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Name: Lin LIU
Title: Associate Professor
Email: linliu@tsinghua.edu.cn
Telephone: +86(10)62773284
Tax: +86(10)62773284
Research Fields: Requirements Engineering, Information Systems, Medical Data Analytics, Intelligent Applications
Introduction: Dr. Lin Liu is Associate 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 16. Lin Liu, Qiang Liu, Chi-hung Chi, Zhi Jin, Eric Yu. Towards a service requirements modelling ontology based on agent knowledge and intentions. International Journal of Agent-Oriented Software Engineering. Vol.2, No.3, pp324-349. DOI:10.1504/IJAOSE.2008.019422. 17. Puwei Wang(PhD), Zhi Jin, Lin Liu, Guangjun Cai(PhD): Building toward Capability Specifications of Web Services Based on an Environment Ontology. IEEE Trans. Knowl. Data Eng. 20(4): 547-561 (2008). 18. L. Liu, E. Yu. Designing Information Systems in Social Context: A Goal and Scenario Modelling Approach. Information Systems (journal), Vol.29, No.2. Page(s) 187-203, 2004. 19. A. Fuxman(MSc), L. Liu, J. Mylopoulos, M. Pistore, M. Roveri and P. Traverso. Specifying and Analyzing Early Requirements in Tropos. Journal of Requirements Engineering. Vol.9, No.2. Page(s) 132-150. May 2004. 20. L. Penserini(Postdoc), L. Liu, J. Mylopoulos, M. Panti, L. Spalazzi. Web Intelligence and Agent Systems (journal), Publisher: IOS Press, ISSN 1570-1263, pp. 3-21, 2003. Conference Papers 21. Jie Yang, Jiarou Fan, Yiru Wang, Yige Wang, Weihao Gan, Lin Liu, Wei Wu: Hierarchical Feature Embedding for Attribute Recognition. CVPR 2020: 13052-13061 22. Jingwei Yang, Lin Liu: What Users Think about Predictive Analytics? A Survey on NFRs. RE 2020: 340-345 23. 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 24. Lin Liu, Letong Feng(MSc), Zhanqiang Cao(PhD), Jingdong Li:
Requirements Engineering for Health Data Analytics: Challenges and Possible Directions. RE 2016: 266-275 25. 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 26. 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 27. 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 28. 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 29. 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 30. Luyao Liu(MSE), Lin Liu, Zuo Yang(MSE):
Services Adaptation Based on Domain Ontology and Feature Configuration. ICWS 2014: 698-701 31. 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 32. 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 33. Robert Meersman, Hervé Panetto, Tharam S. Dillon, Michele Missikoff, Lin Liu, Oscar Pastor, Alfredo Cuzzocrea, Timos K. Sellis:
On the Move to Meaningful Internet Systems: OTM 2014 Conferences - Confederated International Conferences: CoopIS, and ODBASE 2014, Amantea, Italy, October 27-31, 2014, Proceedings. Lecture Notes in Computer Science 8841, Springer 2014, ISBN 978-3-662-45562-3 34. Daren Fang(PhD), Xiaodong Liu, Lin Liu, Hongji Yang:
TARGO: Transition and Reallocation Based Green Optimization for Cloud VMs. GreenCom/iThings/CPScom 2013: 215-223 35. Qing Zhou(MSE), Lin Liu: Understanding Requirements for Online Services Based on Users‘ Behavioural Data Analysis. COMPSAC Workshops 2013: 27-34. 36. Feng-Lin Li(PhD), Jennifer Horkoff, John Mylopoulos, Lin Liu, Alexander Borgida: Non-Functional Requirements Revisited. iStar 2013: 109-114 37. Hong Mei, Jian Lv, Qianxiang Wang, Lin Liu:
