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 Mr Deng ke

Ke Deng (PhD, M.ICT, B.E.)

 

School of Information Technology & Electrical Engineering

The University of Queensland, Brisbane QLD 4072 AUSTRALIA

 

Australian Post Doctoral Fellow

 

Office:

Room 639, Building 78, St Lucia Campus    (map)

Phone:

(61-7) 3365 4739

 

Email:

dengke@itee.uq.edu.au

URL: www.itee.uq.edu.au/~dengke

Ke Deng is an Australian Postdoctorial Fellow supported by ARC from 2010 to 2012. He is currently working with DKE division, ITEE School of the University of Queensland. Before joining DKE, he has been a research fellow in CSIRO ICT centre for eight months. His research interest includes data matching, data quality control, spatial database management and processing. He was conferred his PhD degree in 2007 in University of Queensland. His Master's degree is in Information and Communication Technology and was awarded in 2001 from Griffith University. From 2001-2003, he has been a software engineer for two years in the industry.       

 

 Research Grants:

 

  • 2011-2013, ARC Discovery Project (with A/Prof. Shazia Sadiq and Dr. Mohamed Sharaf),  (grant#: DP110102777), $240,000, Project Title: “QualA-D: a quality aware query engine for next generation data”

  • 2010-2012, ARC Discovery Project, (grant#: DP1096826), $255,000, Project Title: “Context Exploration: an Effective Way to Enhance Duplication Detection”

Publications:

Scholarly books:

  • Xiaofang Zhou, Haruo Yokota, Ke Deng and Qing Liu, (edited proceedings): Database Systems for Advanced Applications, the proceedings of the 14th international conference on database systems for Advanced Applications (DASFAA), Lecture Notes in Computer Science (LNCS5463), April 2009, Brisbane, Australia.

  • Lei Chen, Chengfei Liu, Qing Liu, Ke Deng (edited proceedings): Database Systems for Advanced Applications, DASFAA 2009 International Workshops: BenchmarX, MCIS, WDPP, PPDA, MBC, PhD, Brisbane, Australia, April 20-23, 2009. Springer 2009

Scholarly book chapters:

  • Ke Deng, Fractals, In Encyclopedia of Database Systems, L. Liu and M. Tamer Ozsu (editors), Springer, USA, 1168-1169, 2008.

  • Ke Deng, Kexin Xie, Kevin Zheng and Xiaofang Zhou, Chapter Two - Trajectory Indexing and Retrieval, in book Trajectory Data Management (to be published by Springer)

JOURNAL:

  1. Ke Deng, Shazia Sadiq, Xiaofang Zhou, Hu Xