Lin LIU-School of Software, Tsinghua University

Faculty

Name: Lin LIU

Title: Professor

Email: linliu@tsinghua.edu.cn

Telephone: +86（10）****3284

Tax: +86（10）****3284

Research Fields: Requirements Engineering, Information Systems, Medical Data Analytics, Intelligent Applications

Introduction: Dr. Lin Liu is Professor at the School of Software, Tsinghua University, China. She received her Ph.D. in Computer Science from the Chinese Academy of Sciences. Her interests are in the areas of requirements engineering, Services Engineering, and domain knowledge engineering. Her research emphasizes concepts and techniques for modeling and systematically analyzing software systems, domain-specific data and knowledge.

Education Background

1989.9-1996.7 Jilin University, Changchun, China BCS, MCS 1996.8-1999.9 Institute of Mathematics, CAS PhD 1999.12-2001.12 University of Toronto, FIS Postdoc Fellow 2002.1-2004.7 University of Toronto, DCS Postdoc RA

Working Experience

2004.8-present School of Software, Tsinghua University

Professional activities:

Editorial Board: • Journal of Software (Chinese), 2011 - present • International Journal of Information Systems Modelling and Design, 2010- present, Associate Editor • Requirements Engineering Journal, Editorial Board member, 2016-present Conference Organisation: • 2013-，Requirements Engineering Conference PC, workshops Co-Chair • 2013-，Conference on Advanced Information Systems Engineering (CAiSE) PC • 2013-，Conference on Service Oriented Computing (ICSOC) Senior/PC • 2014-, Computer Software and Applications Conference (COMPSAC,) PC (Chair) • 2014 Conference on Cooperative Information Systems (CoopIS) Program Co-Chair & PC • 2013-14 International Conference on Global Software Engineering (ICGSE) PC • 2013- ACM Symposium on Applied Computing (ACM SAC) RE Track PC • 2013-16 International Conference on Research Challenges in Information Science (RCIS) PC

Research Projects

1. Crowd-Based Requirements Elicitation and Modeling in Internet NSFC Key Project, Co-PI, 2015.10～2019.12

2. Oral Health Big Data Service Technologies and Platform, National Science and Technology Supporting Program, 2015.1～2017.12

3. Baidu-Tsinghua Medical AI Collaborations Project, 2019.5～2022.4

4. Industrial Safety Big Data and Intelligence Applications, China-Life, 2020.9～2025.9

5. Clinical Decision Support Systems Based on Medical Big Data and Machine Learning, PKUSS, 2016.01～2017.12

6. Social Strategic Modeling of Security Requirements, NSFC, 2009.1-2011.12

7. Dynamic Optimal Decision Making in Requirements Engineering, 863, MOST 2007.9-2009.8

8. A Formal Intentional Requirements Analysis Approach, NSFC, 2006.1-2008.12

9. Understanding the Chinese Characteristics of RE, Siemens, Overseas project. 2008.1-2008.9

10. Environment-driven Trustworthy Software Requirements Engineering, NSFC Key project, 2009.1-2012.12

11. Knowledge-driven Requirements Engineering Technologies, 863, MOST, 2007.1-2008.12

Publications

Journal Papers:

1. Meira Levy, Lin Liu, Daniel Amyot, Eric S. K. Yu, Muneef Alshammari, Malak Baslyman, Elizabeth Bjarnason, Christopher Bull, Carlos Henrique C. Duarte, Eduard C. Groen, Sami Jantunen, Sylwia Kopczynska, Lysanne Lessard, Ita Richardson, Jens H. Weber, Ziqi Wei: Requirements Engineering for Well-Being, Aging, and Health: An Overview for Practitioners. IEEE Softw. 38(3): 7-12 (2021)

2. Javed Ali Khan, Lin Liu, Lijie Wen: Requirements knowledge acquisition from online user forums. IET Softw. 14(3): 242-253 (2020)

3. Javed Ali Khan, Lin Liu, Lijie Wen, Raian Ali: Conceptualising, extracting and analysing requirements arguments in users' forums: The CrowdRE-Arg framework. J. Softw. Evol. Process. 32(12) (2020)

4. Affan Yasin, Lin Liu, Tong Li, Rubia Fatima, Jianmin Wang: Improving software security awareness using a serious game. IET Softw. 13(2): 159-169(2019)

5. Rubia Fatima, Affan Yasin, Lin Liu, Jianmin Wang: How persuasive is a phishing email? A phishing game for phishing awareness. J. Comput. Secur. 27(6): 581-612 (2019)

6. Svitlana Kutia, Sajjad Hussain Chauhdary, Celestine Iwendi, Lin Liu, Wang Yong, Ali Kashif Bashir: Socio-Technological Factors Affecting User's Adoption of eHealth Functionalities: A Case Study of China and Ukraine eHealth Systems. IEEE Access 7: 90777-90788 (2019)

