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Faculty CV 教师简历 LIU Hongyan Ph.D., Associate Professor 刘红岩

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Faculty CV 教师简历 LIU Hongyan Ph.D., Associate Professor 刘红岩 Faculty CV 教师简历 LIU Hongyan Ph.D., Associate Professor 刘红岩 博士，副教授 Department of Management Science and Engineering 中国 北京（100084） School of Economics and Management, Tsinghua University 清华大学经济与管理学院 Beijing 100084, China 管理科学与工程系 Tel: 8610-6278-9961; Fax: 8610-6277-1647 电话：8610-6278-9961；传真：8610-6277-1647 [email protected] [email protected] Education 教育背景 2000 Ph.D. in Management Science and Engineering, 2000 清华大学经济管理学院管理科学与工程专业 管理 Tsinghua University, Beijing, China 学博士 Professional Experience 工作经历 2003-present Associate professor, Department of Management 2003-至今 清华大学经济管理学院管理科学与工程系 副教授 Science and Engineering, School of Economics and Management, Tsinghua University 2011 Spring Visiting Scholar, Department of Systems Engineering 2011 春 香港中文大学系统工程与工程管理系 学术访问 and Engineering Management, The Chinese University of Hong Kong, HK, China 2004-2005 Visiting Scholar, Department of Computer Science, 2004-2005 美国伊利诺伊大学(UIUC)计算机系 访问学者 University of Illinois at Urbana-Champaign (UIUC), U.S.A. 2002 Fall Visiting Scholar, Department of Computer Science, 2002 秋 香港科技大学计算机系 合作研究 Hong Kong University of Science and Technology, HK, China 2001 Fall Visiting Scholar, Department of Systems Engineering 2001 秋 香港中文大学系统工程与工程管理系 博士后合作 and Engineering Management, The Chinese University 研究 of Hong Kong, HK, China 1999 Fall Visiting Scholar, The Chinese University of Hong Kong, 1999 秋 香港中文大学商学院 访问学者 HK, China 1997-2003 Assistant professor, Department of Management Science 1997-2003 清华大学经济管理学院管理科学与工程系 讲师 and Engineering, School of Economics and Management, Tsinghua University 1994-1997 Lecturer, Department of Management Science and 1994-1997 清华大学经济管理学院管理科学与工程系 助教 Engineering, Tsinghua University Research Interests 主要研究领域 Business Intelligence, Data Mining, Data Warehouse, OLAP, Information 商务智能、数据挖掘、数据仓库、OLAP、信息系统、数据库 Systems, Database 1 Courses Taught 讲授课程 Principles of Database Systems, Application of Database, Business 数据库原理、数据库应用、商务智能、数据仓库与数据挖掘、数据结构、 Intelligence, Data warehouse and Data Mining, Data Structure, C C 语言 Programming Language. Professional Societies/Activities 学术兼职 2007.9-now：Advanced member of China Computer Federation 2007.9-至今：中国计算机学会高级会员 2008-now: Member of AIS, CNAIS,ACM, IEEE 2008-至今：AIS 会员，CNAIS 会员，ACM 会员，IEEE 会员 2010-now: Member of SIAM, SIGKDD 2010-至今: SIAM 会员, SIGKDD 会员 PC member: PAISI, ICIS2009 Associate Editor, CIKM, 程 序 委 员 会 委 员 : PAISI, ICIS2009 Associate Editor, CIKM, APWeb/WAIM, WISE, WISM, CSWIM, CNAIS, ICNC-FSKD. APWeb/WAIM, WISE, WISM, CSWIM, CNAIS, ICNC-FSKD. Journal reviewer：Decision Sciences, TKDE (IEEE Transaction on 国际期刊审稿人：Decision Sciences, TKDE (IEEE Transaction on Knowledge and Data Engineering), DSS (Decision Support Systems), Knowledge and Data Engineering), DSS (Decision Support Systems), DKE (the Data & Knowledge Engineering Journal), Information DKE (the Data & Knowledge Engineering Journal), Information Sciences, Informatics (An International Journal of Computing and Sciences, Informatics (An International Journal of Computing and Informatics), IEEE Transactions on Systems, Man