Promoting knowledge recommendation in innovative engineering design: a BERT-GAT-based patent representation learning approach

IF 2.5 2区工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY

Journal of Engineering Design Pub Date : 2024-04-30 DOI:10.1080/09544828.2024.2339713

Mingrui Li, Zuoxu Wang, Zhijie Yan, Xinxin Liang, Jihong Liu

引用次数: 0

Abstract

Since innovation in complex product design hinges on thorough engineering knowledge application, high-quality patent recommendations foster innovation in engineering design. However, many patent kn...

查看原文本刊更多论文

促进创新工程设计中的知识推荐：基于 BERT-GAT 的专利表征学习方法

由于复杂产品设计的创新取决于工程知识的全面应用，因此高质量的专利建议可促进工程设计的创新。然而，许多专利建议都是...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文求助全文

来源期刊

Journal of Engineering Design 工程技术-工程：综合

CiteScore

5.00

自引率

33.30%

发文量

审稿时长

4.5 months

期刊介绍： The Journal of Engineering Design is a leading international publication that provides an essential forum for dialogue on important issues across all disciplines and aspects of the design of engineered products and systems. The Journal publishes pioneering, contemporary, best industrial practice as well as authoritative research, studies and review papers on the underlying principles of design, its management, practice, techniques and methodologies, rather than specific domain applications. We welcome papers that examine the following topics: Engineering design aesthetics, style and form- Big data analytics in engineering design- Collaborative design in engineering- Engineering concept design- Creativity and innovation in engineering- Engineering design architectures- Design costing in engineering Design education and pedagogy in engineering- Engineering design for X, e.g. manufacturability, assembly, environment, sustainability- Engineering design management- Design risk and uncertainty in engineering- Engineering design theory and methodology- Designing product platforms, modularity and reuse in engineering- Emotive design, e.g. Kansei engineering- Ergonomics, styling and the design process- Evolutionary design activity in engineering (product improvement & refinement)- Global and distributed engineering design- Inclusive design and assistive engineering technology- Engineering industrial design and total design- Integrated engineering design development- Knowledge and information management in engineering- Engineering maintainability, sustainability, safety and standards- Multi, inter and trans disciplinary engineering design- New engineering product design and development- Engineering product introduction process[...]