个人信息Personal Information 教师英文名称： liaoshaoyi
电子邮箱： liaoshaoyi@home.swjtu.edu.cn
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个人简介Personal Profile 廖少毅，西南交通大学经济管理学院****，香港城市大学资讯系统学系教授，先进交通信息系统研究中心主任。长期从事信息系统方面的研究，在智能交通系统、移动商务、电子商务、用户建模、机器学习、数据挖掘技术等方面有深入的研究。在国际重要学术刊物、会议发表论文上百余篇，包括信息系统领域的顶级期刊MIS Quarterly，Communications of the ACM，Decision Support Systems, ACM Transactions on Management Information Systems，IEEE transactions等，担任国际期刊《Information & Management》的编辑，以及多个国际知名期刊的审稿人。近几年先后承担香港政府多项智能交通系统研究项目，包括巴士乘客服务、车联网、交通数据融合、香港ITS架构与标准规划设计等。

教育经历Education Background
工作经历Work Experience
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研究方向Research Focus
现主要研究领域是管理信息化，包括三个方向：

(1) 信息化基础技术，重点研究商务智能、数据挖掘、用户建模；

(2) 智能交通系统，重点研究实时交通信息的收集、处理与传递，城市交通模型建模与仿真，智能交通系统标准等；



Copyright ? 2019 西南交通大学. All Rights Reserved.蜀ICP备**号
地址：中国四川省成都市高新区西部园区西南交通大学
川公网安备061号
技术支持：信息化与网络管理处

---

个人信息Personal Information 教师英文名称： liaoshaoyi
电子邮箱： liaoshaoyi@home.swjtu.edu.cn

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当前位置： 中文主页 >> 科学研究
研究领域
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论文成果
近年来的主要论文：
[1] DY Lu, QD Li, Stephen Liao “A Graph-based Action Network Framework to Identify Prestigious Members through Member's Prestige Evolution” , Decision Support Systems, accepted for publication, December 2011


[2] Jaidong Zhang, Jin Xu, Liao, Stephen Shaoyi Liao. Sampling methods for summarizing unordered vehicle-to-vehicle data streams. Transportation Research Part C: Emerging Technologies, available online 29 December 2011.


[3] Kaiquan Xu, Stephen Shaoyi Liao, Jiexun Li and Yuxia Song. Mining comparative opinions from customer reviews for competitive intelligence. Decision Support Systems, 2011, 50(4): 743-754
[4] Lau, R.Y.K., Liao, S.S., Kwok, R.C.W., Xu, K., Xia, Y., Li, Y. "Text Mining and Probabilistic Language Modeling for Online Review Spam Detection", ACM Transactions on Management Information Systems, accepted for publication, Sept 2011
[5] S. Wang, K.Xu, L. Liu, B. Fang, S. Liao and H. Wang “An ontology based framework for mining dependence relationships between news and financial instruments” Expert Systems with Applications, vol 38 issue 10, September 2011
[6] Heng Tang, Stephen Liao and Sherry Sun “A Prediction Framework Based on Multidimensional Context Data to Support Mobile Personalized Marketing” Decision Support Systems, conditional accepted, June 2011
[7] Kaiquan Xu, Wei Wang, Jimmy Ren, Jin Xu, Long Liu, and Stephen Liao. Classifying Consumer Comparison Opinions to Uncover Product Strengths and Weaknesses. International Journal of Intelligent Information Technologies (IJIIT), 2011,Vol.7, No.1, pp1-14
[8] Junping Qian, Xia Li, Stephen Liao and Anthony Yeh “Applying an anomaly detection Algorithm for short term land use and land cover change detection using time series SAR image” GIScience & Remote Sensing, 47, No.3 p379-397 2010
[9] Wende Yi and Stephen Liao “Statistical Properties of parametric estimators of Markov chain vector based on Copula model”, Journal of Statistical Planning and inference, 140 (2010) 1465-1480
[10] Heng Tang, Stephen Shaoyi Liao. Discovering original motifs with different lengths from time series. Knowledge-based Systems, 2008, 21: 666-671
[11] David Jingjun Xu, Stephen Liao, Qiudan Li. Combining empirical experimentation and modeling techniques: a design research approach for personalized mobile advertising applications. Decision Support System, 2008, 44(3):710-724
[12] Stephen Shaoyi Liao, Huaiqing Wang, Qiudan Li and Weiyi Liu. A functional dependencies-based bayesian networks learning method and its application in a mobile commerce system. IEEE Transactions on Systems, Man and Cybernetics (Part B), 2006, 36(3): 660-671
[13] Lejian Liao, Kaiquan Xu, Stephen Shaoyi Liao. Constructing intelligent and open mobile commerce using a semantic web approach. Journal of Information Science, 2005, 3(5): 407-420
[14] Stephen Shaoyi Liao, Qiudan Li, David Jingjun Xu. A Bayesian network-based framework for personalization in mobile commerce applications. Communications of the Association for Information Systems, 2005,15, 494-511
[15] Stephen Shaoyi Liao, Tony Heng Tang, Weiyi Liu. Finding relevant sequences in time series containing crisp, interval and fuzzy interval data. IEEE Trans. on Systems, Man and Cybernetics (Part B), 2004, 34(5): 2071-2079
[16] Stephen Shaoyi Liao, Joy Wei He, Tony Heng Tang. A knowledge management framework for context information management. Journal of Information Science, 2004, 30: 540-549
[17] Zicai Li, Huaiqing Wang, Stephen Shaoyi Liao. Numerical algorithms for image geometric transformations and applications. IEEE Trans. on Systems, Man and Cybernetics (Part B), 2004, 34(1): 132-149
[18] Changjun Jiang, Huaiqing Wang, Stephen Shaoyi Liao. Behavior relativity of Petri nets. Journal of Computer Science and Technology , 2002, 17(6): 770-780
[19] Stephen Shaoyi Liao, Huaiqing Wang, Lejian Liao. An extended formalism to constraint logic programming for decision analysis. Knowledge Based Systems, 2002, 15: 189-202
[20] Huaiqing Wang, Stephen Shaoyi Liao, Lejian Liao. Modeling constraint-based negotiating agents. Decision Support Systems, 2002, 33: 201-217
[21] Huaiqing Wang, John Mylopoulos, Stephen Shaoyi Liao. Intelligent agents for financial monitoring systems. Communications of ACM, 2002,45(3): 83-88
[22] John Mylopoulos, Lawrence Chung, Stephen Shaoyi Liao, Huaiqing Wang and Eric Yu. Exploring alternatives during requirements analysis. IEEE Software, 2001, 18(1): 92-96
[23] Huaiqing Wang, Changjun Jiang, Stephen Shaoyi Liao. Concurrent reasoning of fuzzy logical petri nets based on multi-task schedule. IEEE Transactions on Fuzzy Systems, 2001, 9(3): 444-450




