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陈跃国 副教授

发布日期:2014-03-04  访问量:2656

    陈跃国,博士,副教授。2001年和2004年于清华大学分别获得本科及硕士学位,2009年在新加坡国立大学获得博士学位,现为中国人民大学数据工程与知识工程教育部重点实验室教授,硕士生导师。

    Yueguo CHEN, Ph.D, Professor. He obtained bachelor and master degrees from Tsinghua University in 2001 and 2004 respectively, and Ph.D degree from the National University of Singapore in 2009. He is currently an professor of Renmin University of China.


教育经历

2007-2009新加坡国立大学助研

2004-2009新加坡国立大学博士

1997-2004清华大学本科、硕士


工作经历

2009至今 中国人民大学数据工程与知识工程重点实验室

2010、2014 微软亚洲研究院青年访问学者


研究方向

大数据的人机交互技术、大数据实时分析系统、实体搜索、RDF数据管理


讲授课程

数据科学导论(2013-14秋季)、程序设计实践(2010-15春季)


对学生的培养要求

热爱计算机科学研究;对海量语义数据、大数据、互联网数据的管理、分析及可视化感兴趣;具有较强的动手能力。


科研项目

《海量RDF数据探索式搜索关键技术与系统研究》,国家自然科学基金面上项目,主持人,2015-18

《大数据管理系统评测基准的理论与方法》,国家自然科学基金重点项目,参与人,2015-19

《面向社会化服务的大数据管理关键技术研究》,中国人民大学科学研究基金预研委托(团队基金)项目,主持人,2014-16

《基于协同标注的海量高维时间序列数据管理关键技术研究》,国家自然科学基金青年基金项目,主持人,2011-13


科研成果

Yueguo Chen, Xiongpai Qin, Haoqiong Bian, Jun Chen, Zhaoan Dong, Xiaoyong Du, Yanjie Gao, Dehai Liu, Jiaheng Lu, Huijie Zhang: A Study of SQL-on-Hadoop Systems. BPOE@ASPLOS/VLDB 2014: 154-166

Haoqiong Bian, Yueguo Chen, Xiaoyong Du, Yanjie Gao. Equi-join Optimization on Spark. Journal of East China Normal University (Natural Science), 2014(5): 263-270

Yueguo Chen, Wolf-Tilo Balke, Jianliang Xu, Wei Xu, Peiquan Jin, Xin Lin, Tiffany Ya Tang, Eenjun Hwang (Eds.): Web-Age Information Management - WAIM 2014 International Workshops: BigEM, HardBD, DaNoS, HRSUNE, BIDASYS, Macau, China, June 16-18, 2014 Revised Selected Papers. Lecture Notes in Computer Science 8597, Springer 2014, ISBN 978-3-319-11537-5

Yueguo Chen, Lexi Gao, Shuming Shi, Xiaoyong Du, Ji-Rong Wen: Improving Context and Category Matching for Entity Search. AAAI 2014: 16-22

Dongyu Wei, Xin Pan, Chuan Shi, Yueguo Chen: A Novel Index Structure for Multi-key Search. WAIM 2014: 431-434

Haoqiong Bian, Yueguo Chen, Xiaoyong Du, Xiaolu Zhang: MetKB: enriching RDF knowledge bases with web entity-attribute tables. CIKM 2013: 2461-2464

Yueguo Chen, Lexi Gao, Xuan Ming, Weining Qian, Yabo Xu: Overview of the WISE 2013 Challenge. WISE (1) 2013: 488-490

Chuitian Rong, Wei Lu, Xiaoli Wang, Xiaoyong Du, Yueguo Chen, Anthony K. H. Tung: Efficient and Scalable Processing of String Similarity Join. IEEE Trans. Knowl. Data Eng. 25(10): 2217-2230 (2013)

Fang Du, Haoqiong Bian, Yueguo Chen, Xiaoyong Du. Efficient SPARQL Query Evaluation In a Database Cluster. IEEE Congress on Big Data, 2013: 165-172

杜方,陈跃国,杜小勇. RDF 数据查询处理技术. 软件学报, 2013 年 06 期,1222-1242 页

Jiajiu Liu, Zi Huang, Hong Cheng, Yueguo Chen, Heng Tao Shen, Yanchun Zhang. Presenting Diverse Location Views with Real-time Near-duplicate Photo Elimination. ICDE 2013: 505-516

Xiaolu Zhang, Yueguo Chen, Jinchuan Chen, Xiaoyong Du, Lei Zou. Mapping Entity-Attribute Web Tables to Web-Scale Knowledge Bases. DASFAA 2013: 108-122

Tao Yang, Jinchuan Chen, Xiaoyan Wang, Yueguo Chen, and Xiaoyong Du. Efficient SPARQL Query Evaluation via Automatic Data Partitioning. DASFAA(2) 2013: 244-258.

