Development of 7-Week Machine Learning-Based Product Design Course
DS 130: Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th - 14th August 2024
Year: 2024
Editor: Malmqvist, J.; Candi, M.; Saemundsson, R. J.; Bystrom, F. and Isaksson, O.
Author: Jung, Eui-Chul; Le, Meile
Series: NordDESIGN
Institution: Seoul National University, Korea, Republic of (South Korea); Hanyang University, Korea, Republic of (South Korea)
Page(s): 568-576
DOI number: 10.35199/NORDDESIGN2024.61
ISBN: 978-1-912254-21-7
Abstract
Developing the ability to design by interpreting and incorporating machine learning technology considering human is important to define the role of product designers. This study developed a 7-week course based on the design process and ran a class on the subject of 'home camera.' The course consists of 1) machine learning-based user research and need definition, and 2) interaction design development using NAVER ENTRY. The course is expected to explore the role of designers who can implement human-centered design planning and implementation using machine learning tools.
Keywords: Design Education, Human Centred Design, Product Design, Machine Learning, Designer Role