Updated Research Publications

 

2023

Journal Articles

1.     Multi-objective Optimization Framework with Interactive Evolution for Sequential Recommendation, IEEE Transactions on Emerging Topics in Computational Intelligence, 2023.

 

International Conference Papers

2.     Xin Zhou, Jinglong Wang, Yong Liu, Xingyu Wu, Zhiqi Shen and Cyril Leung, Inductive Graph Transformer for Delivery Time Estimation, The 16th ACM International WSDM Conference (WSDM'23), February 27 - March 3, 2023, Singapore.

3.     Yongwei Wang, Yong Liu and Zhiqi Shen, Revisiting Item Promotion in GNN-based Collaborative Filtering: A Masked Targeted Topological Attack Perspective, The 37th AAAI Conference on Artificial Intelligence (AAAI-23), Washington DC, USA, February 7-14, 2023.

4.     Qianwen Meng, Hangwei Qian, Yong Liu, Yonghui Xu, Zhiqi Shen and Lizhen Cui, MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series, The 37th AAAI Conference on Artificial Intelligence (AAAI-23), Washington DC, USA, February 7-14, 2023.

5.     Feiyu Yin, Yong Liu, Zhiqi Shen, Lisi Chen, Shuo Shang and Peng Han, Next POI Recommendation with Dynamic Graph and Explicit Dependency, The 37th AAAI Conference on Artificial Intelligence (AAAI-23), Washington DC, USA, February 7-14, 2023.

 

2022

Journal Articles

6.     Ren Siang Tan, Eileen Fabia Goh, Di Wang, Robin Chung Leung Chan, Zhiwei Zeng, Audrey Yeo, Kalene Pek, Joanne Kua, Wei Chin Wong, Zhiqi Shen and Wee Shiong Lim, Effectiveness and usability of the system for assessment and intervention of frailty for community-dwelling pre-frail older adults: A pilot study, Frontiers in Medicine, Vol. 9, November 17, 2022.

7.     Kaijie Zhang, Chao Wang, Xiaoyong Yu, Aihua Zheng, Mingyue Gao, Zhenggao Pan, Guolong Chen and Zhiqi Shen, Research on mine vehicle tracking and detection technology based on YOLOv5, Systems Science & Control Engineering, 10:1, 347-366, April 22, 2022, DOI: 10.1080/21642583.2022.2057370.

8.     Ser Hon Puah, Chee Yen Goh, Chung Leung Chan, Amy Kui Jie Teoh, Hao Zhang, Zhiqi Shen and Lay Ping Neo, Mobile device: a useful tool to teach inhaler devices to healthcare professionals, BMC Medical Education 22, 238, April 2, 2022.

 

International Conference Papers

9.     Xiaoning Zong, Yong Liu, Yonghui Xu, Yixin Zhang, Zhiqi Shen, Yonghua Yang and Lizhen Cui, SAER: Sentiment-opinion Alignment Explainable Recommendation, The 27th International Conference on Database Systems for Advanced Applications (DASFAA 2022), pp 315 – 322, Hyderabad, India, April 11-14, 2022.

 

2021

Journal Articles

10.  Zhengxiang Pan, Yaming Zhang, Hao Zhang, Zhiqi Shen and Xi Jessie Yang, Encouraging Health Games Adoption among Elderly: A Depiction of the Elderly Health Game Experience, International Journal of Information Technology, Volume 27, Number 02, 2021.

11.  Hang Wang, Xuejiao Zhao and Zhiqi Shen, Curriculum Design Based on Knowledge Graph, International Journal of Information Technology, Volume 27, Number 01, 2021.

12.  Hao Zhang, Zhiqi Shen, Siyuan Liu, Dazhong Yuan and Chunyan Miao, Ping Pong: An Exergame for Cognitive Inhibition Training, International Journal of Human–Computer Interaction, pp 1-12, 2021.

 

International Conference Papers

13.  Huiguo Zhang, Yonghui Xu, Jun Lin, Weiming Li and Zhiqi Shen, A Serious Mobile Game for Neurodegenerative Diseases Evaluation, The 5th International Conference on Crowd Science and Engineering (ICCSE 2021), Jinan, Shangdong, China, October 16-18, 2021.

14.  Yong Liu, Zhiqi Shen, Yinan Zhang and Lizhen Cui, Diversity-Promoting Deep Reinforcement Learning for Interactive Recommendation, The 5th International Conference on Crowd Science and Engineering (ICCSE 2021), Jinan, Shangdong, China, October 16-18, 2021.

15.  Jonathan Leung, Zhiqi Shen, Zhiwei Zeng and Chunyan Miao, Goal Modelling for Deep Reinforcement Learning Agents, Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2021), Bilbao, Spain, September 13 – 17, 2021

16.  Zhengxiang Pan, Yaming Zhang, Hao Zhang, Zhiqi Shen, Coaching Older Adults in Health Games: A Goal Oriented Modelling Approach, The 23rd International Conference on Human-Computer Interaction, July 24 – 29, 2021.

17.  Chang Liu, Han Yu, Zhiqi Shen, Ian Dixon, Yingxue Yu, Zhanning Gao, Pan Wang, Peiran Ren, Xuansong Xie, Lizhen Cui and Chunyan Miao, Enhancing Viewing Experience of Generated Visual Storylines for Promotional Videos, the 2021 IEEE International Conference on Multimedia and Expo (ICME), Shenzhen, China, July 5 – 9, 2021

18.  Chang Liu, Han Yu, Boyang Li, Zhiqi Shen, Zhanning Gao, Peiran Ren, Xuansong Xie, Lizhen Cui and Chunyan Miao, Noise-resistant Deep Metric Learning with Ranking-based Instance Selection, the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021), virtual, June 19 – 25, 2021.

19.  Zhiwei Zeng, Hongchao Jiang, Yanci Zhang, Zhiqi Shen, Jun Ji, Martin J. McKeown, Jing Jih Chin, Cyril Leung and Chunyan Miao, A Gamified Assessment Platform for Predicting the Risk of Dementia +Parkinson's disease (DPD) Co-Morbidity, International Joint Conferences on Artificial Intelligence (IJCAI 2020), pp 5297 – 5299, Yokohama, Japan, January 7 - 15, 2021.

20.  Chang Liu, Zhao Yong Lim, Han Yu, Zhiqi Shen, Ian Dixon, Zhanning Gao, Pan Wang, Peiran Ren, Xuansong Xie, Lizhen Cui and Chunyan Miao, An AI-empowered Visual Storyline Generator, International Joint Conferences on Artificial Intelligence (IJCAI 2020), pp 5267 – 5269, Yokohama, Japan, January 7 - 15, 2021.

21.  Yiqiang Chen, Xiaodong Yang, Xin Qin, Han Yu, Biao Chen and Zhiqi Shen, FOCUS: Dealing with Label Quality Disparity, International Workshop on Federated Learning for User Privacy and Data Confidentiality, in Conjunction with IJCAI 2020 (FL-IJCAI'20), Yokohama, Japan, January 8, 2021.

2020

Book Chapters

22.  Yiqiang Chen, Xiaodong Yang, Xin Qin, Han Yu, Piu Chan and Zhiqi Shen, Dealing with Label Quality Disparity, Federated Learning, Lecture Notes in Computer Science, Vol 12500,  pp 108-121, Springer, November 26, 2020.

 

International Conference Papers

23.  Zhiwei Zeng, Zhiqi Shen, Benny Toh Hsiang Tan, Jing Jih Chin, Cyril Leung, Yu Wang, Ying Chi and Chunyan Miao, Explainable and Argumentation-based Decision Making with Qualitative Preferences for Diagnostics and Prognostics of Alzheimer's Disease, in Proceedings of the International Conference on Principles of Knowledge Representation and Reasoning, pp 816 – 826, Rhodes, Greece. September 12 - 18, 2020.

24.  Zhiwei Zeng, Zhiqi Shen, Jing Jih Chin, Cyril Leung, Yu Wang, Ying Chi and Chunyan Miao, Explainable and Contextual Preferences based Decision Making with Assumption-based Argumentation for Diagnostics and Prognostics of Alzheimer's Disease, Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’20), pp 2071 – 2073, Aukland, New Zealand, May 9 – 13, 2020.

25.  Chang Liu, Han Yu, Yi Dong, Zhiqi Shen, Yingxue Yu, Ian Dixon, Zhanning Gao, Pan Wang, Peiran Ren, Xuansong Xie, Lizhen Cui and Chunyan Miao, Generating Engaging Promotional Videos for E-commerce Platforms, in Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI-20), February 7 – 12, 2020.

2019

Journal Articles

26.  Gongqi Lin, Yuan Miao, Yidan Hu and Zhiqi Shen, Support Cybersecurity Risk Public Awareness with AI Machine Comprehension, International Journal of Information Technology, Volume 25, Number 02, 2019.

27.  Zhiwei Zeng, Zhiqi Shen, Di Wang, Wee Shiong Lim, Kalene Pek Siling, Yang Qiu, Jun Ji, Robin Chan, Huiguo Zhang, Yongmei Yuan, Bo Huang, Wei Wang, Yong Liu and Jing Jih Chin, SAIF: a System for Long-term Assessment and Intervention of Frailty with Gamification, International Journal of Information Technology, Volume 25, Number 01, 2019.

 

International Conference Papers

28.  Yi Dong, Chang Liu, Zhiqi Shen, Zhanning Gao, Pan Wang, Changgong Zhang, Peiran Ren, Xuansong Xie, Han Yu and Qingming Huang, Domain Specific and Idiom Adaptive Video Summarization, the 1st ACM International Conference on Multimedia in Asia (ACM Multimedia Asia 2019), Beijing, China, December 16 – 18, 2019.

29.  Chang Liu, Yi Dong, Han Yu, Zhiqi Shen, Zhanning Gao, Pan Wang, Changgong Zhang, Peiran Ren, Xuansong Xie, Lizhen Cui and Chunyan Miao, Generating Persuasive Visual Storylines for Promotional Videos, The 28th ACM International Conference on Information and Knowledge Management (CIKM 2019), Beijing, China, November 3 – 7, 2019.

30.  Hao Zhang, Qiong Wu, Chunyan Miao, Zhiqi Shen and Cyril Leung, Towards Age-friendly Exergame Design: The Role of Familiarity, in the Proceedings of the Annual Symposium on Computer-Human Interaction in Play, pp. 45 – 57, Barcelona, Spain, October 22 – 25, 2019.

