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杜娟

博士 副教授 硕士研究生导师

电子邮箱:ritadu@shu.edu.cn

个人简介

    获得上海大学蔡冠深优秀青年教师称号,获得上海土木工程学会科技进步二等奖,主要研究方向为工程管理信息系统及决策支持系统的构建与实施、面向决策的工程数据精益化管理研究、面向城市基础设施全寿命周期的工程项目风险治理与应对、城市基础设施运营与维护的商业模式以及装配式建筑构件的生产进度动态排程。

 

教育背景

管理科学与工程博士,上海财经大学,2010-2014

信息管理与信息系统硕士,英国华威大学,2005-2007

电子商务学士,山东大学,2001-2005

 

工作经历

联聘教师,上海大学-悉尼科技大学,2019-至今

副教授,上海大学,2019-至今

访问学者,美国佐治亚理工学院,2018-2019

研究员,上海大学-上海城建(集团)公司建筑产业化研究中心,2013-至今

讲师,上海大学,2007-2019

 

学术/社会兼职

期刊编委,JournalofDatabaseManagement,2020-至今

期刊编委,Electronic Commerce Research,2018-至今

 

教学教研

主讲课程:管理信息系统、电子商务、协作商务流程、知识管理、基于网络技术的商业模式

 

代表性论文

[1]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)

[2]Du Juan*, Dong Peng, Sugumaran Vijayan. Dynamic Production Scheduling for Prefabricated Components Considering the Demand Fluctuation[J]. Intelligent Automation and Soft Computing,2020, 26(4): 715-723. (SCI 000589895500006,JCR Q3)

[3]Du Juan*, Jing Hengqin, Castro-Lacouture Danieland Sugumaran Vijayan, Multi-agent simulation for managing design changes in prefabricated construction projects, Engineering, Construction and Architectural Management, 2020, 27(1): 270-295.(SCI 000509817100014. ABDC A级期刊. JCR Q2)

[4]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级期刊. JCR Q1)

[5]Gao Xinwen,Xu Guoyao*,Li Shuaiqing,Wu Yufan,Du Juan. Particle Filter-based Prediction for Anomaly Detection in Automatic Surveillance. IEEE Access. 2019. 10.1109/ACCESS.2019.2931820.

[6]Hu Min, LiuYunru, Sugumaran Vijayan, DuJuan.Automated structural defects diagnosis in underground transportation tunnels using semantic technologies AutomationinConstruction.2019, 107.

[7]Yu Gang, Liu Jiajun, Du Juan*, Hu Min,Sugumaran Vijayan, Integrated Approach for Massive Sequential Data Processing in Civil Infrastructure Operation and Maintenance. IEEE Access, 2018,Vol 6: 19739-19751. (SCI 000430792700028, JCR Q1.)

[8]Jing Nan, Jiang Tao, Du Juan*, Sugumaran Vijayan. Personalized recommendation based on customer preference mining and sentiment assessment from a Chinese e-commerce website. Electronic Commerce Research, 2018, 18(1), 159-179.(SCI 000425318600009, ABDC A类期刊,JCR Q2.)

[9]Du Juan*, Gao Bonan, Yuan Fan.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)

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

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

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

[13]汪鑫, 杜娟, 景恒青. 多智能体仿真的装配式项目风险对策选择[J]. 华侨大学学报(自然科学版), 2020, 041(002):199-207.

[14]杜娟,景恒青,何仁志,隧道施工中地表沉降致险因素识别机制研究[J],公路工程,2019,44(6):38-45,56.

[15]葛鹏,杜娟,林凡舟,徐旻洋.基于ECVS设计法的BIM出图模式分析研究[J].建筑技术,2017,48(12):1286-1289.

[16]葛鹏, 杜娟, 吴惠明. PPP视角下公路隧道智慧管养模式探讨[J]. 公路, 2017(6):303-311.ISSN 0451-0712

[17]杜娟, 何仁志, 戴灵钧. 基于本体的隧道盾构过程中地表沉降的风险因素推理与应对[J]. 土木建筑工程信息技术, 2016, 8(2):100-108.

[18]胡珉, 蒋中行,杜娟. 混凝土预制构件供应链平台设计与运管研究[J].住宅产业, 2015,(10),pp41-45.

[19]杜娟.基于BIM管网漏水事故处理的本体建模与推理[J].计算机工程与应用, 2015, 51(5), pp1-7.

[20]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.

[21]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.

[22]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.

[23]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.

 

代表性项目

[1]基于本体与多智能体的预制构件供应链信息交互机制及决策仿真研究,国家自然科学基金委员会,青年项目(NO.71701121),执行期:2018-01-2020-12

[2]面向预制构件供应链云平台的信息集成与需求预测研究,教育部人文社会科学研究基金,青年项目(NO.17YJC630021),执行期:2017-08-2021-7

[3]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),执行期:2019.1-2020.12

[4]基于本体和Petri网的复杂隧道工程数据的集成与交互机制研究,上海市自然科学基金,(NO.15ZR1415000),执行期:2015-01至2017-12

[5]互联网+”下的工业化保障性住宅产业链引导与整合研究,上海市住房与城乡建设委员会硬课题(NO.FG201604),执行期:2016.4-2016.12

[6]装配式工业化住宅BIM设计和交付标准及实施指南研究,上海市住房保障和房屋管理局管理类课题(NO.FG201404),执行期:2014.3-2014.12

 

获奖

[1]上海市土木工程学会科技进步二等奖,2020

[2]上海大学教学成果特等奖“构建多元、开放、融合的实验教学体系”,2017

[3]上海大学蔡冠深优秀青年教师,2017

[4]上海高校外国留学生英语授课示范性课程电子商务,2017

[5]上海大学教学成果奖二等奖 “程序设计系列课程改革和建设-以全面培养学生实践能力和前沿创新性为核心”,2008