窦润亮
天津大学管理与经济学部副教授管理科学与工程博士
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电子邮箱：drl@tju.edu.cn
研究方向：大数据分析与智能决策，机器学习与数据挖掘，产品与服务创新，客户需求分析

个人简介
研究成果
研究项目
学术与社会服务

窦润亮，天津大学管理与经济学部信息管理与管理科学系副教授，于2000年获天津大学工学和法学双学士学位， 2004年和2007年分别获天津大学管理科学与工程专业管理学硕士、博士学位。主要研究方向：大数据分析与智能决策，机器学习与数据挖掘，产品与服务创新，客户需求分析。
曾在Knowledge Based Systems、Applied Soft Computing、Computers & Industrial Engineering、Journal of Intelligent Manufacturing、Systems Journal、IEEE及《管理科学学报》等国内外学术期刊上发表学术论文数十篇；先后主持或参与多项国家自然科学基金项目，教育部博士点基金等省部级项目以及企业合作课题；曾获天津市科技进步二等奖1项、软件著作权2项。
现任中国机械工程学会工业工程分会常务副秘书长、全球华人工业工程与物流管理院系主任联席会秘书长、Asia Pacific Industrial Engineering & Management Society（APIEMS）Board Member（2018－）。多次组织国际学术交流活动并在数个国际学术会议中担任International Program Committee Member 或 Session Chair，与台湾清华大学、香港科技大学、南洋理工大学、名古屋大学、悉尼科技大学、南加州大学、路易斯安那州立大学等相关领域教授有密切学术合作与交流。
在Computers & Industrial Engineering、International Journal of Industrial Engineering等多个国际期刊里担任副主编或领域编辑，并在Applied Soft Computing、Computers & Industrial Engineering、Journal of Intelligent Manufacturing、International Journal of Industrial Engineering TAP等数个国际知名期刊以Guest Editor推出专刊。

1. 期刊论文
[1]Runliang Dou, Rui Huang, Guofang Nan, Jing Liu. Less diversity but higher satisfaction: An intelligent product configuration method for type-decreased mass customization [J], Computers & Industrial Engineering, 2020, https://doi.org/10.1016/j.cie.2020.106336
[2]Xin Wei, Guofang Nan, Runliang Dou, Minqiang Li. Optimal business model for the monopolistic ride-hailing platform: Pooling, premier, or hybrid? [J] Knowledge-Based Systems, 2020, https://doi.org/10.1016/j.knosys.2020.106093
[3]Runliang Dou, Wei Li & Guofang Nan. An integrated approach for dynamic customer requirement identification for product development [J], Enterprise Information Systems, Enterprise Information Systems 2019, 13(4): 448-466
[4] Runliang Dou, Yubo Zhang, Guofang Nan. Application of combined Kano model and interactive genetic algorithm for product customization [J]. Journal of Intelligent Manufacturing, 2019, 30: 2587–2602
[5]Hui Zhao, Edward Huang, Runliang Dou, Kan Wu. A multi-objective production planning problem with the consideration of time and cost in clinical trials [J], Expert Systems with Applications, 2019, 124(15):25-38
[6]Guofang Nan, Qiwang Li, Runliang Dou, Jing Liu. Local positive and negative correlation-based k-labelsets for multi-label classification [J], Neurocomputing, 2018, 13:90-101
[7]Runliang Dou, Zhen He, Chia-Yu Hsu. Foreword: Smart Manufacturing, Innovative Product and Service Design to Empower Industry 4.0 [J], Computers & Industrial Engineering, 2018, 124:1-604
[8]Runliang Dou, Dandan Lin, Guofang Nan, Siyuan Lei. A method for product personalized design based on prospect theory improved with interval reference [J], Computers & Industrial Engineering, 2018, 125:708-719
[9]Jing Liu, Yacheng An, Runliang Dou, Haipeng Ji, Yankai Liu. Helical fault diagnosis model based on data-driven incremental mergence [J]. Computers & Industrial Engineering. 2018, 125:517-532
[10]Chen-Fu Chien, T. Warren Liao, Runliang Dou. Soft computing for smart production to empower industry 4.0[J], Applied Soft Computing, 2018, 68:833-834
[11]Runliang Dou, Chen-Fu Chien, Imed Kacem, Chia-Yu Hsu. Industry Applications of Computational Intelligence [J], International Journal of Computational Intelligence Systems, 2018, 11(1):803
[12] Jin Liu, Yacheng An, Runliang Dou, Haipeng Ji. Dynamic deep learning algorithm based on incremental compensation for fault diagnosis model [J]. International Journal of Computational Intelligence Systems. 2018, 11(1):846.
