陈恩红

陈恩红 联系电话:(0551)3601558 E-mail: cheneh@ustc.edu.cn 个人简介： 教 授 陈恩红，1968年7月生，博士，教授，博导，IEEE 高级会员（Senior Member）。1996年获中国科学技术大学计算机软件专业博士学位。2005年入选教育部新世纪优秀人才支持计划。现任中国科学技术大学计算机科学与技术学院副院长，多媒体计算与通信教育部-微软重点实验室副主任,中国人工智能学会知识工程专委会、机器学习专委会委员，中国计算机学会人工智能与模式识别专委会委员。担任了20余个国际学术会议的程序委员等。作为项目主要成员，参与过包括国家自然科学基金、863、973计划等多个项目。作为项目负责人，承担了近20项科研项目，其中包括3项国家自然科学基金项目、1项863计划项目、2项教育部科技发展中心专项课题、2项安徽省自然科学基金项目、2项微软亚洲研究院项目、3项华为科技公司项目等。在国内外学术刊物和国际学术会议上发表学术论文90余篇，其中，在数据挖掘的国际顶级会议KDD2008上的论文获最佳应用论文奖（Best Application Paper Award）。 主要研究方向：语义Web、 机器学习与数据挖掘、网络信息处理、约束满足问题 主要讲授课程：硕士生课程：机器学习与知识发现、高级人工智能 本科生课程：人工智能基础、数理逻辑等 国际学术会议任职: 1．PC Member of International Workshop on Regulated Agent-Based Social Systems: Theories and Applications (RASTA'02), Germany. 2．PC Member of the Second German Conference on Multi Agent Technologies (2004), Germany. 3．PC Co-chair of IEEE Symposium of Multimedia 2005 (ISM 2005), Irvine, California. 4．PC Vice Co-Chair of the 8th World Conference of Integrated Design & Process Technology (IDPT 2005), Beijing. 5．PC Member of the 1st Asian Semantic Web Conference (ASWC 2006), Beijing. 6. PC Member of International Conference on Computational Intelligence and Security (CIS 2006)，Guangzhou. 7．PC Member of the 5th International Conference on Web-based Learning (ICWL2006), Penang, Malaysia. 8．PC Member of the 6th International Conference on Simulated Evolution And Learning (SEAL 2006), Hefei. 9．PC Member of the 7th International Conference on Web Information Systems Engineering (WISE 2006), Wuhan. 10. PC Member of IADIS Internatinal Conference on Web Based Communities (WBC 2006), San Sebastian, Spain. 11. PC Member of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), Washington D.C. 12. PC Member of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), Patras, Greece. 13. PC Member of IADIS International Conference of Web Based Communities (WBC 2007), Salamanca, Spain. 14. PC Member of International Conference on Machine Learning and Cybernetics (ICMLC 2007), Hong Kong. 15. Local Organization Committee Chair of the Second International Conference on Scalable Information Systems (INFOSCALE 2007), Suzhou, China. 16. Special Session Co-Chairs of First IEEE International Conference on Semantic Computing (IEEE-ICSC 2007), Irvine, California. 17. PC Member of International Conference on Computational Intelligence and Security (CIS 2007), Harbin, China. 18. PC Member of the 2008 International Conference on Intelligent Systems and Knowledge Engineering (ISKE2008), Xiamen, China. 19. PC Member of IADIS International Conference of Web Based Communities (WBC 2008), Salamanca, Spain. 20. PC Member of International Conference on Machine Learning and Cybernetics (ICMLC 2008), Kunming, China. 21. PC Member of International Conference on Computational Intelligence and Security (CIS 2008)，Suzhou, China. 22. PC Member of the 3rd Asian Semantic Web Conference (ASWC 2008), Thailand. 获奖情况： 1995年获中国科学院院长奖学金优秀奖，1996年获中国科学技术大学惠普信息科学青年教师奖，2000年获王宽诚育才奖、安徽省科技进步二等奖 ，2004年获安徽省科技进步三等奖、中国科技大学优秀教学成果二等奖，2005年入选教育部新世纪优秀人才支持计划，2006年获王宽诚育才奖一等奖。 