Jinchuan Chen, Yueguo Chen, Xiaoyong Du, Cuiping Li, Jiaheng Lu, Suyun Zhao, Xuan Zhou: Big data challenge: a data management perspective. Frontiers of Computer Science 7(2): 157-164 (2013)

Fang Du, Yueguo Chen, Xiaoyong Du: Linking Entities in Unstructured Texts with RDF Knowledge Bases. APWeb 2013: 240-251

Yu Sun, Jin Huang, Yueguo Chen, Rui Zhang and Xiaoyong Du. Location Selection for Utility Maximization with Capacity Constraints. CIKM 2012: 2154-2158.

邹磊,陈跃国. 海量 RDF 数据管理. 中国计算机学会通讯,2012 年 11 期,32-40 页

Yueguo Chen, Bin Cui, Xiaoyong Du, Anthony K. H. Tung: Efficient approximation of the maximal preference scores by lightweight cubic views. EDBT 2012: 240-251

Yu Sun, Jin Huang, Yueguo Chen, Xiaoyong Du and Rui Zhang. Top-k Most Incremental Location Selection with Capacity Constraint. WAIM 2012: 165-171.

Mengxia Jiang, Yueguo Chen, Jinchuan Chen, Xiaoyong Du. Interactive Predicate Suggestion for Keyword Search on RDF Graphs. ADMA 2011:96-109

Yueguo Chen, Ke Chen, Mario A. Nascrimento. Effective and Efficient Shape-Based Pattern Detection over Streaming Time Series. IEEE Transactions on Knowledge and Data Engineering, 24(2): 265-278 (2012).

Zhi Nie, Fang Du, Yueguo Chen, Xiaoyong Du, Linhao Xu: Efficient SPARQL Query Processing in MapReduce through Data Partitioning and Indexing. APWeb 2012: 628-635.

Fang Du, Yueguo Chen, Xiaoyong Du. Partitioned Index for Efficient SQARQL Query Processing of RDF Data. DASFAA 2012: 141-155.

Chunjie Zhou, Xiaofeng Meng, Yueguo Chen. Out-of-order durable event processing in integrated wireless networks. Pervasive and Mobile Computing 7(5): 595-610 (2011)

Xiaoyan Guo, Yueguo Chen, Jinchuan Chen, Xiaoyong Du. ITEM: Extract and Integrate Entities from Tabular Data to RDF Knowledge Base. APWeb 2011: 400-411

Yueguo Chen, Wei Wang, Xiaoyong Du, Xiaofang Zhou. Continuously monitoring the correlations of massive discrete streams. CIKM 2011: 1571-1576

Yu Gu, Ge Yu, Na Guo, Yueguo Chen: Probabilistic moving range query over RFID spatio-temporal data streams. CIKM 2009: 1413-1416

Yueguo Chen, Gang Chen, Ke Chen, Beng Chin Ooi: Efficient Processing of Warping Time Series Join of Motion Capture Data. ICDE 2009: 1048-1059

Yu Gu, Ge Yu, Yueguo Chen, Beng Chin Ooi: Efficient RFID Data Imputation by Analyzing the Correlations of Monitored Objects. DASFAA 2009: 186-200. (Best Student Paper)

Yueguo Chen, Su Chen, Yu Gu, Mei Hui, Feng Li, Chen Liu, Liangxu Liu, Beng Chin Ooi, Xiaoyan Yang, Dongxiang Zhang, Yuan Zhou: MarcoPolo: a community system for sharing and integrating travel information on maps. EDBT 2009: 1148-1151. (Demo)

Yueguo Chen, Mario A. Nascimento, Beng Chin Ooi, Anthony K. H. Tung: SpADe: On Shape-based Pattern Detection in Streaming Time Series. ICDE 2007: 786-795

Yueguo Chen, Shouxu Jiang, Beng Chin Ooi, Anthony K. H. Tung: Querying Complex Spatio-Temporal Sequences in Human Motion Databases. ICDE 2008: 90-99


社会兼职

国际会议ICDE, CIKM, WWW, WISE等程序委员会委员

国际期刊VLDBJ, IEEE TKDE, IEEE TPDS审稿人

国际期刊Frontiers of Computer Science编委