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徐鑫副教授
商学院 副教授
电话: 025-68514734
办公室: 博学楼734
更新时间: 2024-04-09
教师简介

徐鑫,男,江苏泰州人,中共党员,毕业于美国普渡大学(Purdue University),获得土木工程(建设管理方向)博士学位。2021年10月加入河海大学商学院,从事工程管理相关教学与研究工作。研究方向主要包括土木工程基础设施集成管理、智能建造与运维,工程项目知识挖掘、语义建模与推理等。

研究领域

智能建造,工程大数据挖掘与分析

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


教授课程

工程项目管理,智能建造导论,数据库,BIM, Computer Application in Construction Management

学术论文

期刊论文

[NEW] 郭政宇, 徐鑫, 金辰昊, 刘俊, 高小慧, 张茅, 李芳欣. 基于知识图谱的中国生态环境治理薄弱环节识别及对策研究[J]. 2024,环境科学研究. (CSCD,通讯作者,第一作者为指导学生)

1. Chen, K.*, Reichard, G., Xu, X., and Akanmu, A. (2023).GIS-based Information System for Automated Building Façade Assessment based on Unmanned Aerial Vehicles and Artificial Intelligence. Journal of Architectural Engineering 

2. Yang, Y., Ng, S.T.*, Li, N.*, Xu, X., Xu, P., and Xu, F.J. (2023). Adapting HLA-based co-simulation for interdependent infrastructure resilience management. Automation in Construction, SCI(JCR Q1) DOI: 10.1016/j.autcon.2023.104860

3. Jeon, J., Zhang, Y., Yang, L., Xu, X., Cai, H.*, and Tran, D. (2023). Risk Breakdown Matrix for Risk-Based Inspection of Transportation Infrastructure Projects. Journal of Construction Engineering and Management, ASCE, SCI(JCR Q1) DOI: 0.1061/JCEMD4.COENG-12783

4. 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, SCI(JCR Q1doi.org/10.1016/j.aei.2021.101288

5. 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, SCI(JCR Q1) doi.org/10.1061/(ASCE)CP.1943-5487.0000977

6. Xu, X., Jeon, J., Zhang, Y., Yang, L., and Cai, H.* (2021). Automatic Generation of Customized Checklists for Digital Construction Inspection. Transportation Research Record, SCI(JCR Q4doi.org/10.1177/0361198121995825

7. 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, SCI(JCR Q1doi.org/10.1061/(ASCE)CO.1943-7862.0001936

8. Xu, X. and Cai, H.* (2020). “Semantic Approach to Compliance Checking of Underground Utilities.” Automation in Construction, SCI(JCR Q1) doi.org/10.1016/j.autcon.2019.103006

9. 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, SCI(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

10. 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, SCI(JCR Q4)  doi.org/10.1177/03611981211001385

11. Chen, K.*, Reichard, G., Xu, X., and Akanmu, A. (2021). Automated Crack Segmentation in Close-Range Building Façade Inspection Images Using Deep Learning Techniques,Journal of Building Engineering, SCI(JCR Q1doi.org/10.1016/j.jobe.2021.102913

12. 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, SCI(JCR Q1) doi.org/10.1016/j.autcon.2021.103626

13. 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, SCI(JCR Q1) doi.org/10.1016/j.autcon.2020.103503

14. 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, SCI(JCR Q4) doi.org/10.1177/0361198118782025

会议论文:

1. 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

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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


著作教材
科研项目

1、企业课题:架空输电线路机械化施工工艺设计与费用研究,60.2万,2024/05~至今,主持

2、国家级:2023/01~2026/12,国家自然科学基金面上项目,基于XR技术的“绿色+健康”建筑利益相关者参与式评价机制与提升策略研究,43.00万元,在研,参与

3、企业课题:岳阳市中心城区污水系统综合治理PPP项目(二期)-多尺度复杂系统视角下流域生态环境治理项目群,2023/04~2026/03,60.00万元,在研,子课题负责人。

4、Risk-based Construction Inspection Program for Highway Infrastructure Projects (SCDOT-4400022446),2020.01-至今,美国南卡罗莱州交通部,参与

5、Automating the Generation of Construction Inspection Checklists (SPR-4422),2019.07-2020.07,美国印第安纳州交通部,参与

6、Mapping the Underworld of Buried Utilities – A Hybrid Sensing Approach (CMMI-1462638),2016.08-2019.08,美国国家自然科学基金,参与

7、Risk-based Specification for Construction (SPR-4101),2016.08-2019.01,美国印第安纳州交通部,参与


获奖成果

[1] 2023年“智水杯”水工程BIM应用大赛银奖,中国水利水电勘测设计协会,2023

[2] 第二十八届建设管理与房地产发展国际学术研讨会优秀会议论文奖, 中华建设管理研究会,2023

[3] 2023年江苏省工程管理类专业优秀毕业设计(论文)二等奖(指导教师),江苏省土木建筑学会,2023

[4] 江苏省大学生工程管理创新、创业与实践竞赛设计类一等奖(指导教师),江苏省土木建筑学会,2022

[5] 江苏省双创博士, 江苏省教育厅,2022

[6] 美国国家公路与运输协会2020年度全美16个高价值研究项目奖, 美国国家公路与运输协会, 2020

[7] 美国交通研究大会年度杰出论文奖, 美国交通研究大会, 2020

[8] 美国土木工程师协会土木工程国际计算大会最佳会议论文奖, 美国土木工程师协会土木工程国际计算大会, 2019

[9] 美国交通研究大会最佳学术海报奖美国交通研究大会, 2018


学术兼职