专利
暂无内容

著作成果
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科研项目
近几年的科研项目有：
（1）网络环境下服务参与者行为和服务策略研究，国家自然科学基金重大项目，2011-2013，**，智能交通方向负责人
（2）Draft for Intelligent Transportation Systems Architecture and Standards of Hong Kong, Transport Department of Hong Kong SAR government, 2011-2015, SUB-CONSULTANT of Agreement No. CE1/2011 (TT): Traffic Incident Management System, Principal Investigator
（3）Intelligent Transportation Systems: Vehicle-to-Vehicle-based Mobile-Vehicle integration technology and Applications, Hong Kong Innovation & Technology Commission, Hong Kong SAR government, 2010~2012, HKD4,100,000, Innovation & Technology Funds Project Reference: ITP/036/10AP, Principal Investigator
（4）A technological platform for traffic information collection and integration, Hong Kong Innovation & Technology Commission, Hong Kong SAR government, 2009~2011, HKD3,349,180, Innovation & Technology Funds Project Reference: ITP/039/09AP, Principal Investigator
（5）Intelligent transportation system: mobile vehicle technology application, Hong Kong Innovation & Technology Commission, Hong Kong SAR government, 2009~2010, HKD3,352,529, Innovation & Technology Funds Project Reference: ITP/021/09AP, Principal Investigator
（6）智能交通系统：公共交通车辆安全与信息服务系统，香港创新科技基金资助项目，项目号ITP/037/10AI，2011年3月~2012年4月，主持
（7）公共交通安全与信息服务智能交通系统原型的道路实践，香港创新科技基金资助项目，项目号ITP/033/10AP，2011年4月~2011年9月，主持
（8）客货车的先进安全系统，香港创新科技基金资助项目，项目号GHP/056/08AP，2009年4月~2010年9月，主持
（9）A Distributed Mobile Recommendation Framework - A Privacy-protected and Adaptive Solution, SRG-Fd **,2008~2010, Principal Investigator
（10）To Provide Personalized Services in Mobile Commerce using Distributed Bayesian Networks, RGC CERG Grant **, 2007~2009, Principal Investigator








Copyright ? 2019 西南交通大学. All Rights Reserved.蜀ICP备**号
地址：中国四川省成都市高新区西部园区西南交通大学
川公网安备061号
技术支持：信息化与网络管理处

---

个人信息Personal Information 教师英文名称： liaoshaoyi
电子邮箱： liaoshaoyi@home.swjtu.edu.cn

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研究领域 当前位置： 中文主页 >> 科学研究 >> 研究领域