Proceedings of the Fourth Asia-Pacific Symposium on Internetware, Internetware 2012, Qingdao, China, October 30-31, 2012. ACM 2012, ISBN 978-1-4503-1888-4 38. Farzana Rahman(PhD), Sheikh Iqbal Ahamed, Casey O'Brien, He Zhang, Lin Liu:
Evolution of Energy Awareness Using an Open Carbon Footprint Calculation Platform. Handbook of Energy-Aware and Green Computing 2012: 1133-1144 39. Jane Cleland-Huang, Matthias Jarke, Lin Liu, Kalle Lyytinen:
Requirements Management - Novel Perspectives and Challenges (Dagstuhl Seminar 12442). Dagstuhl Reports 2(10): 117-152 (2012) 40. Lin Liu: Requirements Engineering for Service Adaptation and Evolution. COMPSAC Workshops 2012: 398-402 41. Feng-Lin Li(PhD), Lin Liu, John Mylopoulos: Software Service Evolution: A Requirements Perspective. COMPSAC Workshops 2012: 353-358 42. Golnaz Elalhi(PhD), Eric Yu, Yuan Gu, Andrew Wajs, Lin Liu, Goal-Oriented Modelling and Analysis of White-Box Security: Toward an Ontology, SSP, Beijing, June 16. 2012. 43. Ziyan Xu(MSE), Haihong Zhao(MSE), Sheau Ling Tan(MSE), Lin Liu, Service-Oriented Migration of Enterprise Information Systems From Requirement Perspective, APSEC, Hong Kong, Dec 4,2012. 44. Sheau Ling Tang(MSE), Lin Liu, Performance Analysis of Reusable Components with Hybrid Modelling of Strategies and Processes: A Real-World Case Study. QUROS@COMPSAC 2012. 302-309. 45. Fenglin Li(PhD), Lin Liu, John Mylopoulos. Software Service Evolution: A Requirements Perspective. REFS@COMPSAC 2012. 353-358. 46. Junjun Sun(MSE), Feng Liu(MSE), He Zhang(MSE), Lin Liu, Eric Yu: Understanding the Diversity of Services Based on Users' Identities. In: H. Mouratidis, C. Rolland (Eds.): Advanced Information Systems Engineering - 23rd International Conference, CAiSE 2011, London, UK, June 20-24, 2011. Proceedings. LNCS, 6741, Springer 2011, 612-626. 47. Lin Liu, Zhi Jin, Ruqian Lu, Hongji Yang: Agent-Oriented Requirements Analysis from Scenarios. In: James O'Shea, Ngoc Thanh Nguyen, Keeley A. Crockett, Robert J. Howlett, Lakhmi C. Jain (Eds.): Agent and Multi-Agent Systems: Technologies and Applications - 5th KES International Conference, KES-AMSTA 2011, Manchester, UK, June 29 - July 1, 2011. Proceedings. Lecture Notes in Computer Science 6682 Springer 2011: 394-405. 48. Yuhong Wen(MSE), Haihong Zhao(MSE), Lin Liu: Analysing Security Requirements Patterns Based on Problem Decomposition and Composition. In Proceedings of the IEEE International Workshop on Requirements Pattern, RePa 2011, Trento, Italy, 28 August – 2 September, 2011. IEEE Computer Society 2011: 11 – 20. 49. Zhanlei Ma(MSE), Lin Liu, Hongji Yang, John Mylopoulos: Adaptive Service Composition Based on Runtime Requirements Monitoring. In Proceedings of the IEEE International Conference on Web Services, ICWS 2011, Washington D. C., USA, 2 – 7 July, 2011. IEEE Computer Society 2011. 339-346. 50. Lin Liu, Ziyan Xu(MSE), Zhanlei Ma, Hongji Yang: Evolution vs. innovation in requirements for services. Requirements Engineering for Systems, Services and Systems-of-Systems (RESS), 2011 Workshop, Trento, Italy, August 30, 2011. IEEE 2011: 10-15. 51. Hui Guan, Weiru Chen, Lin Liu, Hongji Yang: Environment-Driven Threats Elicitation for Web Applications. In: James O'Shea, Ngoc Thanh Nguyen, Keeley A. Crockett, Robert J. Howlett, Lakhmi C. Jain (Eds.): Agent and Multi-Agent Systems: Technologies and Applications - 5th KES International Conference, KES-AMSTA 2011, Manchester, UK, June 29 - July 1, 2011. Proceedings. LNCS 6682 Springer 2011: 291-300. 52. Golnaz Elahi(PhD), Eric Yu, Tong Li, Lin Liu: Security Requirements Engineering in the Wild: A Survey of Common Practices. Proceedings of the 35th Annual IEEE International Computer Software and Applications Conference, COMPSAC 2011, Munich, Germany, 18-22 July 2011. IEEE Computer Society 2011: 314-319. 53. Lin Liu, Hongyu Zhang, Fei, Peng, et.al. Understanding the Chinese Characteristics of Requirements Engineering, in proceedings of 17th IEEE International Requirements Engineering Conference (RE 2009). 261-266. August 31- September 4, 2009. Atlanta, USA. 54. Wenting Ma(MSE), Lin Liu, Haihua Xie, Hongyu Zhang. Preference Model Driven Services Selection. Conference of Advanced Information System Engineering (CAiSE 2009). 216-230. Amsterdam, the Netherlands. 55. Haihua Xie(MSE), Lin Liu, Jingwei Yang. i*-Prefer: Optimizing Requirements Elicitation Based on Actor Preferences. Proceedings of ACM Software Applications Conference, March 2009.pp 1456-1461. 56. Wenting Ma(MSE), Lin Liu, Wenzhong Feng, Yuhui Shan, Fei Peng. Analyzing Software Risks within Culture and Social Setting. LMSA workshop at ICSE 2009. 57. Lin Liu, Tong Li(MSE), Fei, Peng. Why Requirements Engineering Fail, A Survey Report from China, in proceedings of 18th IEEE International Requirements Engineering Conference (RE 2010). 261-266. Sept 27- Oct. 1, 2010. Sydney, New South Wales, Australia. 58. Teng Long(MSE), Lin Liu, Yijun Yu, Zhiguo Wan: Assure High Quality Code Using Refactoring and Obfuscation Techniques. in proceedings of Fifth International Conference on Frontier of Computer Science and Technology (FCST 2010): 246-252. Changchun, Jilin Province, China, August 18-22, 2010. 59. Yunsong Jian(MSE), Tong Li(MSE), Lin Liu, Eric Yu. Goal-Oriented Requirements Engineering for Running Systems. In proceedings of Requirements @ Run-time workshop @ RE 2010 conference. Sydney, Australia. September, 2010. 60. Tong Li (MSE), Lin Liu, Golnaz Elahi, Eric Yu, and Bryant, Barrett R., Service Security Analysis Based on i*: An Approach from the Attacker Viewpoint, Proceedings of STPSA 2010, 5th IEEE International Workshop on Security, Trust, and Privacy for Software Applications, COMPSAC Vol.II. 127-133. July 19, 2010, Seoul, Korea. 61. Lin Liu, Hongyu Zhang, Fei, Peng, et.al. Understanding the Chinese Characteristics of Requirements Engineering, in proceedings of 17th IEEE International Requirements Engineering Conference (RE 2009). 261-266. August 31- September 4, 2009. Atlanta, USA. 62. Teng Long(MSE), Lin Liu, Yijun Yu, Zhi Jin. AVT Vector: A Quantitative Security Requirements Evaluation Approach based on Assets, Vulnerabilities and Trustworthiness of Environment, (Extended Abstract) in proceedings of 17th IEEE International Requirements Engineering Conference (RE 2009). August 31- September 4, 2009. Atlanta, USA. 63. Wenting Ma(MSE), Lin Liu, Haihua Xie, Hongyu Zhang. Preference Model Driven Services Selection. Accepted by Conference of Advanced information System Engineering (CAiSE 2009). 216-230. Amsterdam, the Netherlands. 