31.  Yi Dong, Chang Liu, Zhiqi Shen, Yu Han, Zhanning Gao, Pan Wang, Changgong Zhang, Peiran Ren and Xuanzong Xie, Personalized Video Summarization with Idiom Adaptation, the 27th ACM International Conference on Multimedia (ACM Multimedia 2019), Nice, France, October 21 – 25,  2019.

32.  Jonathan Leung, Zhiqi Shen and Chunyan Miao, Goal-Oriented Modelling for Virtual Assistants, the 4th International Conference on Agents (ICA 2019), Jinan, Shandong, China, October 18 – 21, 2019.

33.  Hao Zhang, Chunyan Miao, Qing Wu, Xuehong Tao, Zhiqi Shen, The Effect of Familiarity on Older Adults’ Engagement in Exergames, HCI International 2019, 21st International Conference on Human-Computer Interaction, In book: Human Aspects of IT for the Aged Population. Social Media, Games and Assistive Environments (DOI: 10.1007/978-3-030-22015-0_22), Orlando, Florida, USA, 26-31 July 2019.

34.  Han Yu, Zhiqi Shen, Lizhen Cui, Yongqing Zheng and Victor R. Lesser, Ethically Aligned Multi-agent Coordination to Enhance Social Welfare, the 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019), Montreal, Canada, May 13 - 17, 2019.

35.  Zhiwei Zeng, Chunyan Miao, Cyril Leung, Zhiqi Shen and Jingjih Chin, Computing Argumentative Explanations in Bipolar Argumentation Frameworks, the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), Hawaii, USA, January 27 - February 1, 2019.

 

2018

Journal Articles

36.  Jun Lin, Han Yu, Zhengxiang Pan, Zhiqi Shen and Lizhen Cui, Towards data-driven software engineering skills assessment, International Journal of Crowd Science, vol. 2, no. 2, pp. 28 - 42, September 2018.

37.  Jun Lin, Zhiqi Shen, Anting Zhang, and Yueting Chai, Blockchain and IoT based Food Traceability System, International Journal of Information Technology, vol. 24, no. 1, pp. 42 - 59, July 2018.

38.  Zhiqi Shen, Han Yu, Ling Yu, Chunyan Miao and Victor Lesser, Dynamic Generation of Internet of Things Organizational Structures through Evolutionary Computing, IEEE Internet of Things Journal, Vol. 5, Issue 2, pp. 943 – 954, April, 2018.

 

Book Chapters

39.  Xiuyi Fan, Huiguo Zhang, Cyril Leung and Zhiqi Shen, Fall Detection with Unobtrusive Infrared Array Sensors, In: Lee S., Ko H., Oh S. (eds) Multisensor Fusion and Integration in the Wake of Big Data, Deep Learning and Cyber Physical System, Lecture Notes in Electrical Engineering, vol 501. pp. 253-267, Springer, 2018.

40.  Han Yu, Chunyan Miao, Bo An, Zhiqi Shen and Cyril Leung, Making Efficient Reputation-Aware Decisions in Multiagent Systems, In: Jianye Hao  and Ho-Fung Leung (eds), Interactions in Multiagent Systems, Chapter 3, pp. 43-64, https://doi.org/10.1142/9789813208742_0003,  2018.

 

International Conference Papers

41.  Jianfei Shen, Yiqiang Chen, Zhiqi Shen and Siyuan Liu, A Two-stage Incremental Update Method for Fall Detection with Wearable Device, The 15th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2018), Guangzhou, October 8-12, 2018.

42.  Jun Lin, Zhiqi Shen, Anting Zhang, and Yueting Chai, Blockchain and IoT based Food Traceability for Smart Agriculture, Proceedings of 3rd International Conference on Crowd Science and Engineering (ICCSE 2018), Article No. 3, Singapore, July 28 - 31, 2018.

43.  Siyuan Liu, Chunyan Miao, Martin McKeown, Jun Ji, Zhiqi Shen and Cyril Leung, Pumpkin Garden: A Mobile Game Platform for Monitoring Parkinson's Disease Symptoms, Lecture Notes in Computer Science, vol. 10927. Springer, Cham, International Conference on Human Aspects of IT for the Aged Population (ITAP/HCII 2018), Las Vegas, NV, USA, July 15-20, 2018.

44.  Xinjia Yu, Lei Meng, Xiaohai Tian, Simon Fauvel, Bo Huang, Frank Guan, Zhiqi Shen, Chunyan Miao and Cyril Leung, Usability Analysis of Age-Friendly Functions to Assist Senior Customers in Online Shopping, The 20th International Conference on Human-Computer Interaction (HCII 2018), Las Vegas, NV, USA, July 15-20, 2018.

45.  Han Yu, Zhiqi Shen, Chunyan Miao, Cyril Leung, Victor R. Lesser and Qiang Yang, Building Ethics into Artificial Intelligence, the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018), Stockholm, Sweden, July 13-19, 2018.

46.  Cyril Leung, Yi Dong, Yang Qiu, Xuejiao Zhao, Huiguo Zhang, Di Wang, Simon Fauvel, Eng Chuan Neoh, Kun Man Li, Hao Zhang, Bo Huang, Daniel Ng, Benny Tan, Chunyan Miao, Xu Guo, Zhiqi Shen, Explainable and Persuasive AI for Successful TKR Rehabilitation, the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018), Stockholm, Sweden, July 13-19, 2018.

47.  Chunyan Miao, Zhiwei Zeng, Xinjia Yu, Hao Zhang, Han Yu, Qiong Wu, Ah Hwee Tan, Di Wang, Benny Tan, Daniel Ng, Cyril Leung, Qiang Yang and Zhiqi Shen, Persuasive AI Companions for Active Independent Ageing, the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018), Stockholm, Sweden, July 13-19, 2018.

48.  Zhiwei Zeng, Simon Fauvel, Benny T. H. Tan, Di Wang, Yang Qiu, Pamela O. K. Chew, Cyril Leung, Zhiqi Shen, Jing Jih Chin, Towards long-term tracking and detection of early dementia: A computerized cognitive test battery with gamification, Proceedings of 3rd International Conference on Crowd Science and Engineering (ICCSE 2018), Article No. 30, Singapore, July 28 - 31, 2018.

 

2017

Journal Articles

49.  Han Yu, Zhiqi Shen, Chunyan Miao, Cyril Leung, Yiqiang Chen, Simon Fauvel, Jun Lin, Lizhen Cui, Zhengxiang Pan and Qiang Yang, A dataset of human decision-making in teamwork management, Scientific Data 4, no. 160127, Nature Publishing Group, 2017.

50.  Jun Lin, Zhiqi Shen, Chunyan Miao and Siyuan Liu, Using blockchain to build trusted LoRaWAN sharing server, International Journal of Crowd Science, Vol. 1 Issue: 3, pp. 270 - 280, 2017.

51.  Huan Qi, Zhenyu Guo, Xun Chen, Zhiqi Shen and Z. Jane Wang, Video-based human heart rate measurement using joint blind source separation, Biomedical Signal Processing and Control, Vol. 31, pp. 309–320, January 2017.

52.  Jianping Mei, Han Yu, Zhiqi Shen and Chunyan Miao, A Social Influence based Trust Model for Recommender Systems, Intelligent Data Analysis (IDA), vol. 21, no. 2, pp. 263 – 277, IOS Press, 2017.

53.  Zhiwei Zeng, Chunyan Miao, Cyril Leung and Zhiqi Shen, Computerizing Trail Making Test for long-term cognitive self-assessment, International Journal of Crowd Science, Vol. 1 Issue: 1, pp. 83 - 99, 2017.

International Conference Papers

54.  Jindong Wang, Yiqiang Chen, Shuji Hao, Wenjie Feng and Zhiqi Shen, Balanced Distribution Adaptation for Transfer Learning, IEEE International Conference on Data Mining (ICDM'17), New Orleans, LA, USA, November 18-21, 2017.

55.  Xiuyi Fan, Huiguo Zhang, Cyril Leung and Zhiqi Shen, Robust unobtrusive fall detection using infrared array sensors, in Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI’17), November 16 - 18, 2017.

56.  Xiaohai Tian, Lei Meng, Siyuan Liu, Zhiqi Shen, Eng-Siong Chng, Cyril Leung, Frank Guan and Chunyan Miao, Novel functional technologies for age-friendly e-commerce, in Proceedings of the 3rd International Conference on Human Aspects of IT for the Aged Population, Springer International Publishing, pp. 150–158, Vancouver, Canada, July 9 - 14, 2017.

57.  Han Yu, Zhiqi Shen, Simon Fauvel and Lizhen Cui, Efficient Scheduling in Crowdsourcing based on Workers' Mood, The 2nd IEEE International Conference on Agents, Beijing, China, July 6-9, 2017.

58.  Kaiyu Feng and Zhiqi Shen, Compressing Trajectory for Trajectory Indexing, in Proceedings of the 2nd International Conference on Crowd Science and Engineering (ICCSE'17), pp. 68 - 71, Beijing, China, July 06 - 09, 2017.

 

2016

Journal Articles

59.  Hao Zhang, Zhiqi Shen, Jun Lin, Yiqiang Chen and Yuan Miao, Familiarity Design in Exercise Games for Elderly, International Journal of Information Technology, 22(2):1-19, November 2016.

60.  Chunyan Miao, Han Yu, Zhiqi Shen and Cyril Leung, Balancing Quality and Budget Considerations in Mobile Crowdsourcing, Decision Support Systems, vol. 90, pp. 56 – 64, Decision Support Systems, Elsevier, October, 2016.

International Conference Papers

61.  Xinlong Jiang, Yiqiang Chen, Junfa Liu, Yang Gu, Lisha Hu and Zhiqi Shen, Heterogeneous Data Driven Manifold Regularization Model for Fingerprint Calibration Reduction, The 13th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2016), Toulouse, France, July 18 - 21, 2016.

62.  Lisha Hu, Yiqiang Chen, Shuangquan Wang, Jindong Wang, Jianfei Shen, Xinlong Jiang and Zhiqi Shen, Less Annotation on Personalized Activity Recognition Using Context Data, The 13th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2016), Toulouse, France, July 18 - 21, 2016.

63.  Wenjing He, Jun Lin, Xinjia Yu, Zhiqi Shen and Chunyan Miao, An FCM-based Personalized Affective Model for Agile Software Development, The 28th International Conference on Software Engineering & Knowledge Engineering (SEKE2016), pp. 75 – 80, San Francisco, California, USA, July 1 - 3, 2016.

64.  Siyuan Liu, Zhiqi Shen, Han Yu, Han Lin, Zhengjin Guo, Zhengxiang Pan, Chunyan Miao and Cyril Leung, A Kinect-based Interactive Game for Improving the Cognitive Inhibition of the Elderly, the 15th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS'16), Singapore, May 9 – 13, 2016.

65.  Han Yu, Chunyan Miao, Siyuan Liu, Zhengxiang Pan, N. S. B. Khalid, Zhiqi Shen and Cyril Leung, Productive aging through intelligent personalized crowdsourcing, the 30th AAAI Conference on Artificial Intelligence (AAAI’16), Phoenix, Arizona, USA, February 12 – 17, 2016.

66.  Zhiqi Shen, Han Yu, Chunyan Miao, Siyao Li and Yiqiang Chen, Multi-agent system development MADE easy, the 30th AAAI Conference on Artificial Intelligence (AAAI’16), Phoenix, Arizona, USA, February 12 – 17, 2016.

67.  Zhengxiang Pan, Han Yu, Chunyan Miao, Cyril Leung, Qiang Yang, Zhiqi Shen, Yiqiang Chen, Lizhen Cui, Bo Huang, Y. Zhang, D. W. Q. Ng, and K. K. Ong, Artificial Intelligence for Liveable Cities, the 10th AAAI Video Competition (AAAI-16 Video), (Best Video - People's Choice Award), Phoenix, Arizona, USA, February 12 – 17, 2016.

68.  Han Yu, Chunyan Miao, Zhiqi Shen, Jun Lin and Cyril Leung, Infusing Human Factors into Algorithmic Crowdsourcing, the 28th Conference on Innovative Applications of Artificial Intelligence (IAAI-16), Phoenix, Arizona, USA, February 12 – 17, 2016.

 

2015

Journal Articles

69.  Ailiya Borjijin, Kaiyu Feng and Zhiqi Shen, A Teachable Agent for Intergenerational Private Social Networks, International Journal of Information Technology (IJIT), Vol. 21, No. 1, 2015.

70.  Rong Wang, Zhiqi Shen, Huiguo Zhang, Cyril Leung, Follow Me: A Personal Robotic Companion System for the Elderly, International Journal of Information Technology (IJIT), Vol. 21, No. 1, 2015.

International Conference Papers

71.  Qizhen Yang, Chunyan Miao and Zhiqi Shen, Digital Services Innovation for Aging-in-Place, the 2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM2015), Singapore, December 6-9, 2015.

72.  Han Lin, Jinghua Hou, Han Yu, Zhiqi Shen and Chunyan Miao, An agent-based game platform for exercising people’s prospective memory, the 2015 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), Singapore, December 6-9, 2015.

73.  Qizhen Yang and Zhiqi Shen, Active Aging in the Workplace and the Role of Intelligent Technologies, The 2015 IEEE/WIC/ACM International Conference on Web Intelligence (WI’15) and the 2015 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’15), Singapore, December 6-9, 2015.

74.  Boyang Li, Han Yu, Zhiqi Shen and Chunyan Miao, An Evolutionary Framework for Multi-Agent Organizations, The 2015 IEEE/WIC/ACM International Conference on Web Intelligence (WI’15) and the 2015 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’15), Singapore, December 6-9, 2015.

75.  Ailiya Borjigin, Chunyan  Miao, Zhiqi Shen, Han Yu, Su Fang Lim, Toh Hsiang Benny Tan, Zeng Zhiwei, Yuxi Guo, Simon Fauvel, Yang Qiu, Kah Hoe Pang, Jun Ji, Goal Oriented Teachable Agent in Virtual Learning Environment, the International Joint Conference on Artificial Intelligence (IJCAI-15), awarded the BEST APPLICATION VIDEO award, Buenos Aires, Argentina, July 25 - 31, 2015.

76.  Matthias Chan Yong Shun, Chunyan Miao, Zhiqi Shen and Bo An, Learning Personality Modeling for Regulating Learning Feedback, The 15th IEEE International Conference on Advanced Learning Technologies (ICALT2015), Hualien, Taiwan, July 6-9, 2015.

77.  Ailiya Borjigin, Chunyan Miao, Zhiqi Shen and Zhiwei Zeng, Skill Assessment using Behavior Data from a Virtual World, The 8th International Conference on Education Data Mining (EDM 2015), Madrid, Spain, June 26 - 29, 2015.

78.  Ailiya Borjigin, Chunyan Miao, Su Fang Lim, Siyao Li and Zhiqi Shen, Teachable Agents With Intrinsic Motivation, 17th International Conference on Artificial Intelligence in Education (AIED 2015), Madrid, Spain, June 22 - 26, 2015.

79.  Cyril Leung, Zhiqi Shen, Huiguo Zhang, Qiong Wu, Jonathan C. Leung, Kahhoe Pang, Han Yu and Chunyan Miao, Aging in-Place: From Unobtrusive Sensing to Graceful Aging, the 24th Annual John K. Friesen Conference "Harnessing Technology for Aging-in-Place", Vancouver, BC, Canada, May 14-15, 2015.

80.  Han Yu, Chunyan Miao, Shen Zhiqi and Cyril Leung, Quality and Budget aware Task Allocation for Spatial Crowdsourcing, the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS2015), Istanbul, Turkey, May 4 - 8, 2015.

81.  Han Yu, Han Lin, Xinjia Yu, Su Fang Lim, Jun Lin, Shen Zhiqi and Chunyan Miao, Empirical Analysis of Reputation aware Task Delegation by Human Beings from a Multi‐agent Game, the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS2015), Istanbul, Turkey, May 4 - 8, 2015.

82.  Jun Lin, Han Yu, Chunyan Miao and Zhiqi Shen, An Affective Agent for Predicting Composite Emotions, the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS2015), Istanbul, Turkey, May 4 - 8, 2015.

83.  Han Yu, Chunyan Miao, Zhiqi Shen, Cyril Leung, Yiqiang Chen and Qiang Yang, Efficient Task Sub-Delegation for Crowdsourcing, The 29th AAAI Conference on Artificial Intelligence (AAAI-15),  Austin, Texas, USA, January 25–30, 2015.

84.  Chunyan Miao, Cyril Leung, Han Yu, D. W. Q. Ng, Huiguo Zhang, Qiong Wu, Feng Xiao, Yang Qiu, Jonathan C. Leung and Zhiqi Shen, AI for Aging in-Place, the 9th AAAI Video Competition (AAAI-15 Video), Austin, Texas, USA, January 25–30, 2015. (People's Choice Award Nomination)

 

2014

Journal Articles

85.  Han Yu, Zhiqi Shen, Chunyan Miao, Bo An, and Cyril Leung, Filtering Trust Opinions through Reinforcement Learning, Decision Support Systems, Vol. 66, pp. 102 – 113, October 2014.

86.  Haoming Zhong, Chunyan Miao, Zhiqi Shen and Yuhong Feng, Comparing the Learning Effectiveness of BP, ELM, I-ELM, and SVM for Corporate Credit Ratings, Neurocomputing, Vol. 128, pp. 285-295, March 2014.

International Conference Papers

87.  Jian-Ping Mei, Han Yu, Yong Liu, Zhiqi Shen and Chunyan Miao, A Social Trust Model Considering Trustees’ Influence, the 17th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2014), Gold Coast, Queensland, Australia, December 1-5, 2014.

88.  Jun Lin, Han Yu, Zhiqi Shen and Chunyan Miao, Studying Task Allocation Decisions of Novice Agile Teams with Data from Agile Project Management Tools, The 29th IEEE/ACM International Conference on Automated Software Engineering (ASE 2014), Västerås, Sweden, September 15 - 19, 2014.

89.  Siyuan Liu, Zhiqi Shen and Chunyan Miao, A Fuzzy Logic Based Parkinson's Disease Risk Predictor, the 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2014), The IEEE World Congress on Computational Intelligence (IEEE WCCI 2014), Beijing, China, July 6 - 11, 2014.

90.  Xuehong Tao, Yuan Miao, Yanchun Zhang and Zhiqi Shen, Collaborative Diagnosis through Fuzzy Petri Net Based Agent Argumentation, the 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2014), The IEEE World Congress on Computational Intelligence (IEEE WCCI 2014), Beijing, China, July 6 - 11, 2014.

91.  Jun Lin, Han Yu, Zhiqi Shen and Chunyan Miao, Using Goal Net to Model User Stories in Agile Software Development, The 15th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2014), Las Vegas, U.S.A., June 30 - July 2, 2014.

92.  Xuehong Tao, Nicola Yelland and Zhiqi Shen, Do Learners Argue with Intelligent Virtual Characters Seriously?, EdMedia 2014 - World Conference on Educational Media and Technology, Tampere, Finland, June 24 – 26, 2014.

93.  Xuehong Tao, Nicola Yelland and Zhiqi Shen, Learning Outcomes and Experiences while Learning with an Argumentative Agent, EdMedia 2014 - World Conference on Educational Media and Technology, Tampere, Finland, June 24 – 26, 2014.

94.  Zhenyu Guo, Jane Wang and Zhiqi Shen, Physiological Parameter Monitoring of Drivers based on Video Data and Independent Vector Analysis, The 39th International Conference on Acoustics, Speech and Signal Processing, Florence, Italy, May 4 - 9, 2014.

95.  Yundong Cai, Zhiqi Shen, Siyuan Liu, Han Yu, Xiaogang Han, Jun Ji, Martin Mckeown, Cyril Leung and Chunyan Miao, An Agent-based Game for the Predictive Diagnosis of Parkinson’s Disease, the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014), Paris, France, May 5 - 9, 2014.

96.  Han Yu, Xinjia Yu, Sufang Lim, Jun Lin, Zhiqi Shen and Chunyan Miao, A Multi-Agent Game for Studying Human Decision-making, the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014), Paris, France, May 5 - 9, 2014.

97.  Han Yu, Chunyan Miao, Bo An, Shen Zhiqi and Cyril Leung, Reputation-aware Task Allocation for Human Trustees, the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014), Paris, France, May 5 - 9, 2014.

 

2013

Journal Articles

98.  Dong Huang and Zhiqi Shen, A Curious Learning Model With Elm For Fuzzy Cognitive Maps, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), Vol. 21, Issue No. supp02, 2013.

