TY - GEN
T1 - A paradigm shift in design driven by AI
AU - Wu, Qiong
AU - Zhang, Cun Jun
N1 - Publisher Copyright:
© Springer Nature Switzerland AG 2020.
PY - 2020
Y1 - 2020
N2 - The rapid development of artificial intelligence has brought many surprises and challenges to design. Its powerful computing intelligence, perceptual intelligence and cognitive intelligence can change or even replace many traditional designers’ operations, especially those kinds of data-based and standardized work. AI already changed design method from design operations to computing logic, design object from objects to a complex adaptive system, and the goal of design also extended from solving problems to defining and solving problems. Based on the analysis of two cases we carried out, our understanding of artificial intelligence involved in the design process is summarized. Against the backdrop of artificial intelligence, the change of design tasks and methods, and how to give full play to the advantages of artificial intelligence to carry out the in-depth human-machine intelligent collaborative design in the future application are discussed.
AB - The rapid development of artificial intelligence has brought many surprises and challenges to design. Its powerful computing intelligence, perceptual intelligence and cognitive intelligence can change or even replace many traditional designers’ operations, especially those kinds of data-based and standardized work. AI already changed design method from design operations to computing logic, design object from objects to a complex adaptive system, and the goal of design also extended from solving problems to defining and solving problems. Based on the analysis of two cases we carried out, our understanding of artificial intelligence involved in the design process is summarized. Against the backdrop of artificial intelligence, the change of design tasks and methods, and how to give full play to the advantages of artificial intelligence to carry out the in-depth human-machine intelligent collaborative design in the future application are discussed.
KW - Artificial intelligence
KW - Design evaluation
KW - Design method
UR - https://www.scopus.com/pages/publications/85088752276
U2 - 10.1007/978-3-030-50334-5_11
DO - 10.1007/978-3-030-50334-5_11
M3 - 会议稿件
AN - SCOPUS:85088752276
SN - 9783030503338
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 167
EP - 176
BT - Artificial Intelligence in HCI - 1st International Conference, AI-HCI 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Proceedings
A2 - Degen, Helmut
A2 - Reinerman-Jones, Lauren
PB - Springer
T2 - 1st International Conference on Artificial Intelligence in HCI, AI-HCI 2020, held as part of the 22nd International Conference on Human-Computer Interaction, HCII 2020
Y2 - 19 July 2020 through 24 July 2020
ER -