64. Haihua Xie(MSE), Lin Liu, Jingwei Yang. i*-Prefer: Optimizing Requirements Elicitation Based on Actor Preferences. Proceedings of ACM Software Applications Conference, March 2009.pp 1456-1461. 65. Jingwei Yang(MSE), Lin Liu: Modelling Requirements Patterns with a Goal and PF Integrated Analysis Approach. COMPSAC 2008: 239-246. 66. Jian Xiang(MSE), L. Liu, W. Qiao, J. Yang. SREM: A Service Requirements Elicitation Mechanism Based on Ontology . In Proceedings of the 31th Annual International Computer Software & Applications Conference (COMPSAC’07), Beijing, China. July 23-27, 2007:196-203. 67. Lin Liu, Zhi Jin. Integrating Goals and Problem Frames in Requirements Analysis. (Extended Abstract) In Proceedings of 14th IEEE International Requirements Engineering Conference (RE’06). Minnesota, Minneapolis, USA. September 11-15, 2006. 68. Lin Liu, Q. Liu, C. Chi, Z. Jin, E. Yu. Towards A Service Requirements Ontology on Knowledge and Intention, In Proceedings of The 6th International Conference on Quality Software (QSIC-ISEAT’06), Beijing, CHINA, October, 27-28, 2006:452-461. 69. Lin Liu, E. Yu, J. Mylopoulos. Security Design Based on Social Modelling. COMPSAC’06. In Proceedings of the 30th Annual International Computer Software & Applications Conference, Chicago, Illinois, USA. September 17-21, 2006:71-76. 70. Zhi Jin, Lin Liu. Web Service Retrieval: An Approach Based on Context Ontology. In Proceedings of the 30th Annual International Computer Software & Applications Conference, Chicago, Illinois, USA. September 17-21, 2006:513-520. 71. Chi-Hung Chi, Lin Liu, Luwei Zhang. Quantitative Analysis on the Cacheability Factor of Web Objects. In Proceedings of the 30th Annual International Computer Software & Applications Conference, Chicago, Illinois, USA. September 17-21, 2006:532-538. 72. S. Dehousse(PhD), Lin Liu, C. Chi, S. Faulkner. Delegation Models in Service-Oriented Systems. In: Proceedings of Second IEEE Internal Symposium on Service-Oriented System Engineering (SOSE’06). Shanghai, CHINA, October 25-26, 2006. 85-92. 73. C. Chi, L. Liu and X. Yu. Task Delegation in Active Web Intermediary Network. In: Proceedings of IEEE International Conference on Web Services. Chicago, Illinois, 18-22, 2006. 955-957. 74. P. Wang(PhD), Z. Jin and L. Liu. An Approach for Specifying Capability of Web Services Based on Environment Ontology. In: Proceedings of IEEE International Conference on Web Services. Chicago, Illinois, 18-22, 2006. 365-372. 75. J. Horkoff(PhD), E. Yu and L. Liu. Analyzing Trust in Technology Strategies. In: Proceedings of International Conference on Privacy, Security and Trust (PST2006). Ottawa, Ontario, Canada, 2006. 76. Chi-Hung Chi, Lin Liu, X. Li: Performance modeling for real-time content adaptation 77. Chi-Hung Chi, Lin Liu, Choon-Keng Chua: Empirical study on web content consistency. IRI 2006: 194-199 78. Chi-Hung Chi, Lin Liu, Choon-Keng Chua. Web Content Consistency Through Explicit Ownership Definition Proceedings of the IEEE International Conference on Services Computing (SCC'06). September 2006. 531 – 532. 79. Lin Liu, Eric Yu: Modeling Identity Management Architecture within a Social Setting. APWeb 2006: 917-922. X. Zhou et al. (Eds.): Frontiers of WWW Research and Development - APWeb 2006, 8th Asia-Pacific Web Conference, Harbin, China, January 16-18, 2006, Proceedings. Lecture Notes in Computer Science 3841 Springer 2006, ISBN 3-540-31142-4. 