Bachelor：1988-1992，Economic Information Management Major，Nankai University

Master：1992-1995，Economic Information Management Major，Tianjin University of Finance and Economics

Ph.D.：1995-1998，Beijing Jiaotong University

the Theory and Method of Informatization

1. (CO-PI)Education funds supervision business processing comprehensive information platform expert database and system database subsystem revision and upgrade service project,Other,CO-PI:Chang， D.(2019-12-30 - 2020-12-31).

2. (CO-PI)Research on collaboration method and application model of data-driven medical service supply chain,Beijing Philosophy and Social Affairs Office,CO-PI:Shang， X.(2019-11-15 - 2022-07-01).

3. (CO-PI)Evaluation of emergency response function and resilience improvement strategy of Beijings comprehensive pipe rack,Beijing Philosophy and Social Affairs Office,CO-PI:Gong， D.(2019-11-15 - 2022-07-01).

4. (CO-PI)Research on the formation mechanism of railway tariff,National Development and Reform Commission,CO-PI:Li， W.(2019-09-23 - 2020-06-30).

5. (PI)Purchase big data， the main body of industrial innovation in beijing， for information use monitoring and evaluation services,Other Departments,PI:Liu， S.(2019-07-01 - 2019-10-31).

6. (PI)Promote the development of Belt and Road Initiative through the property right of railway waybill,National Railway Administration of the Peoples Republic of China,PI:Liu， S.(2019-06-01 - 2019-12-31).

7. (CO-PI)Intelligent logistics optimization theory and key technologies for intelligent manufacturing,Key Project of Basic Scientific Research Operating Expenses,CO-PI:Shi， X.(2019-04-01 - 2023-03-31).

8. (CO-PI)Research on the calculation of train class and passenger car seat cost in the formation of high-speed railway ticket price,Major Cultivation Project Supported by Humanities and Social Sciences of Basic Scientific Research Operating Expenses,CO-PI:Li， W.(2019-03-15 - 2026-09-30).

9. (CO-PI)Research on text mining and simulation model for layout optimization of urban charging piles considering user habits,MOE，Department of Humanities and Social Sciences Youth,CO-PI:Gong， D.(2019-01-01 - 2021-12-31).

10. (CO-PI)Research on credit evaluation management of project applicants and responsible persons of National Natural Science Foundation of China,National Natural Science Foundation of China Emergency Management Project,CO-PI:Gong， D.(2019-01-01 - 2019-10-31).

11. (CO-PI)Promoting modern talent management practices in Asian higher education institutions,International Cooperation,CO-PI:Shang， X.(2019-01-01 - 2021-12-31).

12. (PI)Unified login platform for funds supervision,Other,PI:Liu， S.(2018-12-23 - 2020-06-29).

13. (CO-PI)Research on enterprise financing capability evaluation based on big data technology under cooperation background of finance and economy,Other Departments,CO-PI:Gong， D.(2018-11-01 - 2019-10-31).

14. (CO-PI)Purchase the big data credit monitoring and evaluation service of Beijings industrial innovation entity-2,Other,CO-PI:Gong， D.(2018-09-30 - 2020-09-30).

15. (PI)Purchase the big data credit monitoring and evaluation service of Beijings industrial innovation entity-1,Other Departments,PI:Liu， S.(2018-09-30 - 2020-09-30).

16. (PI)Research on layout optimization of public charging piles in Beijing based on text and aimulation analysis,Beijing Philosophy and Social Affairs Office,PI:Liu， S.(2018-08-01 - 2021-07-01).

17. (CO-PI)Research on intelligent emergency logistics linkage system of Beijing public emergencies,Beijing Philosophy and Social Affairs Office,CO-PI:Chang， D.(2018-08-01 - 2021-07-01).

18. (PI)Research on credit system supporting the development of science and technology innovation center,Other Departments,PI:Liu， S.(2018-06-27 - 2018-12-31).

19. (CO-PI)Layout optimization of electric vehicle charging station based on Simulation and text analysis,Basic Scientific Research Operating Expenses,CO-PI:Zhang， Q.(2018-04-01 - 2020-04-01).

20. (CO-PI)Scientific research base - Philosophy and social base construction—Construction funds of Beijing logistics informatization research base in 2018,Beijing Municipal Education Commission,CO-PI:Zhang， Z.(2018-01-01 - 2018-12-31).

21. (CO-PI)Construction of scientific research base—Philosophical social sciences base— Construction funds of Beijing Logistics Informatization Research Base in 2017,Beijing Municipal Education Commission,CO-PI:Zhang， R.(2017-07-01 - 2018-06-30).

22. (PI)Research on industrial innovation impetus and overseas resources integration in Beijing,Other Departments,PI:Liu， S.(2017-04-15 - 2018-06-21).

23. (CO-PI)Research on development law and evolution trend of network society,Major Cultivation Project Supported by Humanities and Social Sciences of Basic Scientific Research Operating Expenses,CO-PI:Zhu， X.(2017-01-01 - 2024-09-30).

