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一、基本信息
姓名: 沈一栋
职务:
职称: 研究员
性别:
联系电话: 010- 62661617
电子邮件: ydshen(at)ios.ac.cn
所在部门: 计算机科学国家重点实验室
通讯地址: 北京中关村南四街4号(北京8718信箱)
邮政编码: 100190
个人主页: http://lcs.ios.ac.cn/~ydshen/
二、目前主要研究方向及简介
研究方向:数据挖掘,形式化方法(招收数据挖掘,语义Web研究博士后)

主要研究数据挖掘(如 Association, Classification, Clustering 和 Relational Data Mining),人工智能(如 Bayesian Networks 和 Semantic Web)以及逻辑程序设计的理论、方法、系统及应用。在软件形式化方面,探讨用逻辑程序理论进行模型验证。
三、学习经历
1991年获重庆大学计算机科学博士学位
1986年获重庆大学计算机科学硕士学位
1980年重庆大学计算机系专科毕业
四、工作经历
2002 至今: 中科院软件所计算机科学国家重点实验室研究员
1993-2002: 重庆大学计算机系教授
1992-1993法国Valenciennes理工学院博士后
1995-1996美国Maryland大学高级计算机研究所访问学者
1998-2002加拿大Alberta大学和Simon Fraser大学计算机系访问教授
1998年入选国家人事部百千万人才工程第一、二层次人选
1999年入选教育部跨世纪优秀人才培养计划
五、社会兼职
中国科学院研究生院兼职教授
六、研究成果与获奖情况
在人工智能、逻辑程序设计、数据挖掘等领域取得了有意义的研究结果,完成多项国家自然科学基金课题。与童頫教授合作的专著《知识工程》(科学出版社出版)获1996年电子工业部优秀教材一等奖,在国内外重要学术期刊和国际会议发表论文多篇。是在《ACM Transactions on Computational Logic》和《Theory and Practice of Logic Programming》(新的国际逻辑程序设计协会会刊)上发表论文的第一位中国学者,是上述刊物以及《ACM Transactions on Programming Languages and Systems》和《Theoretical Computer Science》等刊物的审稿人。
七、代表论著
Shen, Y. D. (2008) Reasoning with Recursive Loops under the PLP Framework. ACM Transactions on Computational Logic 9(4):27:1-31.

Du, J. F. and Shen, Y. D. (2008) Computing Minimum Cost Diagnoses to Repair Populated DL-based Ontologies. The Seventeenth International World Wide Web Conference (WWW-08), Beijing, China, April 2008.

Zhou, N. F., Sato, T. and Shen, Y. D. (2008) Linear Tabling Strategies and Optimizations. Theory and Practice of Logic Programming 8(1):81-109.

Sun, J., Shen, Z. Y., Li, H., and Shen, Y. D. (2008) Clustering Via Local Regression. The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-08), Antwerp, Belgium, September 2008.

Sun, J., Zhao, W. B., Xue, J. W., Shen, Z. Y., and Shen, Y. D. (2008) Clustering with Feature Order Preferences . The Tenth Pacific Rim International Conference on Artificial Intelligence (PRICAI-08) , Hanoi, Vietnam, December 2008 (Best Student Paper Runner-Up Award).

Shen, Z. Y., Sun, J., and Shen, Y. D. (2008) Collective Latent Dirichlet Allocation. The Eighth IEEE International Conference on Data Mining (ICDM-08) , Pisa, Italy, December 2008.

Shen, Y. D. and You, J. H. (2007) A Generalized Gelfond-Lifschitz Transformation for Logic Programs with Abstract Constraints. The Twenty-Second AAAI Conference on Artificial Intelligence (AAAI-07), Vancouver, Canada, July 2007.

You, J. H., Yuan, L. Y., Liu, G. H. and Shen, Y. D. (2007) Logic Programs with Abstract Constraints: Representation, Disjunction, and Complexities. The Ninth International Conference on Logic Programming and Nonmonotonic Reasoning (LPNMR-07) , Arizona, USA, May 2007.

Shen, Y. D. and Yang, Q. (2005) Deriving a Stationary Dynamic Bayesian Network from a Logic Program with Recursive Loops. The Fifteenth International Conference on Inductive Logic Programming (ILP-05), Bonn, Germany, August 2005.

Shen, Y. D., You, J. H. and Yuan, L. Y. (2004) Enhancing Global SLS-Resolution with Loop Cutting and Tabling Mechanisms. Theoretical Computer Science 328(3):271-287.

Shen, Y. D., Shen, Z. Y., Zhang, S. M. and Yang, Q. (2004) Cluster Cores-based Clustering for High Dimensional Data. The Fourth IEEE International Conference on Data Mining (ICDM-04), Brighton, UK, November 2004.

Zhou, N. F., Shen, Y. D. and Sato, T. (2004) Semi-naive Evaluation in Linear Tabling. The 6th ACM SIGPLAN International Conference on Principles and Practice of Declarative Programming (PPDP-04), Verona, Italy, August 2004.

Shen, Y. D., You, J. H. , Yuan, L. Y. Shen, S. P. and Yang, Q. (2003) A Dynamic Approach to Characterizing Termination of General Logic Programs. ACM Transactions on Computational Logic 4(4):417-430.

Chan, R., Yang, Q. and Shen, Y. D. (2003) Mining High Utility Itemsets. The Third IEEE International Conference on Data Mining (ICDM-03), Florida, USA, November 2003.

Shen, Y. D., Yang, Q. and Zhang, Z., Objective-Oriented Utility-Based Association Mining. The Second IEEE International Conference on Data Mining (ICDM-02), Maebashi City, Japan, December, 2002.

Shen, Y.D., Yuan, L.Y., You, J.H., SLT-resolution for the well founded semantics. Journal of Automated Reasoning 28:53-87 (2002).

Shen, Y.D., Yuan, L.Y., You, J.H., Loop checks for logic programs with functions. Theoretical Computer Science 266(1-2):441-461 (2001).

Shen, Y.D., Yuan, L.Y., You, J.H., Zhou, N.F., Linear tabulated resolution based on Prolog control strategy. Theory and Practice of Logic Programming 1(1):71-103 (2001).

Zhou, N.F., Shen, Y.D., Yuan, L.Y., You, J.H., Implementation of linear-tabling mechanisms. Journal of Functional and Logic Programming 10:1-17 (2001).

Shen, Y.D., Yuan, L.Y., You, J.H., Zhou, N.F., Linear tabulated resolution for the well founded semantics. Proc. of the 5th International Conference on Logic Programming and Nonmonotonic Reasoning (LPNMR-99), Texas USA, December 1999.

Shen, Y.D., An extended variant of atoms loop check for positive logic programs. New Generation Computing 15:2 (1997).

Shen, Y.D., Verifying local stratifiability of logic programs and databases II. New Generation Computing 14:3 (1996).

Shen, Y.D., Verifying local stratifiability of logic programs and databases. New Generation Computing 11:1 (1992).

Shen, Y.D., Disjunctive logic and semantics of disjunctive logic programs. Science in China Series E, 40:1 (1997).

Shen, Y.D., A heuristic extension to Reiter's diagnostic theory. Science in China Series E, 40:5 (1997).

Shen, Y.D., On the completed database semantics for negation. Science in China Series A, 35:12 (1992).

童頫,沈一栋, 知识工程,《科学出版社》,1992。
   
 
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