Zhihong Chong's Research---Data & Intelligence @ Open World 东南大学 崇志宏

Email: chong.seu@gmail.com Tel: +86 1381 4066 974

Selected Research Grant

1. Distributed Refined Synopsis of Data Streams, supported by National Natural Science Foundation of China (Grant No. 60973023,1/2010~12/2012), Pricipal Investigator.

2. Big Data Processing of Readings of Electric Meters in Jiangsu Smart Power Grids, Supported by Jiangsu Frontier Electric Technology Co., Ltd, 12/2013~6/2014. Pricipal Investigator.

3. Information Extraction from Specific Web Pages via Machine Learning & Natural Language Processing in the Presence of RDFS Knowledge, Supported by Focus Technology Co., Ltd, 7/2014~7/2015. Pricipal Investigator.

4. Analysis of Browsing Behavior on Made-in-China Website via Big Data Platform, Supported by Focus Technology Co., Ltd, 7/2014~7/2015. Pricipal Investigator.

More>>

Academic Activity

9. Paper Reviewer of Frontiers of Computer Science, 2014.

8. PC member of CSWS 2014. 2014.

7. External paper reviewer of ACM SIGMOD 2013. 2013.

6. PC member of CSWS 2013. 2013.

5. Organizing Co-Chair of International Workshop on Intelligent Analysis in Healthcare(IAH 2012), 2012

4. Proposal Reviewer for National Natural Science Foundation of China, 2011.

3. Paper reviewer for the VLDB journal, 2008.

2. Paper reviewer for Information Sciences, 2005.

1. Visiting the University of New South Wales as an associate research fellow under the supervision of Prof. Xuemin Lin from 1/5/2005 to 31/12/2005.

 

 

 

 

 

 

 

 

 

 

 

  • Research
  • Selected Paper
  • 2009~Now
  • 2004~2008
  • Chinese Paper

Data & Intelligence (D & Intel) lab is focused on data-driven applications based on Semantics & Big Data, Data Mining & Machine Learning, Natural Language Processing & E-Learning in the Open World such as the World Wide Web. Its application-oriented research map of integrating database and artificial intelligence techniques is illustrated in the following figure.

 Research Team(14 People)

Teacher

Assoc. Prof. Zhihong Chong

Dr. Zhenjie Zhang, Research Scientist at Advanced Digital Sciences Center, Illlinois at Singapore Pte.

Master Student (8 People)

Jingming Wang, Yuanfang Wang, Zhe Li, Songjiang Han, Zhibin Wu, Xiaocheng Teng, Minglu Shao, Wenqiang Huang

Master Student of Engineering (Joint Education with Monash University, Australia)

Wenhui Cheng, Wewei Shun, Xiaolu Wang, Maorong Cheng

 

Research Publication( >>My Publication@DBLP     >>My Publication@C-DBLP)

 

Selected Paper

9. Zhenjie Zhang, Hu Shu, Zhihong Chong, Hua Lu, Yin Yang. C-Cube: Elastic Continuous Clustering in the Cloud. ICDE 2013. To appear.

8. Zhihong Chong, He Chen, Zhenjie Zhang, Hu Shu, Guilin Qi, Aoying Zhou. RDF Pattern Matching using Sortable Views. to appear in CIKM 2012. PDF. Slides.

7. Weiwei Ni, Zhihong Chong, Hu Shu, Jiajia Bao, Aoying Zhou. Evaluation of RDF Queries via Equivalence. Frontiers of Computer Science. to appear, 2012.

6. Zhihong Chong, Guilin Qi, Hu Shu, Jiajia Bao, Weiwei Ni, Aoying Zhou. Open User Schema Guided Evaluation of Streaming RDF Queries. CIKM 2010.

5. Weiwei Ni, Jinwang Zheng, Zhihong Chong. HilAnchor: Location Privacy Protection in the Presence of Users' Preference. Journal of Computer Science and Technolog (JCST)27(2). 2012.

4. Zhihong Chong, Jeffrey Xu Yu, Zhengjie Zhang, Xuemin Lin, Wei Wang, Aoying Zhou. Efficient Computation of k-Medians over Data Streams Under Memory Constraints. Journal of Computer Science and Technolog (JCST) 21(2). 2006

3. Jeffrey Xu Yu, Zhihong Chong, Hongjun Lu, Zhenjie Zhang, Aoying Zhou. A False Negative Approach to Mining Frequent Itemsets from High Speed Transactional Data Streams. Information Sciences 176(14). 2006 .

2. Zhihong Chong, Jeffery Xu Yu, Hongjun Lu, Zhenjie Zhang, Aoying Zhou. False-Negative Freuqent Items Mining from Data Streams with Bursting. DASFAA 2005.

