Bachelor：1981-1985，Computer and automatic control，Dalian Maritime University

Ph.D.：1993-1996，Industrial Engineering and Management，Creckett University， Greece

1.2007-08-01，Department of Information Management， School of Economics and Management， Beijing Jiaotong University，Director

2.2002-03-01，2005-07-01，Collaborative research by the Swedish Institute of Computer Science，Collaborator

3.2001-01-01，Beijing Jiaotong University，Professor

4.1997-01-01，2001-01-01，Beijing Jiaotong University，Associate Professor

5.1996-01-01，1997-01-01，Department of Industrial Engineering Management， Technical University of Crete，Postdoctoral

6.1985-01-01，1993-01-01，Science and Technology Department of Tianjin Port Authority，Engineer

EC-&-Logistics-Informatics，Big-Data-Driven-Management，OR-&-Optimization，Modern-IT-and-applications，Interlligent-Healthcare

1. (PI)Research on scientific theory and technology of misdiagnosis driven by medical big data,Key Project of Basic Scientific Research Operating Expenses,PI:Zhang， R.(2020-04-01 - 2023-03-31).

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)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).

4. (CO-PI)Research on the recognition method of abnormal behavior in medical insurance driven by big data,Graduate Innovation Project of Basic Scientific Research Operating Expenses,CO-PI:Zhou， S.(2019-04-01 - 2021-03-31).

5. (CO-PI)Research on complex decision information integration technology based on multi-source data fusion,Graduate Innovation Project of Basic Scientific Research Operating Expenses,CO-PI:Xing， Y.(2019-04-01 - 2021-03-31).

6. (CO-PI)Study on patient information behavior and its influence on patient compliance in online medical community,Graduate Innovation Project of Basic Scientific Research Operating Expenses,CO-PI:Lu， X.(2019-04-01 - 2021-03-31).

7. (CO-PI)Research on key technologies of individualized diagnosis and treatment decision support based on electronic medical record data,Beijing Natural Science Foundation General Program,CO-PI:Shang， X.(2019-01-01 - 2021-12-31).

8. (PI)Research on the construction of graded medical system in China under the sharing economy,National Social Science Foundation of China Major Program,PI:Zhang， R.(2018-11-06 - 2023-12-31).

9. (PI)Study on impact of comprehensive reform of medical administration in Beijing on pharmaceutical logistics industry in Beijing,Beijing Philosophy and Social Affairs Office,PI:Zhang， R.(2018-08-01 - 2021-07-01).

10. (PI)Research on index system of performance evaluation for scientific research projects,Beijing Science & Technology Commission,PI:Zhang， R.(2018-08-01 - 2019-03-31).

11. (CO-PI)Construction and simulation of County medical insurance fund efficiency optimization model in China,Basic Scientific Research Operating Expenses,CO-PI:Ma， J.(2018-04-01 - 2020-03-31).

12. (CO-PI)Knowledge representation and visualization of ultrasonic examination report based on knowledge mapping,Basic Scientific Research Operating Expenses,CO-PI:Feng， J.(2018-04-01 - 2020-03-31).

13. (CO-PI)Research on the method of constructing medical knowledge graph with self-learning ability,Basic Scientific Research Operating Expenses,CO-PI:Shang， X.(2018-03-01 - 2019-03-01).

14. (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).

15. (CO-PI)Research on clinical knowledge mining based on electronic medical record text,MOE，Department of Humanities and Social Sciences Youth,CO-PI:Shang， X.(2018-01-01 - 2020-07-31).

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

17. (CO-PI)Research on generalized orthogonal fuzzy sets theory expansion and information integration method,Basic Scientific Research Operating Expenses,CO-PI:Xing， Y.(2017-02-25 - 2018-12-30).

18. (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).

19. (CO-PI)Effect of medical health information on medical health information rate and efficiency based on patient compliance,Basic Scientific Research Operating Expenses,CO-PI:Lu， X.(2017-01-01 - 2018-12-31).

20. (CO-PI)Multi attribute group decision making method based on Pythagoras fuzzy sets and its application in disease diagnosis,Basic Scientific Research Operating Expenses,CO-PI:Wang， J.(2017-01-01 - 2018-12-30).

21. (CO-PI)Research and application of extraction method for naming entity based on machine learning,Basic Scientific Research Operating Expenses,CO-PI:Meng， J.(2017-01-01 - 2018-12-31).