99.  Han Yu, Zhiqi Shen, Cyril Leung and Bo An, A Survey of Multi-agent Trust Management Systems, IEEE Access, 2013.

100.         Chunyan Miao, Xuehong Tao and Zhiqi Shen, Cooperative and Competitive Agent Negotiation Model, Computational Intelligence, 2013, accepted.

101.         Siyuan Liu, Shen Zhiqi, Yundong Cai, Ji Jun and Martin Mckeown, A Parkinson’s Disease Predictive Analytics Through Pad Game, International Journal of Information Technology (IJIT), Vol. 19, No. 2, 2013.

102.         Han Yu, Zhiqi Shen and Cyril Leung, Towards Health Care Service Ecosystem Management for the Elderly, International Journal of Information Technology (IJIT), Vol. 19, No. 2, 2013.

103.         Jun Lin, Zhiqi Shen and Ailiya, An Affective Model for Inter-generational Social Games, International Journal of Information Technology (IJIT), Vol. 19, No. 1, 2013.

104.         Huiliang Zhang, Xudong Luo, Chunyan Miao, Zhiqi Shen and Jin You, Adaptive Goal Selection for Agents in Dynamic Environments, Knowledge and Information System, Springer, pp. 1 – 28, April, 2013.

International Conference Papers

105.         21.  Han Yu, Zhiqi Shen, Cyril Leung, Bringing Reputation-awareness into Crowdsourcing, the 9th International Conference on Information, Communications and Signal Processing (ICICS 2013), Tainan, Taiwan, December 10 – 13, 2013.

106.         Zhiqi Shen and Hian Siang Koh, An Agent Framework in Service Oriented Environment, The International Conference on Computational Intelligence and Cybernetics (CyberneticsCom 2013), Yogyakarta, Indonesia, December 03 – 05, 2013.

107.         Zhenyu Chen, Shuangquan Wang, Zhiqi Shen, Yiqiang Chen and Zhongtang Zhao, Online Sequential ELM based Transfer Learning for Transportation Mode Recognition, the 6th IEEE International Conference on Cybernetics and Intelligent Systems (CIS 2013), Manila, Philippines, November 12 - 15, 2013.

108.         Jun Lin, Chunyan Miao, Zhiqi Shen and Wei Sun, Goal Oriented Agile Unified Process (GOAUP): An Educational Case Study, The 2013 International Conference on Software Engineering and Computer Science (ICSECS2013), YiChang, China, September 27 - 29, 2013.

109.         Qiong Wu, Zhiqi Shen, Cyril Leung, Huiguo Zhang, Ailiya, Yundong Cai and Chunyan Miao, Internet of Things based Data Driven Storytelling for Supporting Social Connections, 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, Beijing, China, 20-23 Aug. 2013.

110.         Han Yu,  Zhiqi Shen and Cyril Leung, From Internet of Things to Internet of Agents, the 2013 IEEE International Conference on Internet of Things (iThings 2013), Beijing, China, August 20 - 23, 2013.

111.         Sufang Lim, Ailiya, Chunyan Miao and Zhiqi Shen, The Design of Persuasive Teachable Agent, the 13th IEEE International Conference on Advanced Learning Technologies (ICALT), Beijing, China, July 15-18, 2013.

112.         Sufang Lim, M. Chan, Ailiya, Chunyan Miao and Zhiqi Shen, Persuasive Teachable Agent User Modeling, the 13th IEEE International Conference on Advanced Learning Technologies (ICALT), Beijing, China, July 15-18, 2013.

113.         Siyuan Liu, Shen Zhiqi, Yundong Cai, Ji Jun and Martin Mckeown, A Parkinson’s Disease Predictive Analytics Through Pad Game, The 1st International Conference on Ageless Aging (ICAA 2013), Vancouver, BC, Canada, June 27 - 29, 2013.

114.         Han Yu, Zhiqi Shen and Cyril Leung, Towards Health Care Service Ecosystem Management for the Elderly, The 1st International Conference on Ageless Aging (ICAA 2013), Vancouver, BC, Canada, June 27 - 29, 2013.

115.         Jun Lin, Zhiqi Shen and Ailiya, An Affective Model for Inter-generational Social Games, The 1st International Conference on Ageless Aging (ICAA 2013), Vancouver, BC, Canada, June 27-29, 2013.

116.         Qiong Wu, Zhiqi Shen, and Chunyan Miao, Stimulating Students’ Curiosity with a Companion Agent in Virtual Learning Environments, EdMedia 2013 - World Conference on Educational Media and Technology, Victoria, BC, Canada, June 24 – 27, 2013.

117.         Qiong Wu, Xiaogang Han, Han Yu, Chunyan Miao and Zhiqi Shen, The Innovative Applications of Learning Companions in Chronicles of Singapura, the 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Saint Paul, Minnesota, USA, May 6 - 10, 2013. [pdf]

118.         Han Yu, Zhiqi Shen, Chunyan Miao and Bo An, A Reputation-aware Decision-making Approach for Improving the Efficiency of Crowdsourcing Systems, the 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Saint Paul, Minnesota, USA, May 6 - 10, 2013.

 

2012

Journal Articles

119.         Guopeng Zhao, Ailiya and Zhiqi Shen, Learning-by-Teaching: Designing Teachable Agents with Intrinsic Motivation, Journal of Educational Technology & Society, Special Issue on Advanced Learning Technologies, Vol. 15, Issue 4, pp. 62-74, 2012.

120.         Peng Cheng, Han Yu, Zhiqi Shen and Zhiqiang Liu, An Interactive 3D Product Design Tool for Mobil Pre-commerce Environments, International Journal of Information Technology (IJIT), Vol. 18, No. 2, 2012.

121.         Xudong Luo, Chunyan Miao, Nicholas Jennings, Minghua He, Zhiqi Shen and Minjie Zhang, KEMNAD: A Knowledge Engineering Methodology for Negotiating Agent Development, Computational Intelligence, Vol. 28, Issue 1, pp. 55-105, February 2012.

International Conference Papers

122.         Haoming Zhong, Chunyan Miao, Zhiqi Shen and Yuhong Feng, Comparing the Learning Effectiveness of BP, ELM and I-ELM for Corporate Credit Ratings, the International Symposium on Extreme Learning Machines (ELM2012), Singapore, December 11-13, 2012.

123.         Dong Huang and Zhiqi Shen, A Curious Learning Model for Fuzzy Cognitive Maps, The International Symposium on Extreme Learning Machines (ELM2012), Singapore, December 11-13, 2012.

124.         Han Yu, Zhiqi Shen, Chunyan Miao and Bo An, Challenges and Opportunities for Trust Management in Crowdsourcing, IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT), Macau, China, December 4-7, 2012.

125.         Jun Lin, Ailiya, Chunyan Miao and Zhiqi Shen, A FCM based Approach for Emotion Prediction in Educational Game, the 3rd International Conference on Advancements in Computing Technology (ICACT 2012), Seoul, Korea, December 3-5, 2012.

126.         Yin-Leng Theng, Lynette Goh, Natalie Pang, Yundong Cai, Sufang Lim, Chunyan Miao, Zhiqi Shen, Gladys Theng, Towards an Integrated Design of Digital Library and Virtual Museum in the Heritage Preservation of the Chinese “Qipao”, the 14th International Conference on Asia-Pacific Digital Libraries (ICADL 2012), Taipei, Taiwan, November 12-15, 2012.

127.         Xiaogang Han, Shaohua Li, and Zhiqi Shen, A k-NN Method for Large Scale Hierarchical Text Classification, in ECML-PKDD 2012 PASCAL Workshop on Large-Scale Hierarchical Classification, Bristol, UK, September 28, 2012.

128.         Han Yu, Chunyan Miao and Zhiqi Shen, An Adaptive Witness Selection Method for Reputation-based Trust Models, the 15th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA-2012), Kuching, Sarawak, Malaysia, September 3 - 7, 2012.

129.         Guopeng Zhao and Zhiqi Shen, Intrinsically Motivated Agent for Service Management in Smart Homes, the Second Southeast Asian Network of Ergonomics Societies Conference (SEANES 2012), Langkawi, Malaysia,  July 9-12, 2012.

130.         Yundong Cai, Zhiqi Shen and Xiaoguang Bai, i-CAVE: Intelligent Agent-Augmented CAVE System, the Second Southeast Asian Network of Ergonomics Societies Conference (SEANES 2012), Langkawi, Malaysia, July 9-12, 2012. [pdf]

131.         Ailiya, Chunyan Miao and Zhiqi Shen, Designing New Teacher-Student Interaction through Affective Teachable Agent, The 12th IEEE International Conference on Advanced Learning Technologies (ICALT2012), Rome, Italy, July 4-6, 2012.

132.         Han Yu, Zhiqi Shen, Chunyan Miao and Cyril Leung, A Dynamic Method for Aggregating Direct and Indirect Trust Evidence, the 1st International Workshop on Age-friendly Intelligent Computing, the 2012 World Congress on Computational Intelligence (WCCI'12), Brisbane, Australia, June 10-15, 2012. [pdf]

133.         Qiong Wu, Chunyan Miao and Zhiqi Shen, A Curious Learning Companion in Virtual Learning Environment, 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2012), The 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), Brisbane, Australia, June 10-15, 2012.

134.         Han Yu, Zhiqi Shen, Xiaoming Li, Cyril Leung and Chunyan Miao, Whose Opinions to Trust more, your own or others’?, Workshop on Incentives and Trust in E-Commerce (WIT-EC 2012), The Thirteenth ACM Conference on Electronic Commerce (EC'12), Valencia, Spain, June 4-8, 2012.

135.         Hengjie Song, Zhiqi Shen, Han Yu and Yiqiang Chen, Probabilistic-based Scheduling for Runtime Goal Sequence of Agents, the IEEE International Conference on Computer Science and Automation Engineering (CSAE 2012), Zhangjiajie, China, May 25-27, 2012.

136.         Han Yu, Zhiqi Shen, Qiong Wu and Chunyan Miao, Designing Socially Intelligent Virtual Companions, the 25th International Conference on Computer Animation and Social Agents (CASA'12), Singapore, May 9-11, 2012. [pdf]

Book Chapters

137.         Qizhen, Yang, Fengyu Yang and Zhiqi Shen, Modeling and Simulation of Process Sustainability in Waste Management in Singapore, Waste Management: New Research, Ed. Nadya S. Gotsiridze-Columbus, Nova Science Publishers, 2012. [pdf]

138.         Yundong Cai and Zhiqi Shen, Learning by Playing in Agent-oriented Virtual Learning Environment, Agents for Educational Games and Simulations, Eds. M. Beer, C. Brom, F. Dignum and V. W. Soo, LNAI 7471, pp. 79 – 93, Springer, 2012.