1. Jeffrey Xu Yu, Zhihong Chong, Hongjun Lu, Aoying Zhou. False Positive or False Negative: Mining Frequent Itemsets from High Speed Transactional Data Streams. VLDB 2004

2009~now

[10] Zhenjie Zhang, Hu Shu, Zhihong Chong, Hua Lu, Yin Yang. C-Cube: Elastic Continuous Clustering in the Cloud. ICDE 2013. To appear, 2013.

[9] Weiwei Ni, Zhihong Chong, Hu Shu, Jiajia Bao, Aoying Zhou. Evaluation of RDF Queries via Equivalence. Frontiers of Computer Science. to appear, 2012.

[8] Zhihong Chong, He Chen, Zhenjie Zhang, Hu Shu, Guilin Qi, Aoying Zhou. RDF Pattern Matching using Sortable Views. Proc. Of CIKM’12, 2012. PDF. Slides.

[7] Weiwei Ni, Jinwang Zheng, Zhihong Chong. HilAnchor: Location Privacy Protection in the Presence of Users’ Preference. J. Comput. Sci. Technol (JCST). 27(2): 413-427, 2012.

[6] Weiwei Ni, Zhihong Chong. Clustering-oriented privacy-preserving data publishing. Knowledge-Based Systems, 2012.

[5] Weiwei Ni, Jinwang Zheng, Zhihong Chong, Shan Lu. Location Privacy Protection in the Presence of Users' Preference. Proc. Of WAIM 2011, 2011.

[4] Zhihong Chong, Guilin Qi, Hu Shu, Jiajia Bao, Weiwei Ni, Aoying Zhou. Open User Schema Guided Evaluation of Streaming RDF Queries. Proc. Of CIKM 2010, 2010.

[3] Zhihong Chong, Jiajia Bao, Weiwei Ni, Aibo Song, Yinghao Xie, Jinwang Zhen. A Geometric Approach to Approximate Continuous k-Median Query. Proc. Of IUCS2010, 2010.

[2] Zhihog Chong, Weiwei Ni, Lizhen Xu, Hu Shu, Jinwang Zhen: Approximate K-Median of Location Streams with Redundancy and Inconsistency. International journal of software and informatics, Vol. 4(2), 2010.

[1] Zhihong Chong, Weiwei Ni, Lizhen Xu, Jianhua Lu, Yinhao Xie: Min-wise hash function-based sampling over distributed data streams. Journal of Southeast University(English Edition), 25(4). 2009.

2004~2008

[4] Zhihong Chong, Jeffrey Xu Yu, Zhengjie Zhang, Xuemin Lin, Wei Wang, Aoying Zhou: Efficient Computation of k-Medians over Data Streams Under Memory Constraints. J. Comput. Sci. Technol (JCST). 21(2): 284-296. 2006

[3] Jeffrey Xu Yu, Zhihong Chong, Hongjun Lu, Zhenjie Zhang, Aoying Zhou: A false negative approach to mining frequent itemsets from high speed transactional data streams. Information Sciences 176(14): 1986-2015. 2006 .

[2] Zhihong Chong, Jeffrey Xu Yu, Hongjun Lu, Zhengjie Zhang, Aoying Zhou: False-Negative Frequent Items Mining from Data Streams with Bursting. DASFAA 2005: 422-434, 2005.

[1] Jeffrey Xu Yu, Zhihong Chong, Hongjun Lu, Aoying Zhou: False Positive or False Negative: Mining Frequent Itemsets from High Speed Transactional Data Streams. VLDB 2004: 204-215, 2004.

Chinese Paper

[7] 舒虎, 崇志宏(Zhihong Chong), 倪巍伟, 卢山, 徐立臻. X-Hop:传递闭包的多跳数压缩存储和快速可达性查询.计算机科学,2012,39(3):149-152.

[6] 倪巍伟,陈耿,崇志宏(Zhihong Chong) 等: 面向聚类的数据隐藏发布研究. 计算机研究与发展,2011 .

[5]  张勇,倪巍伟,崇志宏(Zhihong Chong),胡新平:基于邻域相关性的面向聚类数据扰动方法, Proc. Of  NDBC 2011.

[4] 崇志宏(Zhihong Chong),倪巍伟,刘腾腾,张勇. 一种面向聚类的隐私保护数据发布方法. 计算机研究与发展,47(12):2083-2089,2010.

[3] 刘腾腾, 倪巍伟, 崇志宏(Zhihong Chong), 张勇. 多维数值敏感属性隐私保护数据发布方法. 东南大学学报(自然科学版), 2010.

[2] 倪巍伟, 徐立臻, 崇志宏(Zhihong Chong),吴英杰 等. 基于邻域属性熵的隐私保护数据干扰方法. 计算机研究与发展 2009, 49(3).