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

23. (CO-PI)Research on recommendation strategy of commodity information resources on E-commerce platform from the perspective of active information service,Other Departments,CO-PI:Shang， X.(2016-06-01 - 2017-06-01).

24. (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).

25. (CO-PI)Research on structured model of electronic medical record based on knowledge ontology,Basic Scientific Research Operating Expenses,CO-PI:Chen， D.(2016-03-01 - 2017-12-31).

26. (PI)Big data-driven innovation of intelligent medical health management,National Natural Science Foundation of China Key Program,PI:Zhang， R.(2016-01-01 - 2020-12-31).

27. (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).

28. (CO-PI)Information recommendation strategy of e-commerce platform based on consumers behavioral psychology,Talent Fund of Basic Scientific Research Operating Expenses,CO-PI:Shang， X.(2015-11-02 - 2017-09-01).

29. (CO-PI)Research on the development strategy of logistics industry in Hebei Province,Other Departments,CO-PI:Li， Y.(2015-09-01 - 2016-03-31).

30. (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).

31. (PI)Research on comprehensive information system of railway transportation statistics and its key technologies,China Railway,PI:Zhang， R.(2014-09-01 - 2021-12-31).

32. (PI)Research on information service model and mechanism of Internet of things based on context awareness,Doctoral Foundation of Ministry of Education of China,PI:Zhang， R.(2013-01-01 - 2015-12-31).

33. (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).

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. (CO-PI)Technical service of digital publication processing,Social Science Commercially Funded Project,CO-PI:Shang， X.(2019-05-06 - 2020-01-31).

3. (PI)Research on key technologies of insurance intelligent audit based on abnormal behavior analysis of medical big data,Beijing Jiaotong University,PI:Zhang， R.(2019-05-01 - 2021-04-30).

4. (PI)Development of test auxiliary tools and simulation training system,Beijing Jiaotong University,PI:Zhang， R.(2019-02-01 - 2021-12-31).

5. (PI)White-Box testing and engineering data configuration,Beijing Jiaotong University,PI:Zhang， R.(2019-02-01 - 2021-12-31).

6. (CO-PI)Research and development of environmental health product database and visualization system,Social Science Commercially Funded Project,CO-PI:Shang， X.(2018-05-01 - 2019-12-31).

7. (CO-PI)Data structure and thematic database （collection） development of rare and endangered wild traditional Chinese medicine resources， traditional Chinese medicine and ethnic medicine samples,Social Science Commercially Funded Project,CO-PI:Shang， X.(2018-01-05 - 2020-12-31).

8. (CO-PI)Data structure and thematic database （collection） development of lost ancient books of traditional Chinese medicine， protection of acupuncture and moxibustion cultural relics and acupuncture atlas,Social Science Commercially Funded Project,CO-PI:Shang， X.(2017-06-20 - 2019-12-31).

9. (CO-PI)Simulation of signal system and development of correlative software—Development of simulation system interface software,Beijing Jiaotong University,CO-PI:Shang， X.(2017-02-28 - 2019-12-31).

10. (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).

11. (PI)Simulation of signal system and correlative software development,Beijing Jiaotong University,PI:Zhang， R.(2016-12-01 - 2019-12-31).

12. (PI)Zero distance interactive experience system platform bidding project （phase I）,Beijing Jiaotong University,PI:Zhang， R.(2015-08-17 - 2018-06-30).

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

1.2019-09-01，First Prize of Science and Technology Progress by China Federation of Logistics and Purchasing

2.2019-01-01，Major projects of the National Social Science Fund in 2018

3.2018-01-01，Prizes of Beijing Higher Education Teaching Achievement Award

4.2017-12-01，Won the first prize of Beijing Teaching Achievement Award by Beijing Municipal Education Commission

5.2017-01-01，Prizes of the Railway Science and Technology Award of China Railway Society

6.2017-01-01，2016 Railway Science and Technology Award First Prize awarded by China Railway Society

7.2016-01-01，The first batch of excellent resource sharing courses

8.2016-01-01，Excellent instructor of the National University Student Innovation and Entrepreneurship Training Program

9.2015-03-01，2014 Railway Science and Technology Award First Prize awarded by China Railway Society

10.2015-01-01，Prizes of the Railway Science and Technology Award of China Railway Society

Undergraduate

ERP theory and practice

Introduction to E-Commerce

Enterprise Resource Planning （ERP）

Management Information System

The Methodology of Information Management and Innovation Education

Postgraduate

Management Science Seminar

Management Science and Engineering Seminar

1. Xing， Y.,Zhang， R.， Wang， J.， Bai， K.， & Xue， J.(2020).A new multi-criteria group decision-making approach based on q-rung orthopair fuzzy interaction Hamy mean operators,Neural Computing and Applications.

