使命:求天下学问、做工商精英  愿景:河海特色、世界知名  价值观:上善若水、大道大德
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徐鑫

工程经济与工程管理系  副教授

办公室:博学楼734

电话:68514734

邮箱xxu1990@163.com


教师简介

 

  

2009-092013-06  重庆大学建设管理与房地产学院 工程管理专业

2013-092016-06  东南大学土木工程学院  管理科学与工程专业

2016-082020-08  普渡大学土木工程学院 博士

2020-092021-08  普渡大学土木工程学院 博士后

2021-09至今          河海大学商学院工程管理与工程经济系 副教授


 

研究成果

  

  

代表性论文

1. Xu, X. and Cai, H.* (2021). “Ontology and Rule-Based Natural Language Processing Approach for Interpreting Textual Regulations on Underground Utility Infrastructure.” Advanced Engineering Informatics, IF: 3.879, H-index: 68JCR Q1 doi.org/10.1016/j.aei.2021.101288

2. Xu, X. and Cai, H.* (2021). “Towards an Ontology for Utility Infrastructure: Coupling the Semantics of CityGML Utility Network ADE and Domain Glossaries.” Journal of Computing in Civil Engineering, IF: 2.979, H-index: 64, JCR Q1  doi.org/10.1061/(ASCE)CP.1943-5487.0000977

3. Xu, X., Jeon, J., Zhang, Y., Yang, L., and Cai, H.* (2021). Automatic Generation of Customized Checklists for Digital Construction Inspection. Transportation Research Record, IF: 1.029, H-index: 94, JCR Q4 doi.org/10.1177/0361198121995825

4. Xu, X., Chen, K., and Cai, H.* (2020). “Automating Utility Permitting within Highway Right-of-way via a Generic UML/OCL Model and Natural Language Processing.” Journal of Construction Engineering and Management, ASCE, IF: 2.347, JCR Q2 doi.org/10.1061/(ASCE)CO.1943-7862.0001936

5. Xu, X. and Cai, H.* (2020). “Semantic Approach to Compliance Checking of Underground Utilities.” Automation in Construction, IF: 5.669, H-index: 95, JCR Q1 doi.org/10.1016/j.autcon.2019.103006

6. Xu, X., Yuan, C., Zhang, Y., Cai, H.*, Abraham, D. M., and Bowman, M. D. (2019). Ontology-Based Knowledge Management System for Digital Highway Construction Inspection. Transportation Research Record, IF: 1.029, H-index: 94, JCR Q4 doi.org/10.1177/0361198118823499 [美国交通研究大会杰出论文奖] – 新闻报道:https://engineering.purdue.edu/JTRP/Highlights/ce-research-team-wins-kb-woods-award-for-jtrp-project

7. Jeon, J., Xu, X., Zhang, Y., Yang, L., and Cai, H.* (2021). Extraction of Construction Quality Requirements from Textual Specifications via Natural Language Processing. Transportation Research Record, IF: 1.029, H-index: 94, JCR Q4  doi.org/10.1177/03611981211001385

8. Yang, Y., Dao, J., Zhou, S., Xu, J.F., Xu, X., Zhou, Z., and Ng, S.T.* (2021) “BIM-GIS-DCEs Enabled Vulnerability Assessment of Interdependent Infrastructures – A Case of Stormwater Drainage-Building-Road Transport Nexus in Urban Flooding.” Automation in Construction, IF: 5.669, H-index: 95, JCR Q1 doi.org/10.1016/j.autcon.2021.103626

9. Chen, K.*, Reichard, G., Akanmu, A., and Xu, X. (2021). “Geo-registering UAV-Captured Close-range Images to GIS-based Spatial Model for Building Façade Inspections.” Automation in Construction, IF: 5.669, H-index: 95, JCR Q1 doi.org/10.1016/j.autcon.2020.103503

10. Yuan, C., Park, J., Xu, X., Cai, H.*, Abraham, D. M., and Bowman, M. D. (2018). Risk-Based Prioritization of Construction Inspection. Transportation Research Record, IF: 1.029, H-index: 94, JCR Q4 doi.org/10.1177/0361198118782025

6.2 会议论文

11. Xu, X. and Cai, H. (2020). Classifying semantic relationships between utility-specific terminologies via LSTM networks along shortest dependency paths. ASCE Construction Research Congress, March 2020, Tempe, Arizona, USA doi.org/10.1061/9780784482865.040

12. Xu, X., Chen, K., and Cai, H. (2019). Modeling 3D spatial constraints to support utility compliance checking. ASCE International Conference on Computing in Civil Engineering 2019, June 2019, Atlanta, Georgia, USA doi.org/10.1061/9780784482421.056 [美国土木工程师国际计算大会最佳会议论文第三名] – 新闻报道 https://engineering.purdue.edu/CE/AboutUs/News/ Construction_Features/hubo-cai-xin-xu-receive-3rd-place-for-paper-at-asce-conference-on-computing-in-civil-engineering

13. Xu, X. and Cai, H. (2018). Semantic frame-based information extraction from utility regulatory documents to support compliance checking. In Proceedings of the 35th CIB W78 2018 Conference: IT in Design, Construction, and Management, October 2018, Chicago, Illinois, USA doi.org/10.1007/978-3-030-00220-6_27

14. Xu, X., Cai, H., and Chen, K. (2018). An ontology approach to utility knowledge representation. Construction Research Congress, March 2018, New Orleans, Louisiana, USA doi.org/10.1061/9780784481295.032

15. Chen, K., Reichard, G., and Xu, X. (2020). GIS-based modeling of multi-sourced image data collected for building facade inspection. ASCE Construction Research Congress, March 2020, Tempe, Arizona, USA doi.org/ 10.1061/9780784482865.092

16. Jeon, J., Cai, H., Yu D., and Xu, X. (2020). Identification of safety hazards using wearable EEG. ASCE Construction Research Congress, March 2020, Tempe, Arizona, USA doi.org/10.1061/9780784482872.021

17. Chen, K., Reichard, G., and Xu, X. (2019). Opportunities for Applying Camera-Equipped Drones towards Performance Inspections of Building Facades. ASCE International Conference on Computing in Civil Engineering 2019, June 2019, Atlanta, Georgia, USA doi.org/10.1061/9780784482445.015

 

当前研究

 

  

语义网技术(如本体,知识图谱等)和人工智能技术(如机器学习,深度学习,自然语言处理等)在土木工程基础设施集成管理中的应用研究