[1] 金澈清, 崇志宏(Zhihong Chong), 周傲英 . 一种实时监控最近邻的近似算法. 计算机科学与探索, 2007, (02)

English Pulication

[14] Zhenjie Zhang, Hu Shu, Zhihong Chong, Hua Lu, Yin Yang. C-Cube: Elastic Continuous Clustering in the Cloud. IEEE ICDE 2013. To appear, 2013.

[13] Weiwei Ni, Zhihong Chong, Hu Shu, Jiajia Bao, Aoying Zhou. Evaluation of RDF Queries via Equivalence. Frontiers of Computer Science. to appear, 2012.

[12] Zhihong Chong, He Chen, Zhenjie Zhang, Hu Shu, Guilin Qi, Aoying Zhou. RDF Pattern Matching using Sortable Views. Proc. Of ACM CIKM’12, 2012. PDF. Slides.

[11] Weiwei Ni, Jinwang Zheng, Zhihong Chong. HilAnchor: Location Privacy Protection in the Presence of Users’ Preference. J. Comput. Sci. Technol (JCST). 27(2): 413-427, 2012.

[10] Weiwei Ni, Zhihong Chong. Clustering-oriented privacy-preserving data publishing. Knowledge-Based Systems, 2012.

[9] Weiwei Ni, Jinwang Zheng, Zhihong Chong, Shan Lu. Location Privacy Protection in the Presence of Users' Preference. Proc. Of WAIM 2011, 2011.

[8] Zhihong Chong, Guilin Qi, Hu Shu, Jiajia Bao, Weiwei Ni, Aoying Zhou. Open User Schema Guided Evaluation of Streaming RDF Queries. Proc. Of ACM CIKM 2010, 2010.

[7] Zhihong Chong, Jiajia Bao, Weiwei Ni, Aibo Song, Yinghao Xie, Jinwang Zhen. A Geometric Approach to Approximate Continuous k-Median Query. Proc. Of IUCS2010, 2010.

[6] Zhihog Chong, Weiwei Ni, Lizhen Xu, Hu Shu, Jinwang Zhen: Approximate K-Median of Location Streams with Redundancy and Inconsistency. International journal of software and informatics, Vol. 4(2), 2010.

[5] Zhihong Chong, Weiwei Ni, Lizhen Xu, Jianhua Lu, Yinhao Xie: Min-wise hash function-based sampling over distributed data streams. Journal of Southeast University(English Edition), 25(4). 2009.

[4] Zhihong Chong, Jeffrey Xu Yu, Zhengjie Zhang, Xuemin Lin, Wei Wang, Aoying Zhou: Efficient Computation of k-Medians over Data Streams Under Memory Constraints. J. Comput. Sci. Technol (JCST). 21(2): 284-296. 2006

[3] Jeffrey Xu Yu, Zhihong Chong, Hongjun Lu, Zhenjie Zhang, Aoying Zhou: A false negative approach to mining frequent itemsets from high speed transactional data streams. Information Sciences 176(14): 1986-2015. 2006 .

[2] Zhihong Chong, Jeffrey Xu Yu, Hongjun Lu, Zhengjie Zhang, Aoying Zhou: False-Negative Frequent Items Mining from Data Streams with Bursting. DASFAA 2005: 422-434, 2005.

[1] Jeffrey Xu Yu, Zhihong Chong, Hongjun Lu, Aoying Zhou: False Positive or False Negative: Mining Frequent Itemsets from High Speed Transactional Data Streams. VLDB 2004: 204-215, 2004.

Chinese Publication

[7] 舒虎, 崇志宏(Zhihong Chong), 倪巍伟, 卢山, 徐立臻. X-Hop:传递闭包的多跳数压缩存储和快速可达性查询.计算机科学,2012,39(3):149-152.

[6] 倪巍伟,陈耿,崇志宏(Zhihong Chong) 等: 面向聚类的数据隐藏发布研究. 计算机研究与发展,2011 .

[5]  张勇,倪巍伟,崇志宏(Zhihong Chong),胡新平:基于邻域相关性的面向聚类数据扰动方法, Proc. Of  NDBC 2011.

[4] 崇志宏(Zhihong Chong),倪巍伟,刘腾腾,张勇. 一种面向聚类的隐私保护数据发布方法. 计算机研究与发展,47(12):2083-2089,2010.

[3] 刘腾腾, 倪巍伟, 崇志宏(Zhihong Chong), 张勇. 多维数值敏感属性隐私保护数据发布方法. 东南大学学报(自然科学版), 2010.

[2] 倪巍伟, 徐立臻, 崇志宏(Zhihong Chong),吴英杰 等. 基于邻域属性熵的隐私保护数据干扰方法. 计算机研究与发展 2009, 49(3).

[1] 金澈清, 崇志宏(Zhihong Chong), 周傲英 . 一种实时监控最近邻的近似算法. 计算机科学与探索, 2007, (02)