and Cybernetics, Informatics), IEEE Transactions on Systems, Man and Cybernetics, Part A, Fuzzy Optimization and Decision Making. Part A, Fuzzy Optimization and Decision Making. Research Projects/Grants 科研项目/经费 1/2009-12/2011, Person-in-charge, “Found technology and application of 刘红岩, “基于数据挖掘的用户网上行为模式的发现技术与应用研 online user’s behavior patterns based on data mining”, National Natural 究”, [2009-1~2011-12], 国家自然科学基金面上项目 （70871068） Science Foundation of China (No. 70871068 ) 1/2005-12/2007, Person-in-charge, “Theory and Application of Friendly 刘红岩, “与信息系统紧密集成的友好的知识发现系统的理论与应用 Knowledge Discovery System Integrating Information System”, National 研究”, [2005-1~2007-12], 国家自然科学基金面上项目（70471006） Natural Science Foundation of China (No.70471006). 刘红岩，“新兴电子商务重大基础问题及关键技术研究”之 课题三“面 1/2009-12-2012 ， Person-in-charge, “Research on service-oriented 向服务的商务智能与知识管理方法研究”， [2009-1~2012-12]，国家自 business intelligence and knowledge management Methods”, National 然科学基金重大项目 Natural Science Foundation of China (No. 70890083). Honors and Awards 荣誉及奖项 2006 Best Teacher in charge of a class, School of Economics & 2006 年清华大学经济管理学院，优秀班主任 Management, Tsinghua University 2006 A paper is awarded as one of four “Best of SDM06” papers 2006 一篇论文被评为 SDM06 四篇最佳论文之一 2009 CSWIM Best Research Paper Award 2009 CSWIM 最佳研究论文奖 2009 ADMA Best Paper Award 2009 ADMA 最佳论文奖 2009 An Excellent Faculty 2009 年度先进工作者 2009 Best Teaching Award 2009 教学优秀二等奖 2010 SDM2010 Best Paper Award 2010 SDM2010 最佳论文奖 2011 Best Research Award 2010 科研工作先进二等奖 2 Patents 专利 1. A System and Method of Extracting English Phrases, China, No: ZL 1. 一种自动拆分英文复合词组的系统和方法,中国, 专利号：ZL 200910078791.9, 2011.1.5 200910078791.9, 2011.1.5 2. A System and Method of Measuring Link Similarity Based on Block 2. 一种在信息检索中基于图中的块结构来计算网页结构图中的链接相 Structure of Page Link Graph, China, No: ZL 200910078788.7, 似度的系统和方法,中国,专利号：ZL 200910078788.7, 2011.5.4 2011.5.4 一种数据库模式重构系统和方法 中国 专利号： 3. A System and Method of Reconstructing Database Schema, China, 3. , , ZL 200910078789.1, No: ZL 200910078789.1, 2011.3.20 2011.3.20 4. A Method of Measuring Document Similarity, China, No: ZL 4. 一种文档相似度衡量方法, 中国, 专利号：ZL 200910078785.3, 200910078785.3, 2011.3.20 2011.3.20 Publications 发表成果 Journal Articles 期刊论文 1. Yinghui Yang, Hongyan Liu and Yuanjue Cai, “'Discovery of Online 1. Yinghui Yang, Hongyan Liu and Yuanjue Cai, “'Discovery of Online Shopping Patterns Cross Web Sites”. INFORMS Journal On Shopping Patterns Cross Web Sites”. INFORMS Journal On Computing. (forthcoming) Computing. (forthcoming) 2. Yinghui Yang, Balaji Padmanabhan, Hongyan Liu and Xiaoyu Wang, 2. Yinghui Yang, Balaji Padmanabhan, Hongyan Liu and Xiaoyu Wang, “Discovery of Periodic Patterns in Sequence Data: A Variance Based “Discovery of Periodic Patterns in Sequence Data: A Variance Based Approach”. INFORMS Journal On Computing. Published online in Approach”. INFORMS Journal On Computing. Published online in Articles in Advance, May 17, 2011。 DOI: 10.1287/ijoc.1110.0457. Articles in Advance, May 17, 2011。 DOI: 10.1287/ijoc.1110.0457. 3. Zi Huang, Bo Hu, Hong Cheng, Heng Tao Shen, Hongyan Liu and 3. Zi Huang, Bo Hu, Hong Cheng, Heng Tao Shen, Hongyan Liu and Xiaofang Zhou. Mining Near-duplicate Graph for Cluster-based Xiaofang Zhou. Mining Near-duplicate Graph for Cluster-based Reranking of Web Video Search Results. ACM Transactions on Reranking of Web Video Search Results. ACM Transactions on Information Systems (TOIS). Volume 28 Issue 4, 2010. Information Systems (TOIS). Volume 28 Issue 4, 2010. 