7. Affan Yasin, Lin Liu, Tong Li, Jianmin Wang, Didar Zowghi: Design and preliminary evaluation of a cyber Security Requirements Education Game (SREG). Inf. Softw. Technol. 95: 179-200 (2018)

8. Lin Liu, Qing Zhou (MSE), Jilei Liu (MSE), Zhanqiang Cao (PhD): Requirements cybernetics: Elicitation based on user behavioral data. Journal of Systems and Software 124: 187-194 (2017)

9. Haihua Xie, Jingwei Yang, Carl K. Chang, Lin Liu: A statistical analysis approach to predict user's changing requirements for software service evolution. J. Syst. Softw. 132: 147-164(2017)

10. Lin Liu: When intelligence meets data: game story generation by compositional creativity. IJCrC 1(2/3/4): 274-307 (2016)

11. Lin Liu, Letong Feng(MSc), Yanqing Li(MSE), Delin Jing(PhD), Hongji Yang: Flourishing creativity in software development via Internetware paradigm. SCIENCE CHINA Information Sciences 59(8): 080103:1-080103:13 (2016)

12. Lin Liu, Chen Yang(MSc), Jianmin Wang, Xiaojun Ye, Yingbo Liu, Hongji Yang, Xiaodong Liu: Requirements model driven adaption and evolution of Internetware. SCIENCE CHINA Information Sciences 57(6): 1-19 (2014)

13. Stefanos Gritzalis, Lin Liu: Requirements Engineering for Security, Privacy and Services in Cloud Environments. Requir. Eng. 18(4): 297-298 (2013).

14. He Zhang(MSc), Lin Liu, Tong Li(MSE), “Designing IT systems according to environmental settings: a strategic analysis framework”, Journal of Strategic Information Systems, 20 (2011) pp. 80-95.

15. Lin Liu, Eric Yu, John Mylopoulos. Secure-i*: Engineering Secure Software Systems through Social Analysis. International Journal of Software and Informatics. Vol.3, Issue 1. 2009

Conference Papers

16. Jie Yang, Jiarou Fan, Yiru Wang, Yige Wang, Weihao Gan, Lin Liu, Wei Wu: Hierarchical Feature Embedding for Attribute Recognition. CVPR 2020: 13052-13061

17. Jingwei Yang, Lin Liu: What Users Think about Predictive Analytics? A Survey on NFRs. RE 2020: 340-345

18. Jie Yang, Yuchen Xie, Lin Liu, Bin Xia, Zhanqiang Cao, Chuanbin Guo: Automated Dental Image Analysis by Deep Learning on Small Dataset. COMPSAC (1) 2018: 492-497

19. Lin Liu, Letong Feng(MSc), Zhanqiang Cao(PhD), Jingdong Li: Requirements Engineering for Health Data Analytics: Challenges and Possible Directions. RE 2016: 266-275

20. Feng-Lin Li(PhD), Jennifer Horkoff, Lin Liu, Alexander Borgida, Giancarlo Guizzardi, John Mylopoulos: Engineering Requirements with Desiree: An Empirical Evaluation. CAiSE 2016: 221-238

21. He Zhang(MSc.), Yuejiao Ha(Undergrad.), Lin Liu: Making Climate Models Reusable: From Static Model Analysis to On-demand Model Integration. COMPSAC (Stephen S. Yau Academic Symposium) 2015: 87-96

22. Letong Feng(MSc.), Yanqing Li(MSE), Lin Liu, Xiaojun Ye, Jianmin Wang, Zhanqiang Cao(PhD), Xin Peng: Towards an Applied Oral Health Ontology: A Round Trip between Clinical Data and Experiential Medical Knowledge. COMPSAC Workshops 2015: 288-295

23. Feng-Lin Li(PhD), Jennifer Horkoff, Alexander Borgida, Giancarlo Guizzardi, Lin Liu, John Mylopoulos: From Stakeholder Requirements to Formal Specifications Through Refinement. REFSQ 2015: 164-180

24. He Sun(MSE), Lin Liu, Letong Feng(MSc), Yuan Xiang Gu: Introducing Code Assets of a New White-Box Security Modeling Language. COMPSAC Workshops 2014: 116-121

25. Luyao Liu(MSE), Lin Liu, Zuo Yang(MSE): Services Adaptation Based on Domain Ontology and Feature Configuration. ICWS 2014: 698-701

26. Lin Liu, Tianying Li(MSE), Xiaoxi Kou(MSE): Eliciting Relations from Natural Language Requirements Documents Based on Linguistic and Statistical Analysis. COMPSAC 2014: 191-200

27. Feng-Lin Li(PhD), Jennifer Horkoff, John Mylopoulos, Renata S. S. Guizzardi, Giancarlo Guizzardi, Alexander Borgida, Lin Liu: Non-functional requirements as qualities, with a spice of ontology. RE 2014: 293-302