Copyright ? 2019 西南交通大学. All Rights Reserved.蜀ICP备**号
地址：中国四川省成都市高新区西部园区西南交通大学
川公网安备061号
技术支持：信息化与网络管理处

---

个人信息Personal Information 教师英文名称： liaoshaoyi
电子邮箱： liaoshaoyi@home.swjtu.edu.cn

扫描关注




论文成果 当前位置： 中文主页 >> 科学研究 >> 论文成果
近年来的主要论文：
[1] DY Lu, QD Li, Stephen Liao “A Graph-based Action Network Framework to Identify Prestigious Members through Member's Prestige Evolution” , Decision Support Systems, accepted for publication, December 2011


[2] Jaidong Zhang, Jin Xu, Liao, Stephen Shaoyi Liao. Sampling methods for summarizing unordered vehicle-to-vehicle data streams. Transportation Research Part C: Emerging Technologies, available online 29 December 2011.


[3] Kaiquan Xu, Stephen Shaoyi Liao, Jiexun Li and Yuxia Song. Mining comparative opinions from customer reviews for competitive intelligence. Decision Support Systems, 2011, 50(4): 743-754
[4] Lau, R.Y.K., Liao, S.S., Kwok, R.C.W., Xu, K., Xia, Y., Li, Y. "Text Mining and Probabilistic Language Modeling for Online Review Spam Detection", ACM Transactions on Management Information Systems, accepted for publication, Sept 2011
[5] S. Wang, K.Xu, L. Liu, B. Fang, S. Liao and H. Wang “An ontology based framework for mining dependence relationships between news and financial instruments” Expert Systems with Applications, vol 38 issue 10, September 2011
[6] Heng Tang, Stephen Liao and Sherry Sun “A Prediction Framework Based on Multidimensional Context Data to Support Mobile Personalized Marketing” Decision Support Systems, conditional accepted, June 2011
[7] Kaiquan Xu, Wei Wang, Jimmy Ren, Jin Xu, Long Liu, and Stephen Liao. Classifying Consumer Comparison Opinions to Uncover Product Strengths and Weaknesses. International Journal of Intelligent Information Technologies (IJIIT), 2011,Vol.7, No.1, pp1-14
[8] Junping Qian, Xia Li, Stephen Liao and Anthony Yeh “Applying an anomaly detection Algorithm for short term land use and land cover change detection using time series SAR image” GIScience & Remote Sensing, 47, No.3 p379-397 2010
[9] Wende Yi and Stephen Liao “Statistical Properties of parametric estimators of Markov chain vector based on Copula model”, Journal of Statistical Planning and inference, 140 (2010) 1465-1480
[10] Heng Tang, Stephen Shaoyi Liao. Discovering original motifs with different lengths from time series. Knowledge-based Systems, 2008, 21: 666-671
[11] David Jingjun Xu, Stephen Liao, Qiudan Li. Combining empirical experimentation and modeling techniques: a design research approach for personalized mobile advertising applications. Decision Support System, 2008, 44(3):710-724
[12] Stephen Shaoyi Liao, Huaiqing Wang, Qiudan Li and Weiyi Liu. A functional dependencies-based bayesian networks learning method and its application in a mobile commerce system. IEEE Transactions on Systems, Man and Cybernetics (Part B), 2006, 36(3): 660-671
[13] Lejian Liao, Kaiquan Xu, Stephen Shaoyi Liao. Constructing intelligent and open mobile commerce using a semantic web approach. Journal of Information Science, 2005, 3(5): 407-420
[14] Stephen Shaoyi Liao, Qiudan Li, David Jingjun Xu. A Bayesian network-based framework for personalization in mobile commerce applications. Communications of the Association for Information Systems, 2005,15, 494-511
[15] Stephen Shaoyi Liao, Tony Heng Tang, Weiyi Liu. Finding relevant sequences in time series containing crisp, interval and fuzzy interval data. IEEE Trans. on Systems, Man and Cybernetics (Part B), 2004, 34(5): 2071-2079
[16] Stephen Shaoyi Liao, Joy Wei He, Tony Heng Tang. A knowledge management framework for context information management. Journal of Information Science, 2004, 30: 540-549
[17] Zicai Li, Huaiqing Wang, Stephen Shaoyi Liao. Numerical algorithms for image geometric transformations and applications. IEEE Trans. on Systems, Man and Cybernetics (Part B), 2004, 34(1): 132-149
[18] Changjun Jiang, Huaiqing Wang, Stephen Shaoyi Liao. Behavior relativity of Petri nets. Journal of Computer Science and Technology , 2002, 17(6): 770-780
[19] Stephen Shaoyi Liao, Huaiqing Wang, Lejian Liao. An extended formalism to constraint logic programming for decision analysis. Knowledge Based Systems, 2002, 15: 189-202
[20] Huaiqing Wang, Stephen Shaoyi Liao, Lejian Liao. Modeling constraint-based negotiating agents. Decision Support Systems, 2002, 33: 201-217
[21] Huaiqing Wang, John Mylopoulos, Stephen Shaoyi Liao. Intelligent agents for financial monitoring systems. Communications of ACM, 2002,45(3): 83-88
[22] John Mylopoulos, Lawrence Chung, Stephen Shaoyi Liao, Huaiqing Wang and Eric Yu. Exploring alternatives during requirements analysis. IEEE Software, 2001, 18(1): 92-96
[23] Huaiqing Wang, Changjun Jiang, Stephen Shaoyi Liao. Concurrent reasoning of fuzzy logical petri nets based on multi-task schedule. IEEE Transactions on Fuzzy Systems, 2001, 9(3): 444-450