Technical Reports

139.         Huynh Ngoc Anh and Zhiqi Shen, Service Robot For Elderly and Disabled, Proceedings of the URECA@NTU 2010-11, Nanyang Technological University, Singapore, 2012. [pdf]

 

2011

Journal Articles

140.         Chunyan Miao, Xudong Luo, Xuehong Tao, Zhiqi Shen and Yin-Leng Theng, A Cooperative-Competitive Negotiation Model based on Interest, Reward and Penalty, Computational Intelligence, 2011, accepted.

141.         The Kiet Lu, Chunyan Miao and Zhiqi Shen, Immersive Virtual Brush Simulation for Chinese Language Learning, International Journal of Information Technology, Vol. 17, No. 2, 2011.

142.         Guopeng Zhao, Zhiqi Shen and Zhihong Man, Robust Input Weight Selection for Well-Conditioned Extreme Learning Machine, International Journal of Information Technology (IJIT), Vol. 17, No. 1, 2011.

143.         Hengjie Song, W. Roel, Chunyan Miao, M. D‘Hondt, Zhiqi Shen and C. Francky, An Extension to Fuzzy Cognitive Maps for Classification and Prediction, IEEE Transactions on Fuzzy System, vol. 19, pp. 116-136, February 2011.

International Conference Papers

144.         Chao Wang and Zhiqi Shen, Local Sensitive Frontier Analysis Based Facial Expression Recognition, the 8th International Conference on Information, Communications and Signal Processing (ICICS 2011), Singapore, December 13 - 16, 2011.

145.         Qizhen Yang, Yunzhou Sheng, Zhiqi Shen, Agent‐Based Simulation of Economic Sustainability in Waste‐to‐Material Recovery, The IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2011), Singapore, December 6 – 9, 2011.

146.         Yundong Cai, Zhiqi Shen and Chunyan Miao, Agent-Oriented Methodology for Interactive Storytelling (AOMIS), The 4th international Conference on Interactive Digital Storytelling (ICIDS'2011), Vancouver, Canada, November 28 – December 1, 2011.

147.         Dong Huang, Zhiqi Shen, Chunyan Miao and Cyril Leung, Scheduling in a Cognitive Radio Network, the 13th IEEE International Conference on Communication Technologies (ICCT2011), Jinan, Shandong, China, September 25 – 28, 2011.

148.         Xiaogang Han, Junfa Liu, Zhiqi Shen and Chunyan Miao, An Optimized K-Nearest Neighbor Algorithm for Large Scale Hierarchical Text Classification, the Joint ECML/PKDD – PASCAL Workshop on Large-Scale Hierarchical Classification, Athens, Greece, September 5, 2011.

149.         Hengjie Song, Chunyan Miao and Zhiqi Shen, Generating True Relevance Labels in Chinese Search Engine Using Clickthrough Data, the Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI-11), San Francisco, California, USA, August 7 - 11, 2011.

150.         Ailiya, Yundong Cai, Zhiqi Shen and Chunyan Miao, Authoring Goal Oriented Educational Game in Virtual Learning Environment, Workshop on Authoring Simulation and Game-based Intelligent Tutoring, the 15th International Conference on Artificial Intelligence in Education, Auckland, New Zealand, June 28 – July 2, 2011. [pdf]

151.         Zhongtang Zhao, Yiqiang Chen, Junfa Liu, Zhiqi Shen and Mingjie Liu, Cross-People Mobile-Phone Based Activity Recognition, the 22nd International Joint Conference on Artificial Intelligence (IJCAI-11), Barcelona, Spain, July 16-22, 2011.

152.         Yiqiang Chen, Mingjie Liu, Junfa Liu, Zhiqi Shen and Wei Pan, Slideshow: Gesture-Aware Ppt Presentation, 2011 IEEE International Conference on Multimedia & Expo (ICME 2011), Barcelona, Spain, July 11-15, 2011.

153.         Ailiya, Zhiqi Shen, and Chun Yan Miao, Goal Oriented Affective Teachable Agent in Virtual Learning Environment, The 11th IEEE International Conference on Advanced Learning Technologies (ICALT2011), Athens, Georgia, USA, July 6-8, 2011. (Best paper award)

154.         Huiliang Zhang, Zhiqi Shen and Chunyan Miao, Train Fuzzy Cognitive Maps by Gradient Residual Algorithm, the 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), Taipei, Taiwan, June 27-30, 2011.

155.         Yundong Cai and Zhiqi Shen, Learning by Playing in Agent-oriented Virtual Learning Environment, Workshop on the uses of Agents for Education, Games and Simulations (AEGS-11), the Tenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS2011), Taipei, Taiwan, May 2-6, 2011.

156.         Han Yu, Chunyan Miao and Zhiqi Shen, A Simple Curious Agent to Help People be Curious, the Tenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS2011), Taibei, Taiwan, May 2-6, 2011.

157.         Ling Yu, Zhiqi Shen, Chunyan Miao and Victor Lesser, Genetic Algorithm Aided Optimization of Hierarchical Multi-Agent System Organization, the Tenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS2011), Taipei, Taiwan, May 2-6, 2011.

158.         Qizhen Yang and Zhiqi Shen, Challenges and Emerging Solutions to the Development of a Product Carbon Labeling Methodology, 2011 2nd International Conference on Environmental Science and Technology (ICEST 2011), Singapore, February 26-28, 2011.

Technical Reports

159.         Ling Yu, Zhiqi Shen, Chunyan Miao and Victor Lesser, Genetic Algorithm Aided Optimization of Hierarchical Multi-Agent System Organization, Computer Science Technical Report UM-CS-2011-003, University of Massachusetts at Amherst, MA, USA, 2011.

160.         Yuyutsu Krishan and Zhiqi Shen, An Effective Approach to Educational Games, Proceedings of the URECA@NTU 2009-10, Nanyang Technological University, Singapore, 2011. [pdf]

2010

Journal Articles

161.         Xudong Luo, Chunyan Miao, Nick R. Jennings, Minghua He, Zhiqi Shen and Minjie Zhang, Fuzzy Tradeoff Strategies and Their Acquisition for Multi-Attribute Negotiation Systems, Computational Intelligence, 2010, accepted.

162.         Han Yu, Zhiqi Shen and Cyril Leung, Towards Trust-aware Health Monitoring Body Area Sensor Networks, International Journal of Information Technology (IJIT) - Special Issue on Human Centred Computing, Vol. 16, No. 2, 2010.

163.         Ailiya, Zhiqi Shen, and Chun Yan Miao, An Emotional Agent in Virtual Learning Environment, Transactions on Edutainment IV, LNCS 6250, Springer-Verlag, pp. 22-33, 2010.

164.         Han Yu, Zhiqi Shen, Chunyan Miao, Cyril Leung and D. Niyato, A Survey of Trust and Reputation Management Systems in Wireless Communications, Proceedings of the IEEE.

165.         Hengjie Song, Zhiqi Shen and Chunyan Miao, A probabilistic Fuzzy Approach to Modeling Nonlinear Systems, Neurocomputing, Elsevier, 2010.

166.         Dong Huang, Zhiqi Shen, Chunyan Miao and Cyril Leung, Resource Allocation in MU-OFDM Cognitive Radio Systems with Partial Channel State Information, EURASIP Journal on Wireless Communications and Networking, vol. 2010, ID. 189157, 8 pages, 2010.

167.         Zhiqi Shen, Yu Han and Chunyan Miao, Trust-based Web-Service Selection in Virtual Communities, International Journal of Web Intelligence and Agent Systems, 2010.

168.         Hengjie Song, Zhiqi Shen and Chunyan Miao, Implementation of Fuzzy Cognitive Maps based on Fuzzy Neural Network and Application in Prediction of Time Series, IEEE Transaction on Fuzzy System, Vol. 18, Issue 2, pp. 233-250, 2010.

169.         Jianshu Weng, Zhiqi Shen, Chunyan Miao, Angela Goh and Cyril Leung, Credibility: How Agents Can Handle Unfair Third-Party Testimonies in Computational Trust Models, IEEE Transaction on Data and Knowledge Engineering, Vol 22, Issue 9, pp. 1286-1298, September 2010.

170.         Hengjie Song, Miao Chunyan and Zhiqi Shen, Design Fuzzy Cognitive Maps Using Neural Networks for Predicting Chaotic Time Series, Neural Networks, September 2010.

171.         Yuan Miao, Chunyan Miao, Xuehong Tao, Zhiqi Shen and Zhiqiang Liu, Transformation of Cognitive Maps, IEEE Transaction on Fuzzy system, Vol. 18, Issue 1, pp. 114-124, 2010.

172.         Tao Qin, Cyril Leung, Chunyan Miao and Zhiqi Shen, Resource Allocation in a Cognitive Radio System with Imperfect Channel State Estimation, Journal of Electrical and Computer Engineering, Hindawi, Vol. 2010, 2010.

173.         Li Pan, Xiangxu Meng, Zhiqi Shen and Han Yu, A Reputation-based Trust Aware Web Service Interaction Pattern for Manufacturing Grids, International Journal of Information Technology, Vol. 16, No. 2, 2010.

174.         Guopeng Zhao and Zhiqi Shen, Supply Chain Platform as a Service: a Cloud Perspective on Business Collaboration, International Journal of Information Technology, Vol. 16, No. 2, 2010.

175.         Qizhen Yang and Zhiqi Shen, Modeling and Scenarios Analysis of Environmental Sustainability in Waste Management, International Journal of Information Technology, Vol. 16, No. 2, 2010.

Book Chapters

176.         Xuehong Tao, Zhiqi Shen, Chunyan Miao, Yin-Leng Theng, Yuan Miao, Han Yu, Automated Negotiation through a Cooperative-Competitive Model, Innovations of Agent-based Complex Automated Negotiations, Book series: Studies of Computational Intelligence, Springer, 2010.

International Conference Papers

177.         Minh Ngoc Ngo and Zhiqi Shen, Automated Verification of Goal Net Models, the 2010 International Conference on Computational Intelligence and Software Engineering (CiSE2010), Wuhan, China, December 10 - 12, 2010.

