A Design Knowledge Transfer Method Based on Cross-Domain Knowledge Network

Haibo Liu, Lin Gong*, Xianpeng Zhang, Xin Liu, Zhenchong Mo, Haoran Cui

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The primary service target of design theory and methodology is designers. Based on designers' cognitive modes during design activities, the pivotal objectives of design theory and methodology research are to utilize design knowledge to generate design ideas and enhance innovation capabilities. In the realm of engineering design, the stimulatory effect of domain-specific knowledge on design is somewhat limited. As an instance of long-distance knowledge within the engineering field, interdisciplinary knowledge, particularly represented by the biology domain, holds significant application potential. However, designers often find it challenging to effectively harness this knowledge. To address this issue, we consider biology domain knowledge as long-distance knowledge and propose a knowledge transfer method tailored for engineering-biology domain design, leveraging cross-domain knowledge networks. We delve into the underlying semantic and contextual relationships between engineering and biology domain knowledge. Through sampling, we facilitate a bidirectional transfer of knowledge between these domains. Ultimately, we present two types of knowledge transfer application scenarios. In conceptual design, this method can bolster the cognitive and creative generation process, facilitate the application of biology domain knowledge in the engineering field, and assist designers in generating high-quality design ideas.

源语言英语
主期刊名2024 2nd International Conference on Design Science, ICDS 2024
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9798350376289
DOI
出版状态已出版 - 2024
活动2nd International Conference on Design Science, ICDS 2024 - Shanghai, 中国
期限: 2 8月 20244 8月 2024

出版系列

姓名2024 2nd International Conference on Design Science, ICDS 2024

会议

会议2nd International Conference on Design Science, ICDS 2024
国家/地区中国
Shanghai
时期2/08/244/08/24

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引用此

Liu, H., Gong, L., Zhang, X., Liu, X., Mo, Z., & Cui, H. (2024). A Design Knowledge Transfer Method Based on Cross-Domain Knowledge Network. 在 2024 2nd International Conference on Design Science, ICDS 2024 (2024 2nd International Conference on Design Science, ICDS 2024). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICDS62420.2024.10751692