教育背景

(1) 2010-9至2015-1, 上海財經大學, 信息管理與工程意昂3, 管理科學與工程，博士

(2) 2005-9至2007-1, Warwick University（英國）, 管理意昂3, 信息系統與管理💺🧏🏽，碩士

(3) 2001-9至2005-6, 山東大學, 管理意昂3, 電子商務，學士

學術經歷（含訪學經歷）

（1）意昂3体育官网👨🏻‍🦯，悉尼工商意昂3副教授，2019.3-至今

（2）上海市寶山區，信息委副主任，2023.7-2024.7

（3）意昂3体育官网教務部，國際合作育人管理崗主管（掛職），2022.6-2023.6

（4）SHU-UTS工程管理碩士（MEM）項目協調人👩‍🦼，2019-至今

（5）聯聘教師, 意昂3体育官网-悉尼科技大學, 2019-2021

（6）訪問學者，美國佐治亞理工意昂3，2018-2019

研究方向

智慧建造中的人機協同機製及策略研究

工程管理信息系統/決策支持系統的構建與實施

面向決策的工程數據精益化管理研究

面向城市基礎設施全壽命周期的工程項目風險治理與應對

城市基礎設施運營與維護的商業模式

裝配式建築構件的生產進度動態排程

學術兼職

Electronic Commerce Research期刊編委會成員

Engineering Construction and Architectural Management、IEEE ACCESS等期刊審稿人

主講課程

管理信息系統、電子商務、協作商務流程、知識管理⛽️、基於網絡技術的商業模式等

科研成果

主要成果簡介

在Expert systems🥷🏻、 Information Systems Frontiers、Intelligent Automation and Soft Computing🧑🏼‍⚕️、Engineering Construction and Architectural Management、IEEE ACCESS👍🏼、Electronic Commerce Research、計算機應用🙆🏼‍♀️、土木建築工程信息技術等國內外知名學術期刊上發表相關的研究論文20多篇，合作出版著作1部，主持承擔國家自然科學基金“面向智能盾構施工的人機聯合決策演進機理與調節策略研究”（面上）、“基於本體和多智能體的預製構件供應鏈數據交互與知識決策研究”（青年）、教育部人文社科院項目“面向預製構件供應鏈雲平臺的信息集成與需求預測研究”（一般）📩、上海市自然科學基金“基於本體和Petri網的復雜隧道工程數據的集成與交互機製研究”（青年）。參與與承擔完成企業項目“面向城市道路智慧運維的可視化數據分析”➔、“ 隧道全壽命周期模式運營管理體系和軟件開發”🤘🏿、“ PPP模式下的智慧管養應用和價值模式研究”等10余項💥，與上海城建集團🪣、上海城建城市運營集團有限公司、上海申通集團等保持緊密的科研合作關系。

科研期刊論文

[1] Du Juan*, Liu Bing, Hu Yuqing, Castro-Lacouture Daniel, Analyzing Prefabricated Components Supply Chain Cooperation Patterns with Multi-party Dynamics Using Evolutionary Game Theory. Journal of Construction Engineering and Management. 2024. Accepted and Forthcoming. (SSCI/SCI, ABDC A*級期刊. JCR Q1）

[2] Du Juan*, Zhang Jingyi, Castro-Lacouture Daniel, Yuqin Hu. Lean manufacturing applications in prefabricated construction projects[J]. Automation in Construction, 2023, 150: 104790. (SSCI/SCI, ABDC A*級期刊. JCR Q1）

[3] Du Juan, Jing Hengqin, Choo K. K. Raymond, Sugumaran Vijayan*, Castro-Lacouture Daniel. An Ontology and Multi-Agent Based Decision Support Framework for Prefabricated Component Supply Chain, Information Systems Frontiers, 2020,22(6):1467-1485.(SCI 000591410200012.ABS 3星期刊. ABDC A級期刊. JCR Q1)

[4] Du Juan🤙🏼， Xue Yan; Vijayan Sugumaran; Hu Min; Dong Peng; Improved biogeography-based optimization algorithm for lean production scheduling of prefabricated components, Engineering, Construction and Architectural Management, 2022 DOI:10.1108/ECAM-04-2021-0311 (SSCI/SCI, ABDC A級期刊. JCR Q2）

[5] Du Juan*, Dong Peng, Sugumaran Vijayan, Castro-Lacouture Daniel. Dynamic decision support framework for production scheduling using a combined genetic algorithm and multiagent model. Expert Systems, 2021, 38(1), （SCI 000512140600001, ABS 2星期刊👩🏿‍🦳🕸，JCR Q2）

[6] Du Juan*, Liu Bing, Wu Yimeng, Li Xiufang*, Sugumaran Vijayan. Diversified Filtering Mechanism for Evaluation Indicators of Urban Road Renewal Schemes. Sustainability. 2024; 16(9):3638. https://doi.org/10.3390/su16093638

[7] Du J, Wang W, Gao X, Hu M, Jiang H. Sustainable Operations: A Systematic Operational Performance Evaluation Framework for Public–Private Partnership Transportation Infrastructure Projects[J]. Sustainability, 2023, 15(10): 7951.