178.         Fenghui Ren, Minjie Zhang, Chunyan Miao and Zhiqi Shen, Optimization of Multiple Related Negotiation through Multi-Negotiation Network, 4th International Conference on Knowledge Science, Engineering & Management (KSEM 2010), Belfast, Northern Ireland, UK, Ed. Yaxin Bi and Mary-Anne Williams, Knowledge Science, Engineering and Management, Lecture Notes in Computer Science, Volume 6291, pp. 174-185, Springer Berlin Heidelberg, September 1-3, 2010.

179.         Huiliang Zhang, Zhiqi Shen, Chunyan Miao and Xudong Luo, Motivated Learning for Goal Selection in Goal Nets, the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Toronto, Canada, August 30 – September 3, 2010.

180.         Huiliang Zhang, Chunyan Miao, Shellying Huang, Zhiqi Shen and Xudong Luo, How Fast can a BDI Agent Respond, the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Toronto, Canada, August 30 – September 3, 2010.

181.         Yundong Cai, Zhiqi Shen, Chunyan Miao and Ah-Hwee Tan, DIRACT: Agent-based Interactive Storytelling, the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Toronto, Canada, August 30 – September 3, 2010.

182.         Xiaogang Han, Zhiqi Shen, Chunyan Miao and Xudong Luo, Folksonomy-Based Ontological User Interest Profile Modeling and Its Application in Personalized Search, the 2010 International Conference on Active Media Technology, Toronto, Canada, August 28 – 30, 2010.

183.         Ailiya, Zhiqi Shen, and Chun Yan Miao, An Emotional Agent in Virtual Learning Environment, the 5th International Conference on E-learning and Game (Edutainment 2010), Changchun, China, August 16-18, 2010, Transactions on Edutainment IV, LNCS 6250, Springer-Verlag, pp. 22-33, 2010.

184.         Huiliang Zhang, Zhiqi Shen, and Chun Yan Miao, Predicting Responsiveness of BDI Agent, The Nineteenth European Conference on Artificial Intelligent, Lisbon, Portugal, August 16-20, 2010.

185.         Chunyan Miao, Han Yu, Zhiqi Shen and Xuehong Tao, Agents for Collaborative Learning in Virtual Worlds, Workshop on Opportunities for intelligent and adaptive behavior in collaborative learning systems, the Tenth International Conference on Intelligent Tutoring Systems (ITS2010), Pittsburgh, PA, USA, June 14-18, 2010. [pdf]

186.         Qizhen Yang and Zhiqi Shen, Managing Sustainability for the Development of Sustainable Recycling Technologies, the 5th International Conference on Management of Innovation and Technology, Singapore, June 2 – 5, 2010.

187.         Chunyan Miao, Lu The Kiet and Zhiqi Shen, Immersive Virtual Brush Simulation for Chinese Language Edutainment, Workshop on New Generation Virtual Learning Environment, the 14th Global Chinese Conference on Computers in Education (GCCCE2010), Singapore, June 1 – 4, 2010. [pdf]

188.         Zhiqi Shen, Intelligent Augment Storytelling, Workshop on New Generation Virtual Learning Environment, the 14th Global Chinese Conference on Computers in Education (GCCCE2010), Singapore, June 1 – 4, 2010. [pdf]

189.         Han Yu, Yundong Cai, Zhiqi Shen, Xuehong Tao and Chunyan Miao, Intelligent Learning Companions for Virtual Learning Environments, the Workshop on Multi-Agent Systems for Education and Interactive Entertainment (MASEIE), the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2010), Toronto, Canada, May 10-14 2010.

190.         Zhiqi Shen, Chunyan Miao, Liang Zhang, Han Yu and Mark J. Chavez, An emotion aware agent platform for interactive storytelling and gaming, ACM Future Play Conference, Vancouver, Canada, May 6-7, 2010.

191.         Han Yu, Yundong Cai, Zhiqi Shen, Xuehong Tao and Chunyan Miao, Agents as Intelligent User Interfaces for the Net Generation, 2010 International Conference on Intelligent User Interface (IUI2010), Hong Kong, China, February 7-10, 2010.

2009

Journal Articles

192.         Dong Huang, Zhiqi Shen, Chunyan Miao and Cyril Leung, Fitness landscape analysis for dynamic resource allocation in multiuser OFDM based cognitive radio systems, Special Issue on Cognitive Radio Technologies and Systems, ACM Mobile Communication Review, Vol. 13, Issue 2, pp. 26-36, April 2009.

193.         Tao Qin, Han Yu, Cyril Leung, Zhiqi Shen and Chunyan Miao, Towards a Trust Aware Cognitive Radio Architecture, Special Issue on Cognitive Radio Technologies and Systems, ACM Mobile Communication Review, Vol. 13, Issue 2, April 2009.

194.         Yundong Cai, Chunyan Miao, Ah-Hwee Tan and Zhiqi Shen, Creating an Immersive Game World with Evolutionary Fuzzy Cognitive Maps, IEEE Computer Graphics & Applications (CG & A), Vol. 29, Issue 6, 2009.

195.         Hengjie Song, Chunyan Miao, Zhiqi Shen and Yuan Miao, A Fuzzy Neural Network with Fuzzy Impact Grades, Neurocomputing, Elsevier, Vol. 72, No. 13-15, pp. 3098-3122, August 2009.

196.         Maryam Ashoori, Zhiqi Shen and Chunyan Miao, Pedagogical Agents for Personalized Multi-user Virtual Environments, International Journal of Engineering Education, Vol. 25, No. 4, pp. 772-776, 2009. [pdf]

Book Chapters

197.         Michael Jacobson, Beaumie Kim, Chunyan Miao, Zhiqi Shen and Mark Chavez, Design Perspectives for Learning in Virtual Worlds, Jacobson, M. J., & Reimann, P. (Eds.), Designs for learning environments of the future: International perspectives from the learning sciences, Springer, pp. 111-141, 2009.

International Conference Papers

198.         Xuehong Tao, Zhiqi Shen, Chunyan Miao and Yinleng Theng, A Cooperative-Competitive Negotiation Model, the Eighth International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Budapest, Hungary, May 11-15, 2009. [pdf]

199.         Huiliang Zhang, Zhiqi Shen, Xuehong Tao, Chunyan Miao, Boyang Li, Ailiya, and Yudong Cai, Emotional agent in serious game (DINO), in Proceedings of the Eighth International Conference on Autonomous Agents and Multiagent Systems, Budapest, Hungary, May 11-15, 2009.

200.         Boyang Li, Han Yu, Chunyan Miao and Zhiqi Shen, Evolutionary Organizational Search, in Proceedings of the Eighth International Conference on Autonomous Agents and Multiagent Systems, Budapest, Hungary, May 11-15, 2009.

201.         Yudong Cai, Chunyan Miao, Ah Hwee Tan and Zhiqi Shen, Modeling Believable Virtual Characters with Evolutionary Fuzzy Cognitive Maps in Interactive Storytelling, AAAI Symposium on Interactive Narrative technologies, Stanford, USA, 11-15 March, 2009.

202.         Fenghui Ren, Minjie Zhang, Chunyan Miao and Zhiqi Shen, A Market-based Multi-issue Negotiation Model Considering Multiple Preference in Dynamic E-marketplaces, The 12th International Conference on Principles of Practice in Multi-Agent Systems (PRIMA2009), Nagoya, Japan, December 13 – 16, 2009. (The Best Student Paper Award)

203.         Huiliang Zhang, Chunyan Miao and Zhiqi Shen, Enabling Goal Oriented Action Planning with Goal Net, the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI’09 and IAT’09), Milano, Italy, September 15-18, 2009.

204.         Xuehong Tao, Yinleng Theng, Nicola Yelland, Zhiqi Shen and Chunyan Miao, Learning through Argumentation with Cognitive Virtual Companions, World Conference on Educational Multimedia, Hypermedia and Telecommunications (ED-MEDIA), Hawaii, 22-26 June, 2009.

205.         Dayong Ye, Quan Bai, Minjie Zhang, Khin Than Win and Zhiqi Shen, An Efficient Task Allocation Protocol for P2P Multi-agent Systems, The 7th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2009), Chengdu, China, August 10-12, 2009.

206.         Dong Huang, Chunyan Miao, Yuan Miao and Zhiqi Shen, A Game Theory Approach for Self-Coexistence Analysis among IEEE 802.22 Networks, the 7th International Conference on Information, Communications and Signal Processing, Macau, December 8 – 10, 2009.

207.         Han Yu, Zhiqi Shen and Chunyan Miao, A Trustworthy Beacon-based Location Tracking Model for Body Area Sensor Networks in m-Health, the 7th International Conference on Information, Communications and Signal Processing, Macau, December 8 – 10, 2009 (Best paper award nomination).

208.         Guopeng Zhao, Zhiqi Shen, Chunyan Miao, Zhihong Man, On Improving the Conditioning of Extreme Learning Machine: A Linear Case, the 7th International Conference on Information, Communications and Signal Processing, Macau, December 8 – 10, 2009.

209.         Li Pan, Xiangxu Meng, Zhiqi Shen and Han Yu, A Reputation Pattern for Service Oriented Computing, the 7th International Conference on Information, Communications and Signal Processing, Macau, December 8 – 10, 2009.

210.         Guopeng Zhao, Zhiqi Shen and Chunyan Miao, A Fast and Intelligent Resource Allocation Service for Service-Oriented Grid, IEEE International Workshop on Advances of CyberInfrastructure (IWACI'09), the 15th Int'l Conf. on Parallel and Distributed Systems (ICPADS'09), Shenzhen, China, December 8 - 11, 2009.

211.         Guopeng Zhao, Zhiqi Shen, Chunyan Miao and Chunru Wan, ELM-based Intelligent Resource Selection for Grid Scheduling, The Eighth International Conference on Machine Learning and Applications (ICMLA'09), Miami, Florida, USA, December 13-15, 2009.