2. Zhang， H.,Zhang， R.， Lu， X.， & Zhu， X.(2020).Impact of personal trust tendency on patient compliance based on internet health information seeking,Telemedicine and e-Health.

3. Chen， D.,Zhang， R.， Feng， J.， & Liu， Z.(2020).Fulfilling information needs of patients in online health communities,Health Information and Libraries Journal.

4. Lu， X.,Zhang， R.， & Zhu， X.(2019).An empirical study on patientsacceptance of physician-patient interaction in online health communities,International Journal of Environmental Research and Public Health.

5. Liu， S.,Zhang， R.， & Lu， X.(2019).The impact of individuals attitudes toward health websites on their perceived quality of health information: An empirical study,Telemedicine and e-Health.

6. Xing， Y.,Zhang， R.， Zhou， Z.， & Wang， J.(2019).Some q-Rung orthopair fuzzy point weighted aggregation operators for multi-attribute decision making soft computing,Soft Computing.

7. Zhang， R.,Zhao， H.， Xu， Y.， Zhang， X.， Wang， C.， & Shang， X.(2019).Relationship between service efficiency and patient flow in large hospital outpatient system: A data driven perspective,Journal of Management Science.

8. Wang， T.,Wang， T.， Qiu， R. G.， Yu， M.， & Zhang， R.(2019).Directed disease networks to facilitate multiple-disease risk assessment modeling,Decision Support Systems.

9. Ma， J.,Zhang， R.， Li， Q.， & Zhu， X.(2019).Simulation of narrowing the gap for common ailment visiting rates in coastline rural areas of China,Journal of Coastal Research.

10. Ma， J.,Zhang， R.， Huang， D.， Chen， J.， & Song， J.(2019).Hierarchical medical cooperative price decision of county-township hospitals in coastline areas based on revenue-sharing contract,Journal of Coastal Research.

11. Fu， L.,Wang， R.， Yin， L.， Shang， X.， Zhang， R.， & Zhang， P.(2019).CYFRA21-1 tests in the diagnosis of non-small cell lung cancer: A meta-analysis,International Journal of Biological Markers.

12. Shang， X.,Xu， W.， Zhao， H.， Zhang， R.， & Zhu， S.(2019).Research on Chinese ultrasonic text structure and knowledge network construction method,Library and Information Service.

13. Zhou， Z.,Tan， Z.， Yu， X.， Zhang， R.， Wei， Y.， Zhang， M.， Sun， H.， Meng， J.， & Mi， Z.(2019).The health benefits and economic effects of cooperative PM2.5 control: A cost-effectiveness game model,Journal of Cleaner Production.

14. Xing， Y.,Zhang， R.， Zhu， X.， & Bai， K.(2019).q-Rung orthopair fuzzy uncertain linguistic choquet integral operators and their application to multi-attribute decision making,Journal of Intelligent and Fuzzy Systems.

15. Zhang， R.,Lu， X.， Wu， W.， & Shang， X.(2019).Why do patients follow physicians advice? The influence of patients regulatory focus on adherence: an empirical study in China,BMC Health Services Research.

16. Lu， X.,& Zhang， R.(2019).Impact of physician-patient communication in online health communities on patient compliance: Cross-sectional questionnaire study,Journal of Medical Internet Research.

17. He， J.,Wang， X.， Zhang， R.， & Li， L.(2019).Some q-Rung picture fuzzy dombi hamy mean operators with their application to project assessment,Mathmatics.

18. Xu， Y.,Shang， X.， Wang， J.， Zhang， R.， Li， W.， & Xing， Y.(2019).A method to multi-attribute decision making with picture fuzzy information based on Muirhead mean,Journal of Intelligent and Fuzzy Systems.

19. Xu， Y.,Shang， X.， Wang， J.， Zhao， H.， Zhang， R.， & Bai， K.(2019).Some interval-valued q-rung dual hesitant fuzzy muirhead mean operators with their application to multi-attribute decision-making,IEEE Access.

20. Wang， J.,Zhang， R.， Zhu， X.， Zhou， Z.， Shang， X.， & Li， L.(2019).Some q-rung orthopair fuzzy Muirhead means with their application to multi-attribute group decision making,Journal of Intelligent and Fuzzy Systems.

21. Xing， Y.,Zhang， R.， Zhu， X.， & Wang， J.(2018).Some new pythagorean fuzzy choquet-frank aggregation operators for multi-attribute decision making,International Journal of Intelligent Systems.

22. Zhou， Y.,Zhang， R.， Chen， D.， Shang， X.， & Zhou， Q.(2018).A context-awareness positioning scheme in hospital WLAN environment,International Journal of RF Technologies.

23. Zhang， H.,Zhang， R.， Huang， H.， & Wang， J.(2018).Some picture fuzzy dombi heronian mean operators with their application to multi-attribute decision making,Symmetry.

24. Gao， J.,Zhu， X.， Liu， A.， Meng， Q.， & Zhang， R.(2018).An iterated hybrid local search algorithm for pick-and-place sequence optimization,Symmetry.

25. Chen， D.,Zhang， R.， & Zhu， X.(2018).Leveraging Shannon entropy to validate the transition between ICD-10 and ICD-11,Entropy.

26. Liu， K.,Zhang， R.， Yin， L.， Sun， L.， Pan， X.， Hou， L.， Shang， X.， & Yang， X.(2018).Medical Service Unity: an Efficient Approach for Medical Care in Romote Areas in China,Rural and Remote Health.

27. Liu， K.,Zhang， R.， Yin， L.， Sun， L.， Pan， X.， Hou， L.， Shang， X.， & Yang， X.(2018).Medical service unity: An effective approach for medical care in rural areas in China,Rural and Remote Health.

28. Chen， D.,Zhang， R.， Liu， K.， & Hou， L.(2018).Enhancing online patient support through health-care knowledge in online health communities: A descriptive study,Information.

29. Zhang， R.,Lu， X.， Wu， W.， Shang， X.， & Liu， M.(2018).Mature or emerging? The impact of treatment-related internet health information seeking on patients trust in physicians,International Journal of Environmental Research and Public Health.

30. Lu， X.,Zhang， R.， Wu， W.， Shang， X.， & Liu， M.(2018).Relationship between internet health information and patient compliance based on trust: Empirical study,Journal of Medical Internet Research.

31. Li， L.,Zhang， R.， Wang， J.， & Shang， X.(2018).Some q-orthopair linguistic Heronian mean operators with their application to multi-attribute group decision making,Archives of Control Sciences.

32. Zhang， R.,Xing， Y.，Wang， J.，Shang， X.， & Zhu， X.(2018).A novel multiattribute decision-making method based on point–choquet aggregation operators and its application in supporting the hierarchical medical treatment system in China,International Journal of Environmental Research and Public Health.

33. Ma， J.,Zhang， R.， Zhu， X.， & Cao， R.(2018).Process ontology technology in modeling clinical pathway information system,International Journal of Comtuters and Applications.

34. Zhang， R.,Ma， J.， & Ji， H.(2018).Journal of Discrete Mathematical Sciences and Cryptography,Journal of Discrete Mathematical Sciences & Cryptography.

35. Chen， D.,Zhang， R.， Liu， K.， & Hou， L.(2018).Knowledge discovery from posts in online health communities using unified medical language system,International Journal of Environmental Research and Public Health.

36. Li， L.,Zhang， R.， Wang， J.， Zhu， X.， & Xing， Y.(2018).Pythagorean fuzzy power Muirhead means with their application to multi-attribute group decision making,Journal of Intelligent and Fuzzy Systems.

37. Chen， D.,Zhang， R.， Fu， L.， Shang， X.， & Zhu， X.(2018).Mapping and migration of medical and health big data with SNOMED CT,Journal of the China Society for Scientific and Technical Information.

38. Wang， J.,Zhang， R.， Zhu， X.， Xing， Y.， & Buchmeister， B.(2018).Hesitant fuzzy linguistic Muirhead means with their application to multi-attribute group decision making,Complexity.

39. Li， L.,Zhang， R.， Wang， J.， Shang， X.， Bai， K.(2018).A novel approach to multi-attribute group decision making with q-rung picture linguistic information,Symmetry.

