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International Journal of Production Research Volume 61, 2023 - Issue 12: Industrial Internet of Things-Enabled Digital Servitization
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Research Articles

An ABGE-aided manufacturing knowledge graph construction approach for heterogeneous IIoT data integration

Lei Rena School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0001-6346-6930View further author information
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Yingjie Lia School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of ChinaORCID Iconhttps://orcid.org/0000-0002-8022-2871View further author information
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Xiaokang Wangb Department of Computer Science, St. Francis Xavier University, Antigonish, CanadaORCID Iconhttps://orcid.org/0000-0002-0981-6204View further author information
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Jin Cuic Research Institute for Frontier Science, Beihang University, Beijing, People's Republic of ChinaORCID Iconhttps://orcid.org/0000-0003-1579-6526View further author information
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Lin Zhanga School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of ChinaORCID Iconhttps://orcid.org/0000-0003-1989-6102View further author information
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Pages 4102-4116 | Received 02 Sep 2021, Accepted 22 Jan 2022, Published online: 11 Mar 2022

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Suri Liu, Wenyuan Wang, Shaopeng Zhong, Yun Peng, Qi Tian, Ruoqi Li, Xubo Sun & Yi Yang. (2024) A graph-based approach for integrating massive data in container terminals with application to scheduling problem. International Journal of Production Research 0:0, pages 1-21.
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Kendrik Yan Hong Lim, Theresia Stefanny Yosal, Chun-Hsien Chen, Pai Zheng, Lihui Wang & Xun Xu. (2023) Graph-enabled cognitive digital twins for causal inference in maintenance processes. International Journal of Production Research 0:0, pages 1-18.
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Pai Zheng, Xun Xu & Lihui Wang. (2023) Editorial notes: Industrial Internet-of-Things (IIoT)-enabled digital servitisation. International Journal of Production Research 61:12, pages 3844-3848.
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Yuchun Tu, Wenxin Li, Xiao Song, Kaiqi Gong, Lu Liu, Yunhao Qin, Songsong Liu & Ming Liu. Using graph neural network to conduct supplier recommendation based on large-scale supply chain. International Journal of Production Research 0:0, pages 1-14.
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Articles from other publishers (14)

Long Ding, Yi Zhang, Haihua Zhu & Dunbing Tang. (2024) Chinese Entity Recognition for Cloud Manufacturing Knowledge Graph Construction. Chinese Entity Recognition for Cloud Manufacturing Knowledge Graph Construction.
Xiaobin Li, Shucheng Zhang, Pei Jiang, Mikun Deng, Xi Vincent Wang & Chao Yin. (2024) Knowledge graph based OPC UA information model automatic construction method for heterogeneous devices integration. Robotics and Computer-Integrated Manufacturing 88, pages 102736.
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Lei Ren, Jiabao Dong, Lin Zhang, Yuanjun Laili, Xiaokang Wang, Yue Qi, Bo Hu Li, Lihui Wang, Laurence T. Yang & M. Jamal Deen. (2024) Industrial Metaverse for Smart Manufacturing: Model, Architecture, and Applications. IEEE Transactions on Cybernetics 54:5, pages 2683-2695.
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Josip Marić, Mirjana Pejić Bach & Shivam Gupta. (2024) The origins of digital service innovation (DSI): systematic review of ontology and future research agenda. Journal of Service Management 35:2, pages 141-175.
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Yanying Wang, Ying Cheng, Qinglin Qi & Fei Tao. (2024) IDS-KG: An industrial dataspace-based knowledge graph construction approach for smart maintenance. Journal of Industrial Information Integration 38, pages 100566.
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Shengjie Kong, Xiang Huang, Xiao Zhong & Mingye Yang. (2024) Entity recognition method for airborne products metrological traceability knowledge graph construction. Measurement 225, pages 114032.
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Palanichamy Naveen, Rajagopal Maheswar & Pavel Trojovský. (2024) GeoNLU: Bridging the gap between natural language and spatial data infrastructures. Alexandria Engineering Journal 87, pages 126-147.
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Yuefeng He, Yang He, Xu Zheng, Bei Hui & Bin Tian. (2023) A Correlation And Order-Aware Rule Learning Method For Knowledge Graph Reasoning. A Correlation And Order-Aware Rule Learning Method For Knowledge Graph Reasoning.
Fengge Yi, Xiumei Wei, Xiaojing Liu & Xuesong Jiang. (2023) Sequence-to-Sequence Knowledge Graph Completion Based On Gated Attention Unit. Sequence-to-Sequence Knowledge Graph Completion Based On Gated Attention Unit.
Xiaojing Liu, Xuesong Jiang & Fengge Yi. (2023) Multilingual Knowledge Graph Completion via Multimodal Decouple and Relation-based Ensemble Inference. Multilingual Knowledge Graph Completion via Multimodal Decouple and Relation-based Ensemble Inference.
Runhan Song, Lun Li, Lei Cui, Qiqi Liu & Jin Gao. (2023) Binary Malware Detection via Heterogeneous Information Deep Ensemble Learning. Binary Malware Detection via Heterogeneous Information Deep Ensemble Learning.
Yuhu Shang, Yimeng Ren, Hao Peng, Yue Wang, Gang Wang, Zhong Cheng Li, Yangzhao Yang & Yangyang Li. (2023) A Perspective Survey on Industrial Knowledge Graphs: Recent Advances, Open Challenges, and Future Directions. A Perspective Survey on Industrial Knowledge Graphs: Recent Advances, Open Challenges, and Future Directions.
Yingrui Xu, Jingyuan Hu, Jingguo Ge, Yulei Wu, Tong Li & Hui Li. (2023) Contrastive Learning at the Relation and Event Level for Rumor Detection. Contrastive Learning at the Relation and Event Level for Rumor Detection.
Chuanwei Zhang, Lingling Dong & Yunrui Wang. (2023) Design-Manufacturing-Operation & Maintenance (O&M) Integration of Complex Product Based on Digital Twin. Applied Sciences 13:2, pages 1052.
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