212.         Huiliang Zhang, Zhiqi Shen, Xuehong Tao and Chunyan Miao, Remembrance Agent: A New Type of Pedagogical Agent in Educational Game, World Conference on E-Learning in Corporate, Government, Healthcare, & Higher Education (E-Learn2009), Vancouver, BC, Canada, October 26-30, 2009. [pdf]

213.         Han Yu, Chunyan Miao, Xuehong Tao, Zhiqi Shen, Yundong Cai, Boyang Li and Yuan Miao, Teachable Agents in Virtual Learning Environments: a Case Study, World Conference on E-Learning in Corporate, Government, Healthcare, & Higher Education (E-Learn2009), Vancouver, BC, Canada, October 26-30, 2009. [pdf]

214.         Yundong Cai, Chunyan Miao, Zhiqi Shen and Guoan Bi, Building Interactive Teaching and Learning Environment For High Education in 3D Virtual Worlds, World Conference on E-Learning in Corporate, Government, Healthcare, & Higher Education (E-Learn2009), Vancouver, BC, Canada, October 26-30, 2009. [pdf]

2008

Journal Articles

215.         Han Yu, Zhiqi Shen and Chunyan Miao, A Goal Oriented Development Tool to Automate the Incorporation of Intelligent Agents into Interactive Digital Media Applications, ACM Computers in Entertainment, Vol. 6, Issue 2, No. 24, April/June 2008. [pdf]

216.         Bo An, Kwang Mong Sim, Chunyan Miao and Zhiqi Shen, Decision Making of Negotiation Agents Using Markov Chains, Multiagent and Grid Systems an International Journal, Vol. 4, No. 1, pp. 5-23, May 2008.

217.         Hengjie Song, Chunyan Miao, Zhiqi Shen and Yuan Miao, Fuzzy Cognitive Map Learning Based on Multi-Objective PSO (Particle Swarm Optimization), International Journal of Computational Cognition, Vol. 6, No. 3, pp. 51-59, September 2008. [pdf]

Book Chapters

218.         Bo An, Kwang Mong Sim, Liang Gui Tang, Chunyan Miao, Zhiqi Shen and Daijie Cheng, Negotiation Agents’ Decision Making Using Markov Chains, Rational, Robust, and Secure Negotiations in Multi-Agent Systems, in Book Series: Studies in Computational Intelligence, Springer Berlin/Heidelberg, Vol. 89/2008, pp. 3-23, 2008.

International Conference Papers

219.         Guopeng Zhao, Zhiqi Shen, Ailiya Bao and Chunyan Miao, ELM-based Agents for Grid Resource Selection, The 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Sydney, Australia, December 9-12, 2008.

220.         Dong Huang, Chunyan Miao, Cyril Leung, and Zhiqi Shen, Memetic Algorithms With Multi-Local-Search for Resource Allocation in Multiuser OFDM based Cognitive radio Systems, ChinaCom08, Hangzhou, China, August 2008.

221.         Han Yu, Zhiqi Shen, Chorping Low and Chunyan Miao, Transforming Learning through Agent Augmented Virtual World, The 8th IEEE International Conference on Advanced Learning Technologies, Santander, Cantabria, Spain, 1-5 July, 2008.

222.         Guopeng Zhao, Zhiqi Shen, Chunyan Miao and Robert Gay, Enhanced Extreme Learning Machine with Stacked Generalization, IEEE International Joint Conference on Neural Networks (IJCNN2008), 2008 IEEE World Congress on Computational Intelligence, Hong Kong, 1-6 June, 2008.

223.         Haoming Zhong, Chunyan Miao, Zhiqi Shen and Yuhong Feng, Temporal Fuzzy Cognitive Map, IEEE International Conference on Fuzzy Systems (FUZZ2008), 2008 IEEE World Congress on Computational Intelligence, Hong Kong, 1-6 June, 2008.

224.         Michael Jacobson, Chunyan Miao, Beaumie Kim, Zhiqi Shen and Mark Chavez, Research into Learning in an Intelligent Agent Augmented Multi-user Virtual Environment, Workshop on Web Intelligence & Intelligent Agent Technology in eLearning (TUMAS-A 2008), The 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Sydney, Australia, December 9-12, 2008.

225.         Qizhen Yang, Yang Zhang, Chunyan Miao and Zhiqi Shen, Semantic Annotation of Digital Engineering Resources for Multidisciplinary Design Collaboration, The 28th ASME Computers and Information in Engineering Conference (CIE 2008), New York City, NY, USA, 3-6 August, 2008. [pdf]

226.         Yundong Cai, Chunyan Miao, Ah Hwee Tan and Zhiqi Shen, Context Modeling with Evolutionary Fuzzy Cognitive Map in Interactive Storytelling, IEEE International Conference on Fuzzy Systems (FUZZ2008), 2008 IEEE World Congress on Computational Intelligence, Hong Kong, 1-6 June, 2008.

Demos

227.         Yundong Cai, Chunyan Miao and Zhiqi Shen, Virtual Singapura, the 15th Inforcomm and Media Horizons, Singapore, 21 November, 2008.

2007

Journal Articles

228.         Bo An, Zhiqi Shen, Chunyan Miao and Daijie Cheng, Algorithms for Transitive Dependence Based Coalition Formation, IEEE Transactions on Industrial Informatics, Vol. 3, No. 3, pp. 234-245, 2007.

229.         Huimien Lee, Wen Feng Lu, Bin Song, Zhiqi Shen, Zhonghua Yang and Robert Kheng Leng Gay, A Framework for Integrated Manufacturing and Product Service System (IMPSS): Integrating Service Operations into Product Life Cycle, International Journal of Services Operations and Informatics, Vol. 2, No. 1, pp. 81-101, 2007. [pdf]

International Conference Papers

230.         Zhiqi Shen, Chunyan Miao, Robert Gay And Chorping Low, Personalized e-Learning – a Goal Oriented Approach, The 7th WSEAS International Conference on Distance Learning and Web Engineering (DIWEB '07), Beijing, China, September 15-17, 2007.

231.         Zhiqi Shen, Haifeng Shen, Chunyan Miao, Zhonghua Yang, Robert Gay and Guopeng Zhao, Collaborative Workspace over Service-Oriented Grid, The 3rd Grid Computing & Applications Workshop (GCA 2007), GridAsia 2007, Singapore, June 5-8, 2007. [pdf]

232.         Zhiqi Shen, Chunyan Miao and Yundong Cai, Agent Augmented Game Development, the 2nd Annual Microsoft Academic Days Conference on Game Development, Aboard the Disney Wonder Cruise Ship, Orlando, Florida, USA, February 22 - 25, 2007. [pdf]

233.         Yundong Cai, Zhiqi Shen, Chunyan Miao and Ah-Hwee Tan, S-MADE: Interactive Storytelling Architecture Through Goal Execution and Decomposing, The 2007 AAAI Fall Symposium on Intelligent Narrative Technologies, Arlington, Virginia, USA, November 9-11, 2007.

234.         Han Yu, Zhiqi Shen and Chunyan Miao, Intelligent Software Agent Design Tool Using Goal Net Methodology, The 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology (IAT 2007), Fremont, California, USA, November 2-5, 2007.

235.         Han Yu, Zhiqi Shen, Chunyan Miao, Jing Wen and Qizhen Yang, A Service Based Multi-Agent System Design Tool for Modelling Integrated Manufacturing and Service Systems, The 12th IEEE Conference on Emerging Technologies and Factory Automation, Patras, Greece, September 25-28, 2007.

236.         Hengjie Song, Zhiqi Shen, Chunyan Miao, Zhiqiang Liu, Yuan Miao, Fuzzy Cognitive Map Learning Based on Multi-Objective Particle Swarm Optimization, The Genetic and Evolutionary Computation Conference (GECCO 2007), London, England, July 7-11, 2007.

237.         Maryam Ashoori, Chunyan Miao, Zhiqi Shen, Eck Soon Goh and Narges Zarabi, Mentor Agent: An Intelligent Virtual Teacher for Personalized Learning Environments, The 7th WSEAS International Conference on Distance Learning and Web Engineering (DIWEB '07), Beijing, China, September 15-17, 2007.

238.         Hengjie Song, Chunyan Miao, Zhiqi Shen, Guopeng Zhao, The Multi-Agent Data Collection in HLA-based Simulation System, The 21st International Workshop on Principles of Advanced and Distributed Simulation (PADS 2007), San Diego, California, USA, June 12-15, 2007.

239.         Bo An, Chunyan Miao and Zhiqi Shen, Market Based Resource Allocation With Incomplete Information, the Twentieth International Joint Conference on Artificial Intelligence (IJCAI07), Hyderabad, India, 6-12 January, 2007.

240.         Yundong Cai, Chunyan Miao, Ah Hwee Tan and Zhiqi Shen, A Hybrid of Plot-based and Character-based Interactive Storytelling, The 2nd International Conference of E-Learning and Games (Edutainment 2007), Lecture Notes in Computer Science (LNCS), Vol. 4469/2007, Springer, Hong Kong, June 11-13, 2007.

2006

Journal Articles

241.         Zhiqi Shen, Chunyan Miao and Robert Gay, Goal-oriented Methodology for Agent-oriented Software Engineering, IEICE Transactions on Information and Systems, Special Issue on Knowledge-based Software Engineering, Vol. E89-D, No. 4, April, 2006. [pdf]

242.         Chunyan Miao, Jiahshu Weng, Angela Goh, Zhiqi Shen and Bo An, Fuzzy Cognitive Maps for Dynamic Grid Services Negotiation, Multiagent and Grid Systems an International Journal, Vol. 2, No. 2, pp. 101-114, September 2006.

International Conference Papers

243.         Zhiqi Shen, Chunyan Miao, Yuan Miao, Xuehong Tao and Robert Gay, A Goal-oriented Approach to Goal Selection and Action Selection, IEEE International Conference on Fuzzy Systems, 2006 IEEE World Congress on Computational Intelligence, Vancouver, BC, Canada, 16-21 July, 2006.

244.         Zhiqi Shen, Chunyan Miao and Robert Gay, A Goal-oriented Approach to Agent Identification and Coordination, H-AAMAS Workshop: Hierarchical Autonomous Agents and Multi-Agent Systems, in the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Future University, Hakodate, Japan, 8 - 12 May, 2006. [pdf]

245.         Xuehong Tao, Yuan Miao, Zhiqi Shen, Chunyan Miao and Nicola Yelland, Interest Based Negotiation Automation, 2006 International Conference on Intelligent Computing, Lecture Notes in Computer Science, Vol. 4115, Springer, pp. 211 – 222, Kunming, Yunnan, China, 16-19 August, 2006.

246.         Bo An, Chunyan Miao, Zhiqi Shen and Daijie Cheng, Fuzzy Constraint Based Negotiation Under Time Pressure, the Fourth IEEE Conference on Industrial Informatics (INDIN 2006), Singapore, August 16-18, 2006.

