An assembly process planning pipeline for industrial electronic equipment based on knowledge graph with bidirectional extracted knowledge from historical process documents

Author:

Xiao Youzi,Zheng ShuaiORCID,Leng Jiewu,Gao Ruibo,Fu Zihao,Hong Jun

Funder

National Key R &D Program of China

Publisher

Springer Science and Business Media LLC

Reference63 articles.

1. Abu-Salih, B. (2021). Domain-specific knowledge graphs: A survey. Journal of Network and Computer Applications, 185, 103076. https://doi.org/10.1016/j.jnca.2021.103076

2. Bao, Q., Zhao, G., Yu, Y., & Dai, S. (2022). Ontology-based assembly process modeling with element extraction and reasoning. Computer-Aided Design and Applications, 19, 280–292. https://doi.org/10.14733/cadconfP.2021.1-5

3. Chen, X., Jia, S., & Xiang, Y. (2020). A review: Knowledge reasoning over knowledge graph. Expert Systems with Applications, 141, 112948. https://doi.org/10.1016/j.eswa.2019.112948

4. DataFountain (2024). Network data. https://www.datafountain.cn

5. Devlin, J., Chang, M.- W., Lee, K. & Toutanova, K. (2019). Bert: Pre-training of deep bidirectional transformers for language understanding. In Proceedings of the 2019 conference of the north American chapter of the association for computational linguistics: Human language technologies, volume 1 (long and short papers) (pp. 4171–4186). Association for Computational Linguistics

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