[13] Junwei Wang, Runliang Dou, R.R. Muddada, Wenjun Zhang. Management of a Holistic Supply Chain Network for Proactive Resilience: Theory and Case Study [J]. Computers & Industrial Engineering, 2018, 125: 668-677
[14] Guofang Nan, Shunyao Wang, Zhiyong Li, Runliang Dou. A Novel Pricing Strategy for Mobile Broadband Carriers Using Two-Stage Stackelberg Model [J]. Knowledge-Based Systems, 2018, 142: 45-57
[15] Guofang Nan, Jiaorong Yang, Runliang Dou. DO ONLY REVIEW CHARACTERISTICS AFFECT CONSUMERS’ONLINE BEHAVIORS? A STUDY OF RELATIONSHIP BETWEEN REVIEWS [J]. Journal of Electronic Commerce Research, 2017, 18 (4): 330-345
[16]Fuzan Chen, Harris Wu, Runliang Dou, Mingqiang Li. A high-dimensional classification approach based on class-dependent feature subspace [J]. Industrial Management & Data Systems 2017, 117 (10): 2325-2339
[17]Runliang Dou, Yubo Zhang, Guofang Nan. Iterative Product Design through Group Opinion Evolution [J], International Journal of Production Research, 2017, 55(13): 3886-3905
[18]Chen-Fu Chien, Runliang Dou, Wenhan Fu. Strategic Capacity Planning for Smart Production: Decision Modeling under Demand Uncertainty [J]. Applied Soft Computing, 2017, 68: 900-909
[19]Guofang Nan, Feihong Shi, Runliang Dou, Minqiang Li. Duopoly Pricing of Software Products under Free Strategy: Limited-feature vs. Seeding[J], Computers & Industrial Engineering, 2016, 100:13-23
[20]Runliang Dou, Chao Zong, Minqiang Li. An interactive genetic algorithm with the interval arithmetic based on hesitation and its application to achieve customer collaborative product configuration design [J]. Applied Soft Computing, 2016, 38: 384-394.
[21]Chen-Fu Chien, Chia-Yu Hsu, James R. Morrison, Runliang Dou, Semiconductor manufacturing intelligence and automation Foreword, Computers &Industrial Engineering，2016，99:315－317
[22]Runliang Dou, Yubo Zhang, Guofang Nan. Customer-oriented product collaborative customization based on design iteration for tablet personal computer configuration [J], Computers & Industrial Engineering, 2016, 99: 474–486
[23]Runliang Dou, Chao Zong, Guofang Nan. Multi-Stage Interactive Genetic Algorithm for Collaborative Product Customization [J]. Knowledge Based Systems, 2016, 92:43-54
[24]窦润亮，郭均鹏，田祥龙，宗超.面向客户个性化需求的交互式遗传算法，管理科学学报, 2016，19（1）：24－34
[25]Fuzan Chen, Runliang Dou, Minqiang Li, Harris Wu. A flexible QoS-aware Web service composition method by multi-objective optimization in cloud manufacturing [J]. Computers & Industrial Engineering 2016, 99: 423–431
[26]Nan Feng, Xue Yu, Runliang Dou, Bingning Pan. Managing risk for business processes: A fuzzy based multi-agent system [J]. Journal of Intelligent and Fuzzy Systems, 2015, 29(6):2717-2726.
[27]Guofang Nan, Chao Zang, Runliang Dou. Pricing and Resource Allocation for Multimedia Social Network in Cloud Environments [J]. Knowledge Based System, 2015, 88(C):1-11
[28]Runliang Dou, Guofang Nan. Optimizing Sensor Network Coverage and Regional Connectivity in Industrial IoT Systems [J]. Systems Journal, IEEE 2015, PP (99):1-10.
[29]Runliang Dou, Chao Zong. Application of Interactive Algorithm Based on Hesitancy Degree [J]. International Journal of Computational Intelligence Systems, 2014, 7(2):74-84.
[30]Runliang Dou, Chao Zong, Minqiang Li. Application of an Interactive Genetic Algorithm in the Conceptual Design of Car Console [J] , WSEAS Transactions on Systems, 2014, 13(59): 596-605.
[31]Qian Li, Runliang Dou, Fuzan Chen, Guofang Nan. A QoS-oriented Web service composition approach based on multi-population genetic algorithm for Internet of things [J]. International Journal of Computational Intelligence Systems, 2014, 7(2):26-34.
[32]Runliang Dou, Chao Zong. An Empirical Study of Product Configuration Design Based GSA[C]. CIE2015－45th International Conference on Computers & Industrial Engineering, Metz, France, October 28-30, 2015
[33]Runliang Dou, Li Ting. Scheme selection of product energy-saving design based on data envelopment analysis [J]. Applied Mechanics and Materials.2011, (44-47): 2080-2084.
[34]Runliang Dou. Optimum design of 3-RRR planar parallel Manipulators [J]. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2010, 224(2):411-418.
[35]Runliang Dou, Yang Guang. A Two-phase optimization study on strategic alliance partners selection of collaborative product design[C]. 2010 IEEE 17th International Conference on Industrial Engineering and Engineering Management, IE & EM 2010, 2010. 480-483.
[36]Zhuangsheng Zhu, Runliang Dou. Optimum design of 2-DOF parallel manipulators with actuation redundancy [J]. Mechatronics, 2009, 19 (5):761-766.
[37]Runliang Dou, Hui Zheng. Model of design for energy saving of products based on the integration of TRIZ/AD/QFD [C], IEEE 16th International Conference on Industrial Engineering and Engineering Management, 2009.171-175.
[38]Ying Lin, Liang Ge, Runliang Dou. Adaptive error-check solution [J]. Journal of Computer Applications, 2009, 29(1):5-8.
[39]Ying Lin, Xiaohui Jiang, Runliang Dou. Research on bag grain quantity recognition based on image recognition [J]. Application Research of Computers, 2009, 26(4) 1572-1574+1590.
[40]Runliang Dou, Hui Zheng. Initial Study of Products Design of Virtual Enterprise based on Mass Customization [J]. Chinese Agricultural Mechanization, 2008, (6):47-49.
[41]Runliang Dou, Xuan Wei, Hui Zheng. The architecture design of J2EE-based distributed cooperative CAD platform [C].2008 IEEE Symposium on Advanced Management of Information for Globalized Enterprises, AMIGE’08, Sept. 2008.274-278.
[42]Runliang Dou. Research on the integration of KBE and CAE for products flexible modular design [J].Manufacturing Automation, 2007, 29(1):54-57.
[43]Runliang Dou, Guofang Nan. Construction of Multi-level Clock Tree Based on Simulated Annealing [J].Computer Engineering, 2007, 33(20):1-3-7.
[44]Runliang Dou, Hui Zheng. A Model of Product Design and Development under MC and the Relevant Analysis Methodology [J]. Chinese Agricultural Mechanization, 2006, (2):48-49.
2.书籍编写
[1] Editor, Proceedings of the 25th International Conference on Industrial Engineering and Engineering Management (IEEM2019), 2019, Springer, ISBN (on-line): 978-981-15-4530-6.
[2] Editor, 2019 IEEE International Conference on Smart Manufacturing, Industrial & Logistics Engineering (SMILE) 978-1-5386-7998-2.
[3] Editor, 2018 IEEE International Conference on Smart Manufacturing, Industrial & Logistics Engineering (SMILE) ISBN(on-line): 978-1-5386-3183-6.
[4] Editor, Proceedings of 24th International Conference on Industrial Engineering and Engineering Management (IEEM2018), 2018, Springer, ISBN (on-line): 978-981-13-3402-3.
[5] Editor, Proceedings of the 23rd International Conference on Industrial Engineering and Engineering Management (IEEM2016), 2016, Atlantis Press, ISBN (on-line): 978-94-6239-255-7.
[6] Editor, Proceedings of the 22nd International Conference on Industrial Engineering and Engineering Management (IEEM2015), 2015, Atlantis Press, ISBN (on-line): 978-94-6239-177-2.
[7] Editor, Proceedings of the 21st International Conference on Industrial Engineering and Engineering Management (IEEM2014),2014, Atlantis Press, ISBN (on-line): 978-94-6239-102-4.
[8] Editor, Proceedings of 2014 5th International Asia Conference on Industrial Engineering and Management Innovation (IEMI2014), 2014, Atlantis Press, ISBN (on-line): 978-94-6252-015-8.
[9] Editor, the proceeding of 2014 IEEE International Conference on Industrial Engineering and Information Technology (IEIT 2014), 2014, IEEE, Print ISBN: 978-1-4799-1628-3.
[10] Editor, Proceedings of 2013 4th International Asia Conference on Industrial Engineering and Management Innovation (IEMI2013), 2013, Springer, ISBN: 978-3-642-40059-9 (Print) 978-3-642-40060-5 (Online).
[11] Editor, Proceedings of 20th International Conference on Industrial Engineering and Engineering Management (IEEM2013), 2013, Springer, ISBN: 978-3-642-40071-1 (Print) 978-3-642-40072-8 (Online); ISBN: 978-3-642-40062-9 (Print) 978-3-642-40063-6 (Online).
[12] Editor, the 19th International Conference on Industrial Engineering and Engineering Management (IEEM2012), 2012, Springer, ISBN: 978-3-642-37269-8 (Print) 978-3-642-37270-4 (Online); ISBN: 978-3-642-38432-5 (Print) 978-3-642-38433-2 (Online);ISBN: 978-3-642-38390-8 (Print) 978-3-642-38391-5 (Online).
[13] Editor, the 19th International Conference on Industrial Engineering and Engineering Management (IEEM2012), 2012, Springer, ISBN: 978-3-642-38426-4 (Print) 978-3-642-38427-1 (Online);ISBN: 978-3-642-38441-7 (Print) 978-3-642-38442-4 (Online).
[14] Editor, Proceedings of 2012 3rd International Asia Conference on Industrial Engineering and Management Innovation (IEMI2012), 2012, Springer,ISBN: 978-3-642-33011-7 (Print) 978-3-642-33012-4 (Online).
[15] Editor, International Asia Conference on Industrial Engineering and Management Innovation (IEMI2012) Proceedings, 2012, Springer,ISBN: 978-3-642-38444-8 (Print) 978-3-642-38445-5 (Online).
[16] Editor, Proceedings of 2011 IEEE 18th International Conference on Industrial Engineering and Engineering Management (IEEM2011), 2011, IEEE, Print ISBN: 978-1-61284-446-6.
[17] Editor, Proceeding of 2010 IEEE 17th International Conference on Industrial Engineering and Engineering Management (IEEM2010), 2010, IEEE, Print ISBN: 978-1-4244-6483-8.
[18] Editor, Proceeding of 2009 IEEE 16th International Conference on Industrial Engineering and Engineering Management (IEEM2009), 2009, IEEE,Print ISBN: 978-1-4244-3671-2 E-ISBN: 978-1-4244-3672-9.
软件著作权
基于云服务的CS4J中间件平台V1.0.2015SR052790
面向多任务的企业云服务平台V1.0 2015SR068535
所获奖项
主动型入侵防御系统，2011年天津市科学技术进步二等奖
[纵向项目]
[1]人工智能驱动制造型企业服务化转型升级路径研究，国家社会科学基金，主持
[2]大规模定制下复杂产品配置设计交互协同优化研究，国家自然科学基金，主持
[3]规模定制下基于遗传算法的复杂产品配置器研究，教育部博士点基金新教师项目，主持
[4]工业大数据分析技术研究及其在故障诊断中的应用，天津市科委，主持
[横向项目]
[1]武清区人工智能产业规划发展战略 ，天津，天津大学前沿技术研究院有限公司
[2]肥城矿业集团公司发展战略规划与集团公司管控体系设计，山东-肥城-肥城矿业集团有限责任公司
1学术组织任职
[1] 中国机械工程学会工业工程分会常务副秘书长
[2] 全球华人工业工程与物流管理院系主任联席会秘书长
[3] 亚太工业工程与管理学会（APIEMS）Board Member
2学术期刊任职
[1]Associate Editor, International Journal of Industrial Engineering: Theory, Applications and Practice
[2]Area Editor, Computers & Industrial Engineering
[3]Area Editor. International Journal of Computational Intelligence Systems
[4]Editor-in-chief, the conference series ？Atlantis Highlights in Intelligent Systems？
[5] Guest Editor, Journal of Intelligent Manufacturing Special Issue on Data-driven Design of Innovative Products and Services, 2019
[6]Managing Guest Editor, International Journal of Industrial Engineering: Theory, Applications and Practice Special Issue on Data-driven Computational Intelligence in Industries Application, 2019
[7]Managing Guest Editor, International Journal of Computational Intelligence Systems Special Issue on Industry Applications of Computational Intelligence, 2017
[8]Managing Guest Editor, Computers & Industrial Engineering Special Issue on Smart Manufacturing, Innovative Product and Service Design to Empower Industry 4.0, 2017
[9]Guest Editor, Applied Soft Computing Special Issue on Applied Soft Computing for Smart Production to Empower Industry 4.0，2016
[10]Guest Editor, Computers & Industrial Engineering Special Issue on Manufacturing Intelligence and Automation in the Semiconductor Industry, 2015
[11]Executive Editor, International Journal of Computational Intelligence Systems Special Issue on Artificial Intelligence & Industrial Engineering, volume 7, 2014
3学术会议任职
[1]Secretary General, Chinese Industrial Engineering Department Heads, 2012-Present
[2]Secretary General, International Conference on Industrial Engineering and Engineering Management, 2009-Present
[3]International Program Committee, the 49th International Conference on Computers & Industrial engineering (CIE49), Beijing, 2019
[4] International Program Committee Chair, 2019 IEEE International Conference on Smart Manufacturing, Industrial & Logistics Engineering & 2019 International Symposium on Semiconductor Manufacturing Intelligence (SMILE&ISMI2019), Hangzhou, 2019
[5]International Program Committee, the 48th International Conference on Computers & Industrial engineering (CIE48), Auckland, 2018
[6]International Program Committee Chair, 2018 IEEE International Conference on Smart Manufacturing, Industrial & Logistics Engineering （SMILE 2018）& 2018 International Symposium on Semiconductor Manufacturing Intelligence (ISMI2018), Hsinchu, 2018
[7]International Program Committee, the 47th International Conference on Computers & Industrial engineering (CIE47), Lisbon, 2017
[8]Organizing Committee Chair, the 46th International Conference on Computers & Industrial Engineering (CIE46), Tianjin, 2016
[9]Organizing Committee Co-Chair, 2016 International Symposium on Semiconductor Manufacturing Intelligence (ISMI2016), Hsinchu, 2016
[10]International Program Committee & Session Chair, the 45th International Conference on Computers & Industrial engineering (CIE45), France, 2015
[11]Session Chair, the 44th International Conference on Computers & Industrial engineering and 9th International Symposium on Intelligent Manufacturing and Service Systems (CIE44 & IMSS14), Turkey, 2014