917-922. 80. Chi-Hung Chi, Lin Liu, Xiaoyin Yu: Data Integrity Related Markup Language and HTTP Protocol Support for Web Intermediaries. In Proceedings of International Conference Embedded and Ubiquitous Computing, EUC 2006, Seoul, Korea, August 1-4, 2006. Lecture Notes in Computer Science 4096, Springer 2006, ISBN 3-540-36679-2: 328-335. 81. Puwei Wang, Zhi Jin, Lin Liu: On Constructing Environment Ontology for Semantic Web Services. In: Proceedings First International Conference on Knowledge Science, Engineering and Management, KSEM 2006, Guilin, China, August 5-8, 2006,. Lecture Notes in Computer Science 4092 Springer 2006, ISBN 3-540-37033-1: 490-503. 82. Puwei Wang, Zhi Jin, Lin Liu: Environment Ontology-Based Capability Specification for Web Service Discovery. Formal Methods and Software Engineering, 8th International Conference on Formal Engineering Methods, ICFEM 2006, Macao, China, November 1-3, 2006, Proceedings. Lecture Notes in Computer Science 4260 Springer 2006, ISBN 3-540-47460-9: 185-205. 83. Julio Cesar Sampaio do Prado Leite, Yijun Yu, Lin Liu, Eric S. K. Yu, John Mylopoulos: Quality-Based Software Reuse. CAiSE 2005: 535-550. 84. Chen Ding, Chi-Hung Chi, Lin Liu, LuWei Zhang, H. G. Wang: Quantitative Modeling for Web Objects' Cacheability. WAIM 2005: 913-918. 85. L. Liu, E. Yu. Intentional Modeling to Support Identity Management. In: P.Atzeni et al. (Eds.): Proceedings of the 23rd International Conference on Conceptual Modeling (ER 2004), LNCS 3288, pp. 555-566, 2004. Springer-Verlag Berlin Heidelberg 2004. 86. L. Liu, E. Yu and J. Mylopoulos. Security and Privacy Requirements Analysis within a Social Setting. International Conference on Requirements Engineering (RE’03), 87. A. Fuxman, L. Liu, M. Pistore, M. Roveri and J. Mylopoulos. Specifying and Analyzing Early Requirements: Some Experimental Results International Conference on Requirements Engineering (RE’03), Monterey, California, September 2003. 88. L. Liu, E. Yu, J. Mylopoulos. Analyzing Security Requirements as Relationships Among Strategic Actors. 2nd Symposium on Requirements Engineering for Information Security (SREIS’02). Raleigh, North Carolina, October 16, 2002. Cited 7 times. 89. L. Liu, E. Yu. Designing Web-Based Systems in Social Context: A Goal and Scenario Based Approach. 14th International Conference on Advanced Information Systems Engineering (CAiSE’02), Toronto, May 27-31, 2002. LNCS 2348 Springer Verlag. pp. 37-51. 90. E. Yu, L. Liu, Y. Li. Modelling Strategic Actor Relationships to Support Intellectual Property Management 20th International Conference on Conceptual Modeling (ER-2001). Yokohama, Japan, November 27-30, 2001. LNCS 2224, Springer 2001, ISBN 3-540-42866-6. Peer Reviewed Workshop Papers 91. Wenting Ma, Lin Liu, Wenzhong Feng, Yuhui Shan, Fei Peng. Analyzing Software Risks within Culture and Social Setting. Accepted by the LMSA workshop at ICSE 2009. To appear. 92. W.Qiao, L. Liu, J. Xiang. ASREF: An Adaptive Service Requirements Elicitation Framework Based on Goal-Oriented Modelling. In Proceedings of the 11th IberoAmerican Workshop on Requirements Engineering and Software Environments (IDEAS’08), Recife, Brazil. Feb 13-15, 2008. pp225-238. 