through a between-participants experiment (N=60), we found that support from an AI image generator during ideation leads to higher fixation on an initial example. Participants who used AI produced fewer ideas, with less variety and lower originality compared to a baseline. Our qualitative analysis suggests that the effectiveness of co-ideation with AI rests on participants' chosen approach to prompt creation and on the strategies used by participants to generate ideas in response to the AI's suggestions. We discuss opportunities for designing generative AI systems for ideation support and incorporating these AI tools into ideation workflows.
机构:
Xi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
Li, Meng
Li, Yaning
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h-index: 0
机构:
Xi An Jiao Tong Univ, Joint Sch Design & Innovat, Xianning Rd 28, Xian 710049, Peoples R China
Politecn Milan, XJTU POLIMI Joint Sch Design & Innovat, Piazza Leonardo da Vinci 32, I-20133 Milan, ItalyXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
Li, Yaning
He, Chenyang
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机构:
Xi An Jiao Tong Univ, Joint Sch Design & Innovat, Xianning Rd 28, Xian 710049, Peoples R China
Politecn Milan, XJTU POLIMI Joint Sch Design & Innovat, Piazza Leonardo da Vinci 32, I-20133 Milan, ItalyXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
He, Chenyang
Wang, Houxiang
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h-index: 0
机构:
Xi An Jiao Tong Univ, Joint Sch Design & Innovat, Xianning Rd 28, Xian 710049, Peoples R China
Politecn Milan, XJTU POLIMI Joint Sch Design & Innovat, Piazza Leonardo da Vinci 32, I-20133 Milan, ItalyXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
Wang, Houxiang
Zhong, Jiaqian
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h-index: 0
机构:
Xi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
Zhong, Jiaqian
Jiang, Shengxin
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Joint Sch Design & Innovat, Xianning Rd 28, Xian 710049, Peoples R China
Politecn Milan, XJTU POLIMI Joint Sch Design & Innovat, Piazza Leonardo da Vinci 32, I-20133 Milan, ItalyXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
Jiang, Shengxin
He, Mingtao
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h-index: 0
机构:
Xi An Jiao Tong Univ, Joint Sch Design & Innovat, Xianning Rd 28, Xian 710049, Peoples R China
Politecn Milan, XJTU POLIMI Joint Sch Design & Innovat, Piazza Leonardo da Vinci 32, I-20133 Milan, ItalyXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
He, Mingtao
Qiao, Zhining
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Joint Sch Design & Innovat, Xianning Rd 28, Xian 710049, Peoples R China
Politecn Milan, XJTU POLIMI Joint Sch Design & Innovat, Piazza Leonardo da Vinci 32, I-20133 Milan, ItalyXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
Qiao, Zhining
Chen, Jiawang
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h-index: 0
机构:
Xi An Jiao Tong Univ, Joint Sch Design & Innovat, Xianning Rd 28, Xian 710049, Peoples R China
Politecn Milan, XJTU POLIMI Joint Sch Design & Innovat, Piazza Leonardo da Vinci 32, I-20133 Milan, ItalyXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
Chen, Jiawang
Yin, Yuan
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h-index: 0
机构:
Imperial Coll London, Dyson Sch Design Engn, London SW7 2AZ, EnglandXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
Yin, Yuan
Lc, Ray
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Sch Creat Media, Level 7,18 Tat Hong Ave, Hong Kong, Peoples R ChinaXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
Lc, Ray
Han, Ji
论文数: 0引用数: 0
h-index: 0
机构:
Univ Exeter, Business Sch, Exeter EX4 4QJ, Devon, EnglandXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
Han, Ji
Yang, Zengyao
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
Yang, Zengyao
Shidujaman, Mohammad
论文数: 0引用数: 0
h-index: 0
机构:
Independent Univ Bangladesh IUB, RIoT Res Ctr, Dept Comp Sci & Engn, 16 Aftab Uddin Ahmed Rd, Dhaka 1229, BangladeshXi An Jiao Tong Univ, Sch Mech Engn, Xianning Rd 28, Xian 710049, Peoples R China
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, HKSAR, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, HKSAR, Hong Kong, Peoples R China
He, Zhili
Wang, Yu-Hsing
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, HKSAR, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, HKSAR, Hong Kong, Peoples R China
Wang, Yu-Hsing
Zhang, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, Sch Civil Engn, Nanjing, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Civil & Environm Engn, HKSAR, Hong Kong, Peoples R China