24. (PI)Analysis on development of logistics information platform in Tongling City,Other Departments,PI:Liu， S.(2016-12-28 - 2019-06-27).

25. (PI)Research on electronic forecast of postal industry in China,Other,PI:Liu， S.(2016-12-05 - 2018-10-28).

26. (CO-PI)Research on construction of regional logistics network in Beijing-Tianjin-Hebei Region from big data perspective,Other,CO-PI:Zhang， Z.(2016-10-07 - 2017-12-31).

27. (PI)Research on development of enterprise technology center in Beijing,Other,PI:Liu， S.(2016-10-01 - 2018-01-31).

28. (CO-PI)Research on logistics construction of Beijing City based on big data intelligence analysis based on Beijing Tianjin Hebei integration,Beijing Philosophy and Social Affairs Office,CO-PI:Zhang， Z.(2016-09-20 - 2018-06-30).

29. (CO-PI)Research on terminal rapid precision delivery scheduling system and key technologies,National Key Research and Development Project of the Ministry of Science and Technology,CO-PI:Hou， H.(2016-07-01 - 2020-10-31).

30. (CO-PI)Construction funds of Zhe She Base—Beijing logistics informatization research base in 2016,Beijing Municipal Education Commission,CO-PI:Zhang， Z.(2016-05-12 - 2016-12-31).

31. (CO-PI)Collaborative innovation mechanism and strategic choice of innovation ecosystem oriented to industrial platform,National Natural Science Foundation of China Key Program,CO-PI:Tang， F.(2016-01-01 - 2020-12-31).

32. (CO-PI)Research and development of core software and collection equipment of integrated management information platform for urban rail transit assets,Basic Scientific Research Operating Expenses,CO-PI:Huang， A.(2015-01-10 - 2015-12-31).

33. (CO-PI)Research on urban logistics management for coordinated development of economy， society and environment,Basic Scientific Research Operating Expenses,CO-PI:Yi， H.(2013-05-01 - 2015-12-31).

34. (CO-PI)Research on the evolution of transportation behavior based on the marginal analysis,Doctoral Foundation of Ministry of Education of China,CO-PI:Li， W.(2013-01-01 - 2015-12-31).

35. (CO-PI)Research on the process principle and benefit maximization mechanism model of logistics resources and integrated value creation,National Natural Science Foundation of China Key Program,CO-PI:Zhang， Z.(2012-01-01 - 2016-12-31).

36. (CO-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,CO-PI:Huang， L.(2012-01-01 - 2016-12-31).

1. (CO-PI)Study on the development strategy of Qinghai Clean Energy Demonstration Province—Study on the key issues of energy system and mechanism in Qinghai Province,Social Science Commercially Funded Project,CO-PI:Zhang， Z.(2019-09-07 - 2019-12-31).

2. (PI)Research on innovative application technology of railway logistics and block chain serving Belt and Road Initiative,China Railway,PI:Liu， S.(2019-07-01 - 2020-06-30).

3. (CO-PI)Research on electronic forecast of postal industry in China—Policy suggestion research,Social Science Commercially Funded Project,CO-PI:Li， Y.(2016-12-05 - 2018-09-30).

4. (CO-PI)China Aviation Oil information transformation consulting service,Social Science Commercially Funded Project,CO-PI:Chang， D.(2015-08-01 - 2017-02-01).

1.2017-01-01，Prizes of Beijing Higher Education Teaching Achievement Award

2.2017-01-01，First Prize of Beijing Higher Education Teaching Achievement Award

3.2016-10-01，Three education management service education

Undergraduate

Information System Development Practice （A）

Smart logistics

Management Information System

The Methodology of Information Management and Innovation Education

Postgraduate

Information System and Information Resource Management

Business Analysis and Computer Audit Technology

Informatization theory and method

Internet marketing

1. Xue， G.,Liu， S.， Gong， D.， & Ma， Y.(2020).ATP-DenseNet: A hybrid deep learning based gender identification of handwriting,Neural Computing and Applications.

2. Kang， L.,Liu， S.， Zhang， H.， & Gong， D.(2020).Person anomaly detection-based videos surveillance system in urban integrated pipe gallery,Building Research & Information.

3. Ma， Y.,Liu， S.， Xue， G.， & Gong， D.(2020).Soft sensor with deep learning for functional region detection in urban environments,Sensors.

4. Gong， D.,Liu， S.， Liu， J.， & Ren， L.(2020).Who benefits from online financing? A sharing economy E-tailing platform perspective,International Journal of Production Economics.

5. Kang， L.,Liu， S.， Gong， D.， & Tang， M.(2020).A personalized point-of-interest recommendation system for O2O commerce,Electronic Markets.

6. Xue， G.,Liu， S.， Gong， D.， & Ma， Y.(2019).Environmental intelligent control of underground integrated pipe gallery based on equipment failure rate,IEEE Access.

7. Zhang， X.,Liu， S.， Gong， D.， Zhang， H.， & Tu， Q.(2019).An improved multi-objective quantum-behaved particle swarm optimization for railway freight transportation routing design,An Improved Multi-Objective Quantum-Behaved Particle Swarm Optimization for Railway Freight Transportation Routing Design.