93. L. Liu. From i* to an Integrated Requirements Knowledge Representation, to Requirements for Services. In Proceedings of the 3rd International i* Workshop (istar2008 ) Recife, Brazil. Feb 11-12, 2008. pp.61-65. 94. Lin Liu, Lei Lin. ARED-CK: an Automated Requirements Elicitation Approach Based on Decision-making with Complete Knowledge. In Proceedings of the First International Workshop on Managing Requirements Knowledge ( MaRK @ RE’08). 95. Tong Li, Lin Liu. Analyzing Agent-Oriented Service Models based on SRMO, In Proceedings of the 3rd International Workshop on Service-Oriented Computing: Consequences on Engineering Requirements (SOCCER@RE’08). Sept. 8, 2008, Barcelona, Spain. 96. Yuhui Shan, Lin Liu, Fei Peng. MEGORE: Multimedia Enhanced Goal-Oriented Requirement Elicitation Experience in China, In Proceedings of the Third Workshop on Multimedia and Enjoyable Requirements Engineering (MERE@RE’08). Sept. 9, 2008, Barcelona, Spain. 97. L. Liu, Z. Jin, R. Lu. Towards Controllable Requirements Engineering Processes Based on Cybernetics. In Proceedings of the 4th IEEE International Workshop on Software Cybernetics (IWSC’07), Beijing, China. July 23-27, 2007:229-232. 98. Z. Jin, L. Liu. Towards Automatic Problem Decomposition: an Ontology-based Approach. Proceedings of the 2006 international workshop on Advances and applications of problem frames, Shanghai, China: 41-48. 99. L. Liu, C. Chi, Z. Jin, E. Yu. Strategic Capability Modelling of Services. In: Proceedings of 2nd Workshop of Service-Oriented Computing Consequences of Engineering Requirements (RE-SOCCER’06). Minnesota, Minneapolis, USA. September 11-15, 2006. 100. M. Zhu, L. Liu, Z. Jin, A Social Trust Model for Service, In: Proceedings of the 11the Australian Workshop on Requirements Engineering, Adelaide, Australia, 9th, December, 2006. 101. L. Liu and Eric Yu. From Requirements to Architectural Design: Using Goals and Scenarios. First International Workshop on From Software Requirements to Architectures, Toronto, Ontario, Canada, May 14, 2001. (ICSE2001 - International Conference on Software Engineering). Cited 16 times by 2007. 102. E. Yu and L. Liu. Modelling Trust in the i* Strategic Actors Framework 3rd Workshop on Deception, Fraud, and Trust in Agent Societies, Barcelona, Catalonia, Spain, June 3-7, 2000. ( Agents2000 - the 4th International Conference on Autonomous Agents). Book Chapters 103. Lin Liu, Goal-based Requirements Elicitation for Service Reuse in Cloud Computing Software Reuse in the Emerging Cloud Computing Era, Hongji Yang and Xiaodong Liu, IGI, Global, pp 278-305, USA. 2012. 104. Jaelson Castro, Manuel Kolp, Lin Liu, Anna Perini: Dealing with Complexity Using Conceptual Models Based on Tropos. Conceptual Modeling: Foundations and Applications 2009: 335-362. 105. Eric Yu, Lin Liu, John Mylopoulos. “A Social Ontology for Integrating Security and Software Engineering”. In: Integrating Security and Software Engineering. H. Mouratidis, P. Giorgini, eds. Idea Group Publishing. pp. 70-109. 2008. 106. E. Yu, L. Liu. Modelling Trust for System Design Using the i* Strategic Actors Framework. In: Trust in Cyber-Societies - Integrating the Human and Artificial Perspectives. R. Falcone, M. Singh, Y.H. Tan, eds. LNAI-2246. Springer Verlag. 2001. pp. 175-194.