40. Zhang， R.,Chen， D.， Shang， X.， Zhu， X.， & Liu， K.(2018).A knowledge-constrained access control model for protecting patient privacy in hospital information systems,IEEE Journal of Biomedical and Health Informatics.

41. Zhang， R.,Chu， F.， Chen， D.， & Shang， X.(2018).A text structuring method for the Chinese medical text based on temporal information,International Journal of Environmental Research and Public Health.

42. Xue， Q.,Wang， L.， & Zhang， R.(2017).Research on the marketing strategy of publications under the new media,Science-Technology & Publication.

43. Xing， Y.,Zhang， R.， Xia， M.， & Wang， J.(2017).Generalized point operators for aggregating dual hesitant fuzzy information,Journal of Intelligent and Fuzzy Systems.

44. Zhang， R.,Wang， J.， Zhu， X.， Xia， M.， & Yu， M.(2017).Some generalized Pythagorean fuzzy Bonferroni mean aggregation operators with their application to multi-attribute group decision-making,Complexity.

45. Hou， L.,Liu， K.， Liu， J.， & Zhang， R.(2017).Solving the stability-accuracy-diversity dilemma of recommender systems,Physica A: Statistical Mechanics and its Applications.

46. Lu， X.,Zhang， R.， & Zhu， X.(2017).A Study on the relationship between patient preference coefficientand treatment rate of medical and health institutions,Journal of Management Science.

47. Shi， S.,& Zhang， R.(2016).A data processing scheme based on CXML in mobile commerce,Journal of Computational Methods in Science and Engineering.

48. Zhou， Z.,Zhang， R.， Pan， Y.， Rong， Y.， & Wang， J.(2016).Fuzzy valuation-based system for Bayesian decision problems,Journal of Intelligent and Fuzzy Systems.

49. Shang， X.,Zhang， R.， Zhu， X.， & Zhou， Q.(2016).Design theory， modeling and the application for the internet of things service,Enterprise Information Systems.

50. Ning， W.,Yu， M.， & Zhang， R.(2016).A hierarchical method to automatically encode Chinese diagnoses through semantic similarity estimation,BMC Medical Informatics and Decision Making.

51. Shang， X.,Zhang， R.， Zhu， X.， & Zhou， Q.(2016).Design theory， modelling and the application for the Internet of Things service,Enterprise Information Systems.

52. Xia， M.,Zhang， R.， & Badr， Y.(2016).Choquet-based multi-criteria decision making with objective and subjective information,Journal of Intelligent and Fuzzy Systems.

53. Zhang， R.,Zhou， Y.， Zhuang， H.， & Zhu， X.(2015).Study on the project supervision system based on the principal-agent theory,Journal of Industrial Engineering and Management.

54. Zhang， R.,Chu， F.， Yuan， Q.， & Dai， W.(2015).A study on an energy conservation and interconnection scheme between WSN and Internet based on the 6LoWPAN,Mobile Information Systems journal.

1. Zhang， R.& Tian， J.,Mobile Commerce Security,Economy & Management Publishing House,2017-08.

2. Zhang， R.& Cheng， Z.,Introduction of Mobile Commerce,Economy & Management Publishing House,2017-07.

1. Zhang， R.,2019,E-Commerce （4th Edition）,Science Press.

2. Zhang， R.,& Zhu， X.2016,Introduction to Service Science C,Publishing House of Electronics Industry.

3. Zhang， R.,2015,Introduction to Electronic Commerce （3rd Edition）,Publishing House of Electronics Industry.

1. Zhang， X.,Shao， Zhu， M.， & Zhang， R..2020.Towards understanding vulnerability in information systems: The topic modeling perspective[R].In:Twenty-Fourth Pacific Asia Conference on Information Systems （PACIS 2020）,2020-06.

2. Meng， J.,Zhang， R.， & Chen， D..2018.Utilizing free text from electronic health records for early warning modeling of chronic disease[R].In:Proceedings of 2018 IEEE International Conference on Systems， Man， and Cybernetics （IEEE/SMC2018）,2018-12.

3. Wang， J.,Zhang， R.，Li， L.，Li， W.，Shang， X.， & Xu， Y..2018.Some q-rung orthopair fuzzy dual maclaurin symmetric mean operators with their application to multiple criteria decision making[R].In:19th International Symposium on Knowledge and Systems Sciences （KSS 2018）,2018-12.

