个人简历

主要研究方向

主要讲授课程

获奖情况

主要论著

个人简历

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与分布智能专业委员会副主任委员、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ICTAI 2006、ICTAI 2007、AIRS2009、AIRS2010、KDD2010等30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20多项科研项目，其中包括4项国家自然科学基金项目、1项国家自然科学重点项目（第2承担单位）、1项863计划项目、1项教育部博士点基金项目、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，以及与微软亚洲研究院、诺基亚、阿里巴巴、华为科技公司等的合作项目等。在国内外重要学术期刊Theoretical Computer Science、WWW Journal、Information Processing and Management 和数据挖掘领域重要国际学术会议KDD、WWW、SIGIR、ICDM、CIKM等上发表学术论文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

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。

主要论著

近年来主要论著：

[01] Ye Fan, Li Qing, Chen Enhong. Benefit based Cache Data Placement and Update for Mobile Peer to Peer Networks, World Wide Web Journal, accepted.

[02] Tengfei Bao, Happia Cao, Enhong Chen, Jilei Tian, and Hui Xiong,An Unsupervised Approach to Modeling Personalized Contexts of Mobile Users, ICDM2010, accepted.

[03] Enhong Chen, Yanggang Lin, Hui Xiong, Qiming Luo, and Haiping Ma, Exploiting Probabilistic Topic Models to Improve Text Categorization under Class Imbalance, Information Processing and Management, Elsevier, accepted.

[04] Huanhuan Cao, Tengfei Bao, Qiang Yang, Enhong Chen, Jilei Tian. An Effective Approach for Mining Mobile User Habits, ACM CIKM 2010.

[05] Qi Liu,Enhong Chen,Hui Xiong and Chris Ding.Exploiting User Interests for Collaborative Filtering:Interests Expansion via Personalized Ranking, ACM CIKM 2010.

[06] Lei Zhang, Guiquan Liu, Xuechen Zhang, Song Jiang and Enhong Chen. Storage Device Performance Prediction with Selective Bagging Classification and Regression Tree. IFIP NPC 2010.

[07] Yi Zheng, Qifeng Dai, Qiming Luo, Enhong Chen. Hedge Classification with Syntactic Dependency Features based on an Ensemble Classifier, in the 14th Conference on Computational Natural Language Learning (CoNLL 2010).

[08] Wanyong Tian; Minming Li; Enhong Chen. Energy Optimal Schedules for Jobs with Multiple Active Intervals, Theoretical Computer Science 411(3), 672-676, 2010.

[09] Biao Xiang，Daxin Jiang, Jian Pei, Xiaohui Sun, Enhong Chen, Hang Li. Context-Aware Ranking in Web Search, ACM SIGIR 2010.

[10] Huanhuan Cao, Enhong Chen, Jie Yang, Hui Xiong. Enhancing Recommender Systems under Volatile User Interest Drifts, ACM CIKM 2009.

[11] Qifeng Dai, Enhong Chen and Liu Shi. An Iterative Approach for Joint Dependency Parsing and Semantic Role, in the 13th Conference on Computational Natural Language Learning (CoNLL 2009), Boulder, CO, USA, June 4-5, 2009.

[12] Weiwei Wu, Minming Li and Enhong Chen. Optimal tree structures for group key tree management considering insertion and deletion cost, Theoretical Computer Science 410(27-29), 2619-2631, 2009.

[13] Huanhuan Cao, Derek Hao Hu, Dou Shen, Daxin Jiang, Jian-Tao Sun, Enhong Chen, Qiang Yang,Context-Aware Query Classification, ACM SIGIR 2009.

[14] 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.

[15] 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.

[16] 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.

[17] 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”).

[18] 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).

[19] 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)

[20] Fan Ye , Qing Li, EnHong Chen, Adaptive Caching with Heterogeneous Devices in Mobile Peer to Peer Network, ACM SAC'08.

[21] 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.

[22] Tieyun Qian, Hui Xiong, Yuanzhen Wang, Enhong Chen, On the Strength of Hyperclique Patterns for Text Categorization, Information Sciences, 177(19):4040-4058, 2007.

[23] 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.

[24] 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.

[25] 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.

[26] 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.

[27] Tak-Lam Wong, Wai Lam, Enhong Chen, Automatic Domain Ontology Generation from Web Sites, Journal of Integrated Design and Process Science, 9(3), 2005.