[8] Du, J., Li, X., Sugumaran, V. et al. Dynamic model averaging-based procurement optimization of prefabricated components. Neural Comput & Applic 35, 25157–25173 (2023).

[9] Du J*, Dong P, Sugumaran V, Castro-Lacouture D. Dynamic decision support framework for production scheduling using a combined genetic algorithm and multiagent model. Expert Systems, 2020: e12533. https://doi.org/10.1111/exsy.12533. WOS:000512140600001 (SCI/EI)

[10] Du J*, Dong P, Sugumaran V. Dynamic Production Scheduling for Prefabricated Components Considering the Demand Fluctuation[J]. Intelligent Automation and Soft Computing, DOI: 10.31209/2020.100000167 (SCI/EI)

[11] Du J*, Jing H, Castro-Lacouture D and Sugumaran V, Multi-agent simulation for managing design changes in prefabricated construction projects, Engineering, Construction and Architectural Management, 2020, 27(1): 270-295. WOS:000509817100014 (SCI/SSCI)

[12] Du Juan, Jing H, Choo K R, Castro-Lacouture D and Sugumaran V*, An Ontology and Multi-Agent Based Decision Support Framework for Prefabricated Component Supply Chain, Information Systems Frontiers, Published online: 19 July 2019, 10.1007/s10796-019-09941-x. (SCI/EI)

[13] Gao X, Xu G*, Li S, Wu Y, Du Juan, Particle Filter-based Prediction for Anomaly Detection in Automatic Surveillance, IEEE Access, Accepted. (SCI)

[14] Hu M., Liu Yun., Sugumaran V., Liu B.*, Du J., Automated Structural Defects Diagnosis in Underground Transportation Tunnels Using Semantic Technologies, Automation in Construction, Published online: 11 Aug 2019.

[15] Yu G, Liu J, Du Juan*, Hu M. Sugumaran V., Integrated Approach for Massive Sequential Data Processing in Civil Infrastructure Operation and Maintenance. IEEE Access, Vol 6(2018): 19739-19751. (SCI/EI)

[16] Jing N, Jiang T, Du Juan*, Sugumaran V. Personalized recommendation based on customer preference mining and sentiment assessment from a Chinese e-commerce website. Electronic Commerce Research, 2018, 18(1), 159-179. (SSCI/SCI)

[17] Du Juan*, Gao B, Yuan F. Multi-Agent Simulation-based Collaborative Inventory Management to Architecture Prefabricated Components. International Journal of Engineering and Technology, 10(3)(2018): 227-233. 10.7763/IJET.2018.V10.1064.（EI）

[18] Du Juan*, Sugumaran V, Gao B. RFID and Multi-Agent Based Architecture for Information Sharing in Prefabricated Component Supply Chain. IEEE Access, 5(1)(2017):4132-4139. (SCI/EI)

[19] Du Juan*, He R, Sugumaran V*. Clustering and ontology-based information integration framework for surface subsidence risk mitigation in underground tunnels. Cluster Computing, 19(4)(2016):2001-2014. (SCI/EI)

[20] Du Juan*, Qin Z. Cloud and Open BIM-based Building Information Interoperability Research. Journal of Service Science & Management, 2014(4): 47-56.

[21] 杜娟🚄，景恒青，何仁誌🕵🏿‍♀️，隧道施工中地表沉降致險因素識別機製研究😪🚵🏼‍♀️，公路工程，已錄用。

[22] 汪鑫，杜娟，景恒青🐖，多智能體仿真的裝配式項目風險對策選擇👨🏿‍🎓，華僑大學學報（自然科學版），已錄用™️。

[23] 葛鵬,杜娟,林凡舟,徐旻洋.基於ECVS設計法的BIM出圖模式分析研究[J].建築技術,2017,48(12):1286-1289.

[24] 葛鵬, 杜娟, 吳惠明. PPP視角下公路隧道智慧管養模式探討[J]. 公路, 2017(6):303-311. ISSN 0451-0712

[25] 杜娟, 何仁誌, 戴靈鈞. 基於本體的隧道盾構過程中地表沉降的風險因素推理與應對[J]. 土木建築工程信息技術, 2016, 8(2):100-108.

[26] 胡瑉, 蔣中行, 杜娟. 混凝土預製構件供應鏈平臺設計與運管研究[J]. 住宅產業, 2015,(10), pp 41-45.

[27] 杜娟. 基於BIM管網漏水事故處理的本體建模與推理[J]. 計算機工程與應用, 2015, 51(5), pp1-7.

國際會議論文

[1] Du J. *, Zhang J. , Gu Y., Vijayan S., Controlling Risk from Design Changes in Chinese Prefabricated Construction Projects: An Empirical Investigation, Workshop on E-Business (Pre-ICIS conference), Munich, Germany, December, 2019.

[2] Du J. *, Wang X., Sugumaran V., “An Ecological Business Model for Intelligent Operation and Maintenance of Urban Infrastructure”, Workshop on E-Business (Pre-ICIS conference), Santa Clara, CA, USA, December 12, 2018.

