Open Access

ARTICLE

Combining Deep Learning with Knowledge Graph for Design Knowledge Acquisition in Conceptual Product Design

Yuexin Huang^1,2, Suihuai Yu¹, Jianjie Chu^1,*, Zhaojing Su^1,3, Yangfan Cong¹, Hanyu Wang¹, Hao Fan⁴

1 Key Laboratory of Industrial Design and Ergonomics, Ministry of Industry and Information Technology, Northwestern Polytechnical University, Xi’an, 710072, China
2 School of Industrial Design Engineering, Delft University of Technology, Delft, 2628 CE, The Netherlands
3 Department of Industrial Design, College of Arts, Shandong University of Science and Technology, Tsingtao, 266590, China
4 College of Computer Science and Technology, Zhejiang University, Hangzhou, 310027, China

* Corresponding Author: Jianjie Chu. Email: