- Huang， Lei
- Title: Professor
- E-mail: lhuang@bjtu.edu.cn
- Department: Information Management
Education Background
Bachelor：1982-1986，Northern Jiaotong University
Master：1986-1989，Northern Jiaotong University
Ph.D.：1997-2005，Beijing Jiaotong University
Work Experience（Including Academic Visiting）
1.2016-07-01，2016-08-01，University of California， Merced，Senior Visiting Scholar
2.2001-12-01，Beijing Jiaotong University，Professor
3.1998-01-01，2001-12-01，Beijing Jiaotong University，Associate Professor
4.1990-01-01，1997-12-01，Beijing Jiaotong University，Lecturer
5.1989-01-01，1990-01-01，Beijing Jiaotong University，Teaching Assistant
Research Interests
the Theory and Method of Informatization，Internet of Things Technology and Application，Big Data Technology and Application，Data Management and Data Governance
Research Project
1. Academic Research
1. (CO-PI)Research on ZC intelligent assessment system of predictable death and injury risk,Hong Guo Yuan National Science and Technology Commission， Logistics Support Project,CO-PI:Li， J.(2020-07-01 - 2021-12-31).
2. (CO-PI)Prediction and early warning model of emergency medical security and auxiliary decision support model for Winter Olympic Games,National Key Research and Development Program-Task,CO-PI:Li， J.(2019-12-01 - 2022-04-30).
3. (PI)Research on key technologies and information cooperative system for emergency command of urban public transit,Other,PI:Huang， L.(2017-07-01 - 2017-12-31).
4. (PI)Research on key technologies of railway data management,China Railway,PI:Huang， L.(2016-05-01 - 2018-12-31).
5. (CO-PI)Modeling and analysis of flexible operation process of collaborative logistics integrating situational information,National Natural Science Foundation of China Youth Fund,CO-PI:Wang， Y.(2016-01-01 - 2018-12-31).
6. (PI)Research on railway information management and application technology—Research on key technologies of railway data management and application,China Railway,PI:Huang， L.(2015-06-01 - 2018-12-31).
7. (PI)Research on key technologies of railway freight e-commerce system—Research on key technologies of container Transport information sharing and service platform for railway and waterway combined transport,China Railway,PI:Huang， L.(2012-06-01 - 2020-12-31).
8. (PI)Research on resource optimization scheduling method of logistics system based on cloud computing and Internet of things,National Natural Science Foundation of China Key Program,PI:Huang， L.(2012-01-01 - 2016-12-31).
2. Consulting Research
1. (CO-PI)Optimization of capitalization and landing operation scheme of electric power data,Social Science Commercially Funded Project,CO-PI:Wang， Y.(2020-07-01 - 2020-12-31).
2. (PI)Research on key technologies of railway data service system and ownership relationship,China Railway,PI:Huang， L.(2020-01-01 - 2020-12-31).
3. (CO-PI)Extraction and visualization analysis and application of key indexes for bus operation monitoring， examination and evaluation （public transportation network optimization project）,Social Science Commercially Funded Project,CO-PI:Li， J.(2019-06-25 - 2020-12-31).
4. (PI)Guangzhou Port Internet Port Logistics Intelligent Service Demonstration Project—Project of risk early warning system for picking up goods in bulk cargo port based on big data,Social Science Commercially Funded Project,PI:Huang， L.(2019-06-06 - 2020-06-06).
5. (PI)Guangzhou Port Co.， Ltd. Guangzhou Port Production Business Management System maintenance service （Continued until 2020）,Social Science Commercially Funded Project,PI:Huang， L.(2019-06-01 - 2020-05-31).
6. (PI)Nansha Grain Port Branch production business system internet of things reconstruction project,Social Science Commercially Funded Project,PI:Huang， L.(2019-05-10 - 2020-12-31).
7. (CO-PI)Tianlu science and technology management promotion project,Social Science Commercially Funded Project,CO-PI:Li， J.(2019-01-14 - 2019-03-31).
8. (PI)Research on railway data quality standard and data standardization technology,China Railway,PI:Huang， L.(2019-01-09 - 2020-12-31).
9. (PI)Big data platform phase II software of Beijing Public Transport Holdings （Group） Co.， Ltd,Social Science Commercially Funded Project,PI:Huang， L.(2018-10-18 - 2020-10-18).
10. (PI)Internet plus port logistics intelligent service demonstration project port logistics single form paperless online business hall project 2,Social Science Commercially Funded Project,PI:Huang， L.(2018-08-28 - 2020-12-31).
11. (PI)Guangzhou Port Co.， Ltd. Guangzhou port production business management system maintenance services,Social Science Commercially Funded Project,PI:Huang， L.(2018-06-01 - 2019-05-31).
12. (CO-PI)Research on key technologies of informatization planning of head office—Construction of railway data architecture and research on key technologies,China Railway,CO-PI:Gou， J.(2017-11-30 - 2022-12-31).
13. (PI)Internetport logistics intelligent service demonstration project Huangpu Port Branch piece wage system project,Social Science Commercially Funded Project,PI:Huang， L.(2017-11-07 - 2020-12-31).
14. (PI)Internetport logistics intelligent service demonstration project Xingang Xingsha Company production business system transformation project,Social Science Commercially Funded Project,PI:Huang， L.(2017-11-07 - 2019-02-07).
15. (PI)Internetport logistics intelligent service demonstration project port logistics single system paperless online business hall project,Social Science Commercially Funded Project,PI:Huang， L.(2017-08-28 - 2018-11-30).
16. (CO-PI)Research on application planning and key technologies of railway big data,China Railway,CO-PI:Wang， Y.(2016-11-01 - 2018-11-11).
17. (PI)Analysis model project of public transport vehicle operation technology condition based on Beijing Public Transportation Group,Social Science Commercially Funded Project,PI:Huang， L.(2016-07-01 - 2018-07-13).
18. (PI)Xiji production business system internet of things application software transformation project c84c81:c85d80c81:c88c81:c86c81:c85c8c81:c90,Social Science Commercially Funded Project,PI:Huang， L.(2016-06-01 - 2019-12-01).
19. (CO-PI)Research on it operation and maintenance system of Beijing Public Transport Holdings （Group） Co.， Ltd,Social Science Commercially Funded Project,CO-PI:Li， J.(2016-06-01 - 2016-12-31).
20. (PI)Development and application of customer query system for Port Steel Business,Social Science Commercially Funded Project,PI:Huang， L.(2016-01-01 - 2020-12-31).
21. (PI)Big data application system of port bulk cargo based on internet of things,Social Science Commercially Funded Project,PI:Huang， L.(2015-12-01 - 2020-12-31).
22. (PI)Application software project of remote ground scale centralized monitoring and management system,Social Science Commercially Funded Project,PI:Huang， L.(2015-09-12 - 2019-12-31).
23. (PI)Production management information system of Xiaohu Petrochemical Wharf Co. Ltd,Social Science Commercially Funded Project,PI:Huang， L.(2015-07-10 - 2020-12-31).
24. (PI)Production management system of Guangzhou Port Group,Beijing Jiaotong University,PI:Huang， L.(2008-04-01 - 2019-12-31).
Honors and Awards
1.2016-05-01，Port commodity vehicle loading and unloading management system and method based on Internet of things
Teaching Courses
Undergraduate
Introduction to Management Science and Engineering
Disciplinary Frontier Lecture Series
ERP theory and practice
Management Information System
Information wave
Enterprise Resource Planning （ERP）
Internet of Things Technology and Application
Postgraduate
Big data application and analysis
Publications
1. Peer Reviewed Journals
1. Chen， D.,Shao， L.， Huang， L.， Li， X.， Zhu， X.， & Li， J.(2020).Key hazard source identification of urban bus operational emergencies under the respect of emergency collaboration and its application,Science Technology and Engineering.
2. Hou， X.,Shao， L.， Li， J.， Huang， L.， & Li， X.(2020).Prediction of short-term passenger flow starting and ending points in urban rail transit based on deep learningUrban rail transit short-time passenger flow od forecasting based on deep learning modeling,Urban Mass Transit.
3. Li， J.,Pan， S.， Huang， L.， & Zhu， X.(2019).A machine learning based method for customer behavior prediction,Tehnicki Vjesnik-Technical Gazette.
4. Wang， Y.,Huang， L.， & Broucke， S. V.(2019).An activity theory based approach for ontological modelling of collaborative logistics process dynamics,International Journal of Logistics-Research and Applications.
5. Huang， L.,& Du， C.(2019).Neural network compression emotion analysis method based on fusion group sparse and exclusive sparse regular term,Journal of Beijing University of Chemical Technology （Natural Science Edition）.
6. Du， C.,& Huang， L.(2019).Sentiment analysis method based on piecewise convolutional neural network and generative adversarial network,International Journal of Computers Communications & Control.
7. Huang， L.,Cui， W.， Song， R.， & Wang， Y.(2018).Risk prediction of the freight distribution in dry bulk port using Bayesian network,Journal of Beijing Jiaotong University （Social Sciences Edition）.
8. Hou， X.,Xie， X.， & Huang， L.(2018).Study of S & T projects determination collusion before and after the reform of national S & T plan management system based on game theory,Science and Technology Management Research.
9. Du， C.,& Huang， L.(2018).Text classification research with attention-based recurrent neural networks,International Journal of Computers Communications & Control.
10. Huang， L.,& Du， C.(2017).Research on text classification based on recurrent neural network,Journal of Beijing University of Chemical Technology （Natural Science Edition）.
11. Du， C.,& Huang， L.(2017).Sentiment analysis with piecewise convolution neural network,Computer Engineering & Science.
12. Gu， H.,Huang， L.， Liu， J.， & Qin， Q.(2016).Research on the data synchronization of cloud stroke based on JSON,International Journal of Grid and Distributed Computing.
13. Cui， W.,& Huang， L.(2016).A mapreduce solution for knowledge reduction in big data,International Journal of Computer Science and Applications.
14. Guo， Y.,& Huang， L.(2015).Semi-supervised text tendency classification based on LPA and Tri-Training,Journal of Beijing Jiaotong University.
15. Cui， W.,Huang， L.， & Wang， Y.(2015).Port throughput influence factors based on neighborhood rough sets: An exploratory study,Journal of Industrial Engineering and Management.
16. Gu， H.,Huang， L.， Xi， B.， & Qin， Q.(2015).Medical association service pattern of collaborative stroke prevention and treatment based on cloud computing,International Journal of Grid and Distributed Computing.
2. Textbook
1. Wang， Y.Cai， Y.， & Huang， L.,Electronic Document Management,Tsinghua University Press,2016-12.
3. Academic/professional Meeting proceedings
1. Song， R.,Vanthienen， J.， Cui， W.， Wang， Y.， & Huang， L..2019.A DMN-based method for context-aware business process modeling towards process variability[R].In:22nd International Conference on Business Information Systems （BIS）,2019-07.
2. Song， R.,Vanthienen， J.， Cui， W.， Wang， Y.， & Huang， L..2019.Context-aware BPM using IoT-integrated context ontologies and IoT-enhanced decision models[R].In:21st IEEE Conference on Business Informatics （IEEE CBI 2019）,2019-07.
3. Song， R.,Vanthienen， J.，Cui， W.，Wang， Y.， & Huang， L.2019.Towards a comprehensive understanding of the context concepts in context-aware business processes[R].In:11th International Conference on Subject-Oriented Business Process Management （S-BPM ONE 2019）,2019-06.
4. Song， R.,Vanthienen， J.， Cui， W.， Wang， Y.， & Huang， L..2019.What roles do decisions play in context-aware business process management?[R].In:21st International Conference on Enterprise Information Systems （ICEIS 2019）,2019-05.
5. Song， R.,Huang， L.， Xue， Y.， & Vanthienen， J..2018.A Data-driven fault prediction method for LNG engine city buses[R].In:2018 International Conference on Logistics， Informatics and Service Science （LISS 2018）,2018-08.
6. Zhang， Y.,& Huang， L..2018.Research on human capital model based on layered complex network[R].In:2018 International Conference on Management and Education， Humanities and Social Sciences （MEHSS 2018）,2018-05.
7. Song， R.,Wang， Y.， Cui， J.， Vanthienen， J.， & Huang， L..2018.Towards improving context interpretation in the IoT paradigm: A solution to integrate context information in process models[R].In:2018 2nd International Conference on Management Engineering， Software Engineering and Service Sciences （ICMSS 2018）,2018-01.
8. Du， C.,& Huang， L..2017.Sentiment classification via recurrent convolutional neural networks[R].In:2nd International Conference on Computer Engineering， Information Science and Internet Technology,2017-11.
9. Huang， L.,& Zhou， Y..2017.The research of port customer classification based on web data[R].In:2017 International Conference on Logistics， Informatics and Service Sciences （LISS 2017）,2017-07.
10. Huang， L.,& Cao， M..2017.Research on data quality management of CAN bus based on metadata[R].In:2017 International Conference on Logistics， Informatics and Service Sciences （LISS 2017）,2017-07.
11. Wang， J.,Zhu， B.， Wang， Y.， & Huang， L..2017.Mining organizational behaviors in collaborative logistics chain: An empirical study in a port[R].In:International Conference on Logistics， Informatics and Service Sciences. IEEE,2017-01.
12. Ji， Y.,& Huang， L..2016.Network marketing strategy management research based on consumer behavior under the background of big data[R].In:The Third International Conference on Management， Innovation & Development （MID 2016）,2016-12.
13. Cui， W.,& Huang， L..2016.Knowledge reduction method based on information entropy for port big data using MapReduce[R].In:2015 International Conference on Logistics， Informatics and Service Sciences （LISS 2015）,2016-01.
14. Huang， L.,Huang， Y.， & Guo， Y..2015.The research of business intelligence system based on data mining[R].In:2015 International Conference on Logistics， Informatics and Service Science （LISS 2015）,2015-06.
4. Other publications
Meeting Presentations
1.
Huang， L.. Customer churn prediction in the broadband service on machine learning. LISS 2020. Online. 2020-07..
2.
Huang， L.. A data-driven fault prediction method for LNG engine city buses. LISS 2018. Toronto. 2018-08..
Teaching Development Articles
1.
Huang， L.. Customer churn prediction in the broadband service on machine learning. LISS 2020. Online. 2020-07..
2.
Huang， L.. A data-driven fault prediction method for LNG engine city buses. LISS 2018. Toronto. 2018-08..
3.
Huang， L.. Research on the integrated talent training mode of information management specialty based on the Industry-University-Research platform of port informatization. Improving the Quality of Talent Training and Promoting the Construction of Double First-class | Collection of Papers on Undergraduate Teaching Research and Reform of Beijing Jiaotong University （2034）. 2018-04..
4.
Huang， L.， Shao， L.. Application of experiential teaching method in management information system course. Innovation for the future to promote the construction of double first - class. 2017-12..
5.
Huang， L.. Research on the integrated talent training mode of information management specialty based on the Industry-University-Research platform of port informatization. Innovation for the future to promote the construction of double first - class. 2017-12..
Others
1.
Huang， L.. Customer churn prediction in the broadband service on machine learning. LISS 2020. Online. 2020-07. .
2.
Huang， L.. A data-driven fault prediction method for LNG engine city buses. LISS 2018. Toronto. 2018-08. .
3.
Huang， L.. Research on the integrated talent training mode of information management specialty based on the Industry-University-Research platform of port informatization. Improving the Quality of Talent Training and Promoting the Construction of Double First-class | Collection of Papers on Undergraduate Teaching Research and Reform of Beijing Jiaotong University （2034）. 2018-04. .
4.
Huang， L.， Shao， L.. Application of experiential teaching method in management information system course. Innovation for the future to promote the construction of double first - class. 2017-12. .
5.
Huang， L.. Research on the integrated talent training mode of information management specialty based on the Industry-University-Research platform of port informatization. Innovation for the future to promote the construction of double first - class. 2017-12. .
Social Practice
1. Positions of trade associations, societies and journals
1. Vice chairman of China Information Economics Association.
2. Vice president of Big data Branch of China Information Association.