[3] Lu H., Du J. *, Wang G., Pishdad P. Concession Candidates Selection Model for Infrastructure projects Using Interval Number and Grey Relational Analysis: A Social-Cost-Based Perspective. 2018 Annual Meeting of the Decision Sciences Institute Proceedings. ISBN: 987-8-578-17748-9. PP.362-37. Presented on November 19th 2018 in Chicago, USA.

[4] Du J., Dong P.＊. Wang X., Multi-objective Genetic Algorithm Based Prefabricated Component Production Process Optimization Considering the Demand Fluctuations in the Construction Site. In: Abawajy J., Choo KK., Islam R. (eds) International Conference on Applications and Techniques in Cyber Security and Intelligence. ATCI 2018, pp. 469-476, Springer. Presented on July 2018 in Shanghai, China.

[5] Du J. ＊, Jing H. Collaborative Filtering-Based Matching and Recommendation of Suppliers in Prefabricated Component Supply Chain. In: Abawajy J., Choo KK., Islam R. (eds) International Conference on Applications and Techniques in Cyber Security and Intelligence. ATCI 2017. Advances in Intelligent Systems and Computing, vol 580, Springer. Presented on June 2017 in Ningbo, China.

[6] Du J🪱🤜，Sugumaran V ＊. Ontology-Based Information Integration and Decision Making in Prefabricated Construction Component Supply Chain, Processing of Americas Conference on Information Systems. Presented on August 2017 in Boston, USA.

[7] Du J＊. The research to open BIM-based building information interoperability framework, Proceedings. 2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation, IMSNA 2013: 440-443. Presented on January 2013 in Taiyuan, China.

[8] Hu Min, Du Juan＊. A new model of developing practical and innovation ability based on courseware. Proceedings of 2009 4th International Conference on Computer Science and Education. Presented on July 2009 in Nanning, China.

主要科研項目：

[1] 國家自然科學基金, 面向智能盾構施工的人機聯合決策演進機理與調節策略研究，2025.1-2028.12

[2] 國家自然科學基金,基於本體與多智能體的預製構件供應鏈信息交互機製及決策仿真研究，2018.1-2020.12

[3] 教育部人文社科項目, 面向預製構件供應鏈雲平臺的信息集成與需求預測研究 2017.8-2020.7

[4] 上海市自然科學基金, 基於本體和Petri網的復雜隧道工程數據的集成與交互機製研究♔，2015.1-2017.12

[5] 上海市住房與城鄉建設委員會硬課題 FG201604 “互聯網+”下的工業化保障性住宅產業鏈引導與整合研究，2016.4-2016.12

[6] 上海市住房保障和房屋管理局管理類課題 FG201404裝配式工業化住宅BIM設計和交付標準及實施指南研究 2014.3-2014.12

[7] 上海市科委專項 12DZ0512500 上海建築信息產業化技術創新戰略聯盟， 2012.11-2015.3

[8] 上海城投👱🏻‍♂️、杭州晟文建設發展有限公司🍑， PPP模式下的智慧管養應用和價值模式研究，2016.1-2017.12

[9] 上海市經濟信息化委員會🐽，BIM產業發展和應用推進舉措研究課題，2017.5-2017.12

[10] 上海城建城市運營（集團）有限公司，隧道全壽命周期模式運營管理體系和軟件開發💪🏿🥬，2019.1-2020.12

[11] 上海浦江橋隧運營管理有限公司，面向城市道路智慧運維的可視化數據分析👋🏽💱，2018.12-2019.2

主要國家標準：

[1] 建築信息模型分類和編碼標準, GBT51269-2017, 中華人民共和國住房和城鄉建設部, 2017-10-25

[2] 建築信息模型設計交付標準, GB/T 51301-2018, 中華人民共和國住房和城鄉建設部, 2019-06-01

國際合作項目🚄：

[1] Du Juan (2019-2020), International PI, A Decision Support System for Structural Defects Diagnosis in Underground Transportation Tunnels using Semantic Technologies, Scheme for Promotion of Academic and Research Collaboration: A Government of India Initiative. Proposed-Id: 1186

各類獎項 

[1] 2017年 意昂3体育官网蔡冠深優秀青年教師

[2] 2017年《電子商務》課程被上海市教委授予“上海高校外國留學生英語授課示範性課程”稱號

[3] 2014-2017年連續四年獲得意昂3体育國際型師資優勝獎😬、優秀獎❌。

[4] 2017年獲得意昂3体育官网教學成果特等獎“構建多元、開放、融合的實驗教學體系”。

[5] 2008年獲得意昂3体育官网教學成果獎二等獎 “程序設計系列課程改革和建設-以全面培養學生實踐能力和前沿創新性為核心”。

[6] 2014-2016年上海市本級學科建設項目“裝配式住宅全生命周期信息體系及平臺”

聯系方式 

文商樓516

電話： 69980028-55161

郵箱🤛🏽：ritadu@shu.edu.cn