247.         Yuan Miao , XueHong Tao , ZhiQi Shen, ZhiQiang Liu  and ChunYan Miao, The Equivalence of Cognitive Map, Fuzzy Cognitive Map and Multi Value Fuzzy Cognitive Map, IEEE International Conference on Fuzzy Systems, 2006 IEEE World Congress on Computational Intelligence, Vancouver, BC, Canada, 16-21 July, 2006.

248.         Heng-Jie Song, Chun-Yan Miao, Zhi-Qi Shen and Yuan Miao, Probabilistic Fuzzy Cognitive Map, IEEE International Conference on Fuzzy Systems, 2006 IEEE World Congress on Computational Intelligence, Vancouver, BC, Canada, 16-21 July, 2006.

249.         Yundong Cai, Chunyan Miao, Ah Hwee Tan and Zhiqi Shen, Fuzzy Cognitive Goal Net for Interactive Storytelling Plot Design, ACM SIGCHI International Conference on Advances in Computer Entertainment Technology (ACM SIGCHI ACE 2006), Hollywood, USA, 14-16 June, 2006.

250.         Jianshu Weng, Chunyan Miao, Angela Goh, Zhiqi Shen and Robert Gay, Trust-based Agent Community for Collaborative Recommendation, the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Future University, Hakodate, Japan, 8 - 12 May, 2006.

251.         Bo An, Kwang Mong Sim, Liang Gui Tang, Chunyan Miao, Zhiqi Shen and Daijie Cheng, Negotiation Agents’ Decision Making Using Markov Chains, the 2nd International Workshop on Rational, Robust, and Secure Negotiations in Mutli-Agent Systems, the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Future University, Hakodate, Japan, 8 - 12 May, 2006.

2005

Journal Articles

252.         Zhiqi Shen, Robert Gay, Chunyan Miao, Tin Wee Tan, Chong Sean Kuay and Hui Mien Lee, Process Modeling and Automated Execution for Bio-Manufacturing, International Journal of Information Technology, Vol. 12, No. 1, pp. 37 – 48, 2005.

International Conference Papers

253.         Zhiqi Shen, Huimien Lee, Chunyan Miao, Meena Sakharkar, Robert Gay, and Tinwee Tan, Process Integration for Bio-manufacturing Grid, Grid Computing in Life Sciences: Proceedings of the 2nd International Life Science Grid Workshop, LSGRID 2005, pp. 220-234, Biopolis, Singapore, 5-6 May 2005. [pdf]

254.         Zhiqi Shen, Dongtao Li, Chunyan Miao and Robert Gay, Goal-oriented Methodology for Agent System Development, the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’05), Compiegne, France, September 19 - 22, 2005.

255.         Hui Mien Lee, Zhiqi Shen, Robert Kheng Leng Gay, Chunyan Miao, Tin Wee Tan, Chong Suan Kuay and Luying Xiong, Integrated BioManufacturing Workflow Design and Implementation: From R&D to Diagnostic Kits, The 31st Annual Conference of the IEEE Industrial Electronics Society, Raleigh, North Carolina, USA, November 6 – 10 2005.

256.         Dongtao Li, Zhiqi Shen, Yuan Miao, Chunyan Miao and Robert Gay, A Goal Oriented E-Learning Agent System, the 9th International Conference on Knowledge-Based & Intelligent Information & Engineering Systems (KES'2005), Lecture Notes in Computer Science (Intelligent Agent Technology and Applications II), Vol. 3681, Springer, pp. 664 – 670, Melbourne, Australia, 14 - 16 September 2005.

257.         Chong Sean Kuay, Zhiqi Shen, Robert Gay and Chunyan Miao, Goal Net Agent Framework for Web Service Integration, in The IASTED International Conference on Web Technologies, Applications, and Services (WTAS 2005), Calgary, Alberta, Canada, July 4-6, 2005.

258.         Bo An, Chunyan Miao, Zhiqi Shen, Yuan Miao, and Daijie Cheng, Transitive Dependence Based Formation of Virtual Organizations, the 2005 IEEE International Conference on Computational Intelligence and Security (CIS), Lecture Notes in Artificial Intelligence, Springer, pp.375-380, December 12 – 15, 2005.

259.         Zunliang Yin, Chunyan Miao, Yuan Miao and Zhiqi Shen, Actionable Knowledge Model for GUI Regression Testing, the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’05), Compiegne, France, September 19 - 22, 2005.

260.         Zhonghua Yang, Robert Gay, Chunyan Miao, Jing-Bing Zhang, Zhiqi Shen and Liqun Zhuang, Automating Integration of Manufacturing Systems and Services: A Semantic Web Services Approach, The 31st Annual Conference of the IEEE Industrial Electronics Society, Raleigh, North Carolina, USA, November 6 – 10 2005.

2004

Book Chapters

261.         Zhiqi Shen, Robert Gay and Yuan Miao, “Agent-based E-Learning System – a Goal-based Approach”, Business and Technology of the New Millennium, Ed. C. T. Leondes, Kluwer Academic Press International, Vol. 3, Chapter 6, 2004.

International Conference Papers

262.         Zhiqi Shen, Chunyan Miao, Robert Gay and Qiong Wang, Goal-oriented Modeling for Agent Mediated E-Learning Grid, Proceedings of the 8th International Conference on Control, Automation, Robotics and Vision (ICARCV 2004), Kunming, Yunnan, China, December 6 - 9, 2004.

263.         Zhiqi Shen, Chunyan Miao and Robert Gay, Goal Autonomous Agent Architecture, Proceedings of the 28th Annual International Computer Software and Applications Conference (COMPSAC 2004), Hong Kong, China, September 28 - 30, 2004.

264.         Zhiqi Shen, Chunyan Miao and Robert Gay, Goal Oriented Modeling for Intelligent Software Agents, Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’04), Beijing, China, September 20 - 24, 2004.

265.         Zhiqi Shen, Chunyan Miao, Angela Goh and Robert Gay, Agent Mediated Grid Services in eLearning, Proceedings of the IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2004), Chicago, Illinois, USA, April 19 - 22, 2004.

2003

Journal Articles

266.         Zhiqi Shen and Robert Gay, Goal-Based Intelligent Agents, International Journal of Information Technology, Vol 9, No. 1, pp. 19-30, 2003.

2002

Journal Articles

267.         Yuan Miao, Zhi-Qiang Liu, Xue Hong Tao, Zhi Qi Shen and Chun Wen Li, Simplification, Merging and Division of Fuzzy Cognitive Maps, International Journal of Computational Intelligence and Applications, Vol. 2, No. 2, pp. 185-208, 2002.

Book Chapters

268.         Zhiqi Shen, Robert Gay, Xiang Li and Zhonghua Yang, An Agent Approach for Intelligent Business Forecasting, Chapter of Intelligent Systems: Technology and Applications, Volume V: Manufacturing, Industrial and Management Systems, C. T. Leondes Eds, CRC Press/Lewis Publishers, Boca Raton, FL, USA, 2002.

International Conference Papers

269.         Zhiqi Shen and Robert Gay, Goal-based Modeling for Intelligent Business Forecasting Agents, Proceedings of the First International Conference on Fuzzy Systems and Knowledge Discovery (FSKD2002), Singapore, November 18-22, 2002.

2001

International Conference Papers

270.         Zhiqi Shen and Robert Gay, Agent Oriented Business Forecasting, Proceedings of the Pacific Asian Conference on Intelligent Systems (PAIS2001), Seoul, Korea, 16-17 November, 2001.

271.         Xuehong Tao, Chunyan Miao, Zhiqi Shen, Yuan Miao, and Qinghai Miao, A polynomial algorithm for knowledge base revision, the IEEE Pacific Rim Conference on Communications, Computers and signal Processing, 2001, (PACRIM. 2001), Vol. 2, pp. 719 – 723, 26-28 August 2001.

272.         Yuan Miao, Robert Gay, Chee Kheong Siew and Zhi Qi Shen, Extracting Features of Human Knowledge Systems for Active Knowledge Management Systems, Proceedings of the Pacific Asian Conference on Intelligent Systems (PAIS2001), Seoul, Korea, 16-17 November, 2001.

2000

International Conference Papers

273.         Zhiqi Shen, Xiang Li, Robert Gay, Yuan Miao, Zhonghua Yang, An Intelligent Agent Architecture for Business Forecasting, International ICSC Symposium on Multi-Agents and Mobile Agents in Virtual Organizations and E-Commerce (MAMA'2000), International Congress on Intelligent Systems And Applications (ISA'2000), Wollongong, Australia, 11-15 Dec. 2000.

274.         Zhiqi Shen, Robert Gay, Yuan Miao, Intelligent Forecasting Agent, The 20th International Symposium on Forecasting, Lisbon, Portugal, 14 Jun. 2000.

275.         Yuan Miao, Qinghai Miao, Zhiqi Shen, Dejun Zhang, Xinghua Zhang, and Lieyong Yang, Uniformity of Active Region Temperature and I-V Curves, Proceedings of the Canadian Conference on Electrical and Computer Engineering (CCECE 2000), Halifax, Nova Scotia, Canada, Vol. 2, pp. 806-810, May 7­10, 2000.

276.         Chunyan Miao, Angela Goh, Yuan Miao, and Zhiqi Shen, A Framework for Multi-Agent Reasoning and Co-Ordination, Proceedings of the Third International Conference on Artificial Intelligence and Soft Computing (ASC'2000), Banff, Canada, 24 Jul. 2000.

1997

International Conference Papers

277.         Paul Wu, Zhiqi Shen, Shuang Guo, Hwee Boon Low, Technologies in Meta-Information Management and Service - A Study on Multilingual Friendly Directory Inquiry System, Proceedings of the Pacific Asia Conference on Expert Systems and International Conference on Intelligent Systems PACES/SPICIS 97, Singapore, February 24 - 27, 1997.

Others

Thesis

278.         Zhiqi Shen, Goal Oriented Modeling for Intelligent Software Agents and their Applications, Ph.D. Thesis, ICIS/School of EEE, Nanyang Technological University, Singapore, February, 2005. [pdf]

279.         Zhiqi Shen, Intelligent Controller, an Expert System, M.Eng. Thesis, Institute of Microcomputer Theory & Applications, Beijing Polytechnic University, Beijing, China, July 1989.

280.         Zhiqi Shen, A Lisp Tutor, B.Sc. Thesis, School of Computer Science and Technology, Beijing University, Beijing, China, July 1986.