A Method for Constructing Engineering-Biology Domain Knowledge Network Oriented Toward Collective Intelligence Innovation Design

Haibo Liu, Lin Gong*, Xianpeng Zhang, Xuqiang Chang, Hanhun Li, Weipeng Jiang

*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

In the context of the era of information, the growth of personalized user needs and the development of Internet plus technology have brought new challenges and opportunities to product innovation design. As an emerging design mode, collective intelligence design can acquire design knowledge through group wisdom and extensive range to improve the market adaptability of products and the innovation ability of enterprises. As a kind of long-distance knowledge, biology domain knowledge can effectively play the incentive role of cross-domain knowledge in the collective intelligence design process. However, there is currently no effective way of combining engineering with biology domain knowledge to underpin the design process. To address this issue, we propose a method for constructing an engineering-biology domain knowledge network for collective intelligence innovation design: A cross-domain knowledge representation model is constructed to achieve unified representation of engineering and biology domain knowledge; By using cross-domain entity extraction and relationship generation methods, an engineering-biology domain knowledge network is automatically constructed. This method provides a new perspective for cross-domain knowledge motivation and inspiration in collective intelligence innovation design. Through the representation and relationship generation of cross-domain knowledge, our engineering-biology domain knowledge network can provide designers with long-distance design knowledge incentives, improving the quality and innovation of generated solutions.

源语言英语
主期刊名2024 International Conference on Automation in Manufacturing, Transportation and Logistics, ICaMaL 2024
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9798350378658
DOI
出版状态已出版 - 2024
活动2024 International Conference on Automation in Manufacturing, Transportation and Logistics, ICaMaL 2024 - Hong Kong, 香港
期限: 7 8月 20249 8月 2024

出版系列

姓名2024 International Conference on Automation in Manufacturing, Transportation and Logistics, ICaMaL 2024

会议

会议2024 International Conference on Automation in Manufacturing, Transportation and Logistics, ICaMaL 2024
国家/地区香港
Hong Kong
时期7/08/249/08/24

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