8. Gao， H.,Liu， S.， Gong， D.， & Cao， G.(2019).Optimization decision on informal recycling channel of electric vechicle batteries and supervision strategy,Applied Ecology and Environmental Research.

9. Gong， D.,Tang， M.， Liu， S.， Xue， G.， & Wang， L.(2019).Achieving sustainable transport through resource scheduling: A case study for electric vehicle charging stations,Advances in Production Engineering & Management.

10. Zhang， X.,Liu， S.， Gong， D.， & Tu， Q.(2019).A latent-dirichlet-allocation based extension for domain ontology of enterprises technological innovation,International Journal of Computers Communications & Control.

11. Zhang， X.,& Liu， S.(2018).Urban traffic flow prediction model based on BP artificial neural network in Beijing area,Journal of Discrete Mathematical Sciences and Cryptography.

12. Li， R.,& Liu， S.(2018).Research on enterprise cohesion evaluation—A case study of China railway intermodal transportation company,Theoretical Exploration.

13. Gong， D.,Liu， S.， Tang， M.， Ren， L.， Liu， J.， & Liu， X.(2018).Revenue sharing or profit sharing? An internet production perspective,Advances in Production Engineering & Management.

14. Zhang， H.,& Liu， S.(2017).An effective use of hybrid metaheuristics algorithm for job shop scheduling problem,International Journal of Simulation Modelling.

15. Tang， M.,Gong， D.， Liu， S.， & Lu， X.(2017).Finding key factors affecting the locations of electric vehicle charging stations: A simulation and ANOVA approach,International Journal of Simulation Modelling.

16. Li， L.,& Liu， S.(2017).Analysis of postponement problem in supply chain of customized products,Journal of Interdisciplinary Mathematics.

17. Gong， D.,Tang， M.， & Liu， S.(2017).Reconsidering production coordination: A principal-Agent theory-based analysis,Advances in Production Engineering & Management.

18. Li， R.,& Liu， S.(2016).Discussion on pricing mechanism of railway freight transport market in China,Price: Theory & Practice.

19. Li， L.,Liu， S.， & Li， D.(2016).A case based reasoning algorithm for enterprises integration of informatization and industrialization,International Journal of Database Theory and Application.

20. Tang， M.,Gong， D.， & Liu， S.(2016).Applying multi-phase particle swarm optimization to solve bulk cargo port scheduling problem,Advances in Production Engineering and Management.

21. Yu， B.,Guan， Z.， Jiang， Y.， Qi， C.， & Liu， S.(2016).The Container-Cloud architecture and scene perception in IoE era,International Journal of Grid and Distributed Computing.

22. Zhang， H.,Liu， S.， & Gong， D.(2016).Multi-phase particle swarm optimization on the break-even distance of railway freight transportation,Journal of the China Railway Society.

23. Gong， D.,& Liu， S.(2015).Information condition differences influence on the cooperative effect of supply Chain management,Soft Science.

24. Gong， D.,& Liu， S.(2015).Modeling the impact of resource sharing on supply chain efficiency,International Journal of Simulation Modelling.

1. Liu， S.,Management Information System,Central Radio & TV University Press,2015-08.

1. Liu， S.,2015,Research on Evaluation System of Internal Standard for Urban Rail Transit Operation Enterprises,Anhui Science & Technology Publishing House.

1. Zhang， Q.,Liu， H.，Liu， S.， & Tian， Z..2016.Dynamic online consumer trust forming mechanism research based on Beijing， China[R].In:2016 International Conference on Logistics， Informatics and Service Science （LISS 2016）,2016-07.

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3. Guo， X.， & Men， R.. .

4. Liu， S.. The whole-course logistics enterprise credit reference system based on blockchain technology. LISS 2020. Online. 2020-07..

5. Liu， S.. Operation support of Beijing metro automatic fare collection system clearance house system. LISS 2016. Beijing. 2016-07..

6. Liu， S.. Scene perception in IoE era. LISS 2015. Beijing. 2015-07..

1. Li， H.， & Men， R.. .

2. Guo， X.， & Li， H.. .

3. Guo， X.， & Men， R.. .

4. Liu， S.. The whole-course logistics enterprise credit reference system based on blockchain technology. LISS 2020. Online. 2020-07..

5. Liu， S.. Operation support of Beijing metro automatic fare collection system clearance house system. LISS 2016. Beijing. 2016-07..

6. Liu， S.. Scene perception in IoE era. LISS 2015. Beijing. 2015-07..

1. Li， H.， & Men， R.. .

2. Guo， X.， & Li， H.. .

3. Guo， X.， & Men， R.. .

4. Liu， S.. The whole-course logistics enterprise credit reference system based on blockchain technology. LISS 2020. Online. 2020-07. .

5. Liu， S.. Operation support of Beijing metro automatic fare collection system clearance house system. LISS 2016. Beijing. 2016-07. .

6. Liu， S.. Scene perception in IoE era. LISS 2015. Beijing. 2015-07. .