Copyright ? 2019 西南交通大学. All Rights Reserved.蜀ICP备**号
地址：中国四川省成都市高新区西部园区西南交通大学
川公网安备061号
技术支持：信息化与网络管理处

---

个人信息Personal Information 教师英文名称： liaoshaoyi
电子邮箱： liaoshaoyi@home.swjtu.edu.cn

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专利 当前位置： 中文主页 >> 科学研究 >> 专利
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Copyright ? 2019 西南交通大学. All Rights Reserved.蜀ICP备**号
地址：中国四川省成都市高新区西部园区西南交通大学
川公网安备061号
技术支持：信息化与网络管理处

---

个人信息Personal Information 教师英文名称： liaoshaoyi
电子邮箱： liaoshaoyi@home.swjtu.edu.cn

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著作成果 当前位置： 中文主页 >> 科学研究 >> 著作成果
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Copyright ? 2019 西南交通大学. All Rights Reserved.蜀ICP备**号
地址：中国四川省成都市高新区西部园区西南交通大学
川公网安备061号
技术支持：信息化与网络管理处

---

个人信息Personal Information 教师英文名称： liaoshaoyi
电子邮箱： liaoshaoyi@home.swjtu.edu.cn

扫描关注




科研项目 当前位置： 中文主页 >> 科学研究 >> 科研项目
近几年的科研项目有：
（1）网络环境下服务参与者行为和服务策略研究，国家自然科学基金重大项目，2011-2013，**，智能交通方向负责人
（2）Draft for Intelligent Transportation Systems Architecture and Standards of Hong Kong, Transport Department of Hong Kong SAR government, 2011-2015, SUB-CONSULTANT of Agreement No. CE1/2011 (TT): Traffic Incident Management System, Principal Investigator
（3）Intelligent Transportation Systems: Vehicle-to-Vehicle-based Mobile-Vehicle integration technology and Applications, Hong Kong Innovation & Technology Commission, Hong Kong SAR government, 2010~2012, HKD4,100,000, Innovation & Technology Funds Project Reference: ITP/036/10AP, Principal Investigator
（4）A technological platform for traffic information collection and integration, Hong Kong Innovation & Technology Commission, Hong Kong SAR government, 2009~2011, HKD3,349,180, Innovation & Technology Funds Project Reference: ITP/039/09AP, Principal Investigator
（5）Intelligent transportation system: mobile vehicle technology application, Hong Kong Innovation & Technology Commission, Hong Kong SAR government, 2009~2010, HKD3,352,529, Innovation & Technology Funds Project Reference: ITP/021/09AP, Principal Investigator
（6）智能交通系统：公共交通车辆安全与信息服务系统，香港创新科技基金资助项目，项目号ITP/037/10AI，2011年3月~2012年4月，主持
（7）公共交通安全与信息服务智能交通系统原型的道路实践，香港创新科技基金资助项目，项目号ITP/033/10AP，2011年4月~2011年9月，主持
（8）客货车的先进安全系统，香港创新科技基金资助项目，项目号GHP/056/08AP，2009年4月~2010年9月，主持
（9）A Distributed Mobile Recommendation Framework - A Privacy-protected and Adaptive Solution, SRG-Fd **,2008~2010, Principal Investigator
（10）To Provide Personalized Services in Mobile Commerce using Distributed Bayesian Networks, RGC CERG Grant **, 2007~2009, Principal Investigator








Copyright ? 2019 西南交通大学. All Rights Reserved.蜀ICP备**号
地址：中国四川省成都市高新区西部园区西南交通大学
川公网安备061号
技术支持：信息化与网络管理处

---

个人信息Personal Information 教师英文名称： liaoshaoyi
电子邮箱： liaoshaoyi@home.swjtu.edu.cn

扫描关注




当前位置： 中文主页 >> 教学工作
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Copyright ? 2019 西南交通大学. All Rights Reserved.蜀ICP备**号
地址：中国四川省成都市高新区西部园区西南交通大学
川公网安备061号
技术支持：信息化与网络管理处