4. Hongyan Liu, Xiaoyu Wang, Yinghui Yang, Comments on “An 4. Hongyan Liu, Xiaoyu Wang, Yinghui Yang, Comments on “An Integrated Efficient Solution for Computing Frequent and Top-k Integrated Efficient Solution for Computing Frequent and Top-k Elements in Data Streams”, ACM Transactions on Database Systems Elements in Data Streams”, ACM Transactions on Database Systems (TODS), Volume 35, Issue 1. April, 2010. (TODS), Volume 35, Issue 1. April, 2010. 5. Hongyan Liu, Fangzhou Lin, Jun He, and Yunjue Cai. A New 5. Hongyan Liu, Fangzhou Lin, Jun He, and Yunjue Cai. A New Approach for the Sequential Pattern Mining of High dimensional Approach for the Sequential Pattern Mining of High dimensional Sequence Databases. Decision Support Systems. Volume 50, Issue 1, Sequence Databases. Decision Support Systems. Volume 50, Issue 1, December 2010, Pages 270-280. December 2010, Pages 270-280. 6. Jianwei Cui, Hongyan Liu, Pei Li, Jun He, Xiaoyong Du, Puwei Wang. 6. Jianwei Cui, Hongyan Liu, Pei Li, Jun He, Xiaoyong Du, Puwei Wang. TagClus: a Random Walk-Based Method for Tag Clustering. TagClus: a Random Walk-Based Method for Tag Clustering. Knowledge and Information Systems. Volume 27, Issue 2 (2011), Knowledge and Information Systems. Volume 27, Issue 2 (2011), Page 193. Page 193. 3 7. Hongyan Liu, Xiaoyu Wang, Jun He, Jiawei Han, Dong Xin, Zheng 7. Hongyan Liu, Xiaoyu Wang, Jun He, Jiawei Han, Dong Xin, Zheng Shao. Top-down mining of frequent closed patterns from very high Shao. Top-down mining of frequent closed patterns from very high dimensional data. Information Sciences, Volume 179, Issue 7, 15 dimensional data. Information Sciences, Volume 179, Issue 7, 15 March 2009, Pages 899-924. （SCI 2008 年 IF(影响因子)=3.095） March 2009, Pages 899-924. （SCI 2008 年 IF(影响因子)=3.095） 8. Guoqing Chen, Hongyan Liu et. al. A New Approach to Classification 8. Guoqing Chen, Hongyan Liu et. al. A New Approach to Classification Based on Association Rule Mining. Decision Support Systems. 42 Based on Association Rule Mining. Decision Support Systems. 42 (2006), p674-689. (2006), p674-689. 9. Hongyan Liu, Ying Lu, Jiawei Han, Jun He. Error-Adaptive and 9. Hongyan Liu, Ying Lu, Jiawei Han, Jun He. Error-Adaptive and Time-Aware Maintenance of Frequency Counts over Data Streams. Time-Aware Maintenance of Frequency Counts over Data Streams. Lecture Notes in Computer Science. Volume 4016. Springer. June 2006. Lecture Notes in Computer Science. Volume 4016. Springer. June 2006. p484-495. p484-495. 10. Hailiang Chen, Hongyan Liu, Jiawei Han, Xiaoxin Yin. Exploring 10. Hailiang Chen, Hongyan Liu, Jiawei Han, Xiaoxin Yin. Exploring Optimization of Semantic Relationship Graph for Multi-relational Optimization of Semantic Relationship Graph for Multi-relational Bayesian Classification. Decision Support Systems. Volume 48, Issue Bayesian Classification. Decision Support Systems. Volume 48, Issue 1 (2009). p112–121. 1 (2009). p112–121. 11. Jun He, Hongyan Liu, Bo Hu, and Xiaoyong Du. Selecting
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