近年来主要论著： [1] Huanhuan Cao, Derek Hao Hu, Dou Shen, Daxin Jiang, Jian-Tao Sun, Enhong Chen, Qiang Yang,Context-Aware Query Classification, SIGIR2009, Accepted. [2] Weiwei Wu, Minming Li and Enhong Chen. Optimal Tree Structures for Group Key Tree Management Considering Insertion and Deletion Cost, Theoretical Computer Science (TCS), accepted, 2009 [3] Huanhuan Cao, Daxin Jiang, Jian Pei, Enhong Chen, Hang Li. Towards Context-Aware Search by Learning A Very Large Variable Length Hidden Markov Model from Search Logs, WWW 2009, accepted. [4] Weiwei Wu, Minming Li and Enhong Chen. Optimal Key Tree Structure for Deleting Two or More Leaves，in the 19th International Symposium on Algorithms and Computation (ISAAC 2008), Gold Coast, Australia, 2008. [5] Enhong Chen, Liu Shi and Dawei Hu. Probabilistic Model for Syntactic and Semantic Dependency Parsing, in the 12th Conference on Computational Natural Language Learning (CoNLL 2008), Manchester, UK, August 16-17, 2008. [6] Huanhuan Cao, Daxin Jiang, Jian Pei, Qi He, Zhen Liao, Enhong Chen, Hang Li, Context-Aware Query Suggestion by Mining Click-Through and Session Data, in the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008, 获最佳应用论文奖“Best Application Paper Award”). [7] Xiaojun Quan, Enhong Chen, Qiming Luo, Hui Xiong, Adaptive Label-Driven Scaling for Latent Semantic Indexing, In the 31st Annual International ACM SIGIR Conference (ACM SIGIR 2008). [8] Weiwei Wu, Minming Li and Enhong Chen, “Optimal Tree Structures for Group Key Tree Management Considering Insertion and Deletion Cost,”, The Fourteenth Annual International Computing and Combinatorics Conference, June 27-29, Dalian, China (COCOON'08) [9] Fan Ye , Qing Li, EnHong Chen, Adaptive Caching with Heterogeneous Devices in Mobile Peer to Peer Network, ACM SAC'08. [10] Enhong Chen, Huanhuan Cao, Qing Li, Tieyun Qian, Efficient Strategies for Tough Aggregate Constraint Based Sequential Pattern Mining, Information Sciences, 178(6):1498-1518, 2008. [11] Tieyun Qian, Hui Xiong, Yuanzhen Wang, Enhong Chen, On the Strength of Hyperclique Patterns for Text Categorization, Information Sciences, 177(19):4040-4058, 2007. [12] Tieyun Qian, Hui Xiong, Yuanzhen Wang, Enhong Chen, Adapting Association Patterns for Text Categorization: Weakness and enhancements, ACM Conference on information and Knowledge Management (ACM CIKM 2006), pp.782-783, 2006. [13]Enhong Chen, Shu Wang, Phillip C-y Sheu, A Novel Approach of Table Detection and Analysis for Semantic Annotation, International Journal on Artificial Intelligence Tools, No.6, 2006. [14]Enhong Chen, Xujia Chen, Phillip C.-Y. Sheu, Tieyun Qian, An Evolutionary Computational Method for N-Connection Subgraph Discovery, The 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 169-178, 2006. [15]Min Li, Enhong Chen, Phillip C-y SHEU. A Chord-based Novel Mobile Peer-to-Peer File Sharing Protocol, APWeb'06, Lecture Notes in Computer Science, 3841: 806-811. [16]Tak-Lam Wong, Wai Lam, Enhong Chen, Automatic Domain Ontology Generation from Web Sites, Journal of Integrated Design and Process Science, 9(3), 2005. [17]Chen Enhong, Tongshu Li, Wang Shu, Phillip C-y Sheu. A General Effective Framework for Monotony and Tough Constraint Based Sequential Pattern Mining, DaWak'05, Lecture Notes in Computer Science 3589: 458-467. [18]Zhang Zhenya, Chen Enhong, Wang Jin, Wang Xufa. 2004. An approach to enable personalization recommendation for text information retrieval, APWeb'04, Lecture Notes in Computer Science 3007, Springer, 598-607. [19]Wang Qi, Chen Enhong, Wang Shu, Efficient incremental pattern mining from semi-structured dataset, APWeb'04, Lecture Notes in Computer Science 3007, Springer, 211-216.