4. Xu， Y.,Shang， X.， Zhao， H.， Zhang， R.， & Wang， J..2018.The characteristics of service efficiency and patient flow in heavy load outpatient service system[R].In:KSS 2018: Knowledge and Systems Sciences,2018-10.

5. Liu， R.,Zhang， R.， & Lu， X..2018.An empirical study on the relationship between the satisfaction of internet health information and patient compliance: Based on trust perspective[R].In:8th International Conference on Information Communication and Management （ICICM 2018）,2018-09.

6. Lu， X.,Zhang， R.， Wu， W.， & Shang， X..2018.How does health website influence patient compliance: An empirical study[R].In:8th International Conference on Information Communication and Management （ICICM 2018）,2018-09.

7. Xing， Y.,Zhang， R.， & Sun， J..2018.Some new q-rung orthopair fuzzy point-choquet integral aggregation operators and its application to supplier selection[R].In:17th IEEE International Conference on Cognitive Informatics & Cognitive Computing （ICCI*CC 2018）,2018-07.

8. Wang， J.,Zhang， R.，Shang， X.， Chen， D.， & Borut， B.2017.Pythagorean fuzzy bonferroni mean operators with their application to supply chain management[R].In:2017 IEEE International Conference on Systems， Man， and Cybernetics （SMC 2017）,2017-10.

9. Li， L.,Zhang， R.， & Wang， J ..2017.A medical diagnosis method based on interval-valued fuzzy cognitive map[R].In:IEEE 17th International Conference on Bioinformatics and Bioengineering （IEEE/BIBE2017）,2017-10.

10. Chen， D.,MenG， J.，Zhang， R.， & Wang， J..2017.An encoding method for the posts in the online health communities with SNOMED CT[R].In:2017 IEEE International Conference on Systems， Man， and Cybernetics （SMC2017）,2017-10.

11. Wu， J.,Zhang， R.， Chu， F.， & Shang， X..2017.Medical insurance fraud recognition based on improved outlier detection algorithm[R].In:2nd International Conference on Artificial Intelligence and Engineering Applications （AIEA 2017）,2017-09.

12. Xing， Y.,Zhang， R.， & Qi， J..2017.Power point operators for interval-valued dual hesitant fuzzy set[R].In:2017 International Conference on Logistics， Informatics and Service Sciences （LISS 2017）,2017-08.

13. Chen， D.,Zhang， R.， Shang， X.， & Zhou， Q..2017.Text structuring method for the chinese medical texts based on temporal information[R].In:2017 International Conference on Logistics， Informatics and Service Sciences （LISS 2017）,2017-08.

14. Sun， S.,& Zhang， R..2017.Region of interest extraction of medical image based on improved region growing algorithm[R].In:2017 International Conference on Material Science， Energy and Environmental Engineering （MSEEE 2017）,2017-08.

15. Wang， X.,& Zhang， R..2017.A study of appointment scheduling with no-shows and overbooking[R].In:2017 International Conference on Sports， Arts， Education and Management Engineering （SAEME 2017）,2017-07.

16. Cui， C.,& Zhang， R..2017.Parallel csa-fcm clustering algorithm based on mapreduce[R].In:2017 International Conference on Sports， Arts， Education and Management Engineering （SAEME 2017）,2017-07.

17. Chen， D.,Zhang， R.， Shang， X.， Zhou， Q.， & Wang， R..2017.A context-awareness positioning scheme in hospital WLAN environment[R].In:2017 International Conference on Logistics， Informatics and Service Sciences （LISS 2017）,2017-07.

18. Zhang， X.,& Zhang， R..2017.Research on surgical process based on markov chain model within operating rooms[R].In:3rd IEEE International Conference on Information Management （ICIM2017）,2017-04.

19. Wu， T.,& Zhang， R..2016.A user-based filtering recommendation algorithm based on context-aware[R].In:2nd International Conference on Management Science and Innovative Education （MSIE 2016）,2016-10.

20. Ji， H.,& Zhang， R..2016.Research on the merger of medical security system of urban and rural residents in China[R].In:2nd International Conference on Management Science and Innovative Education （MSIE 2016）,2016-10.

21. Zhang， R.,Chen， D.， & Shang， X..2016.Privacy preserving for patients information: A knowledge-constrained access control model for hospital information systems[R].In:14th IEEE International Conference on Industrial Informatics （INDIN 2016）,2016-07.

1. Director of The Department of Information Management， School of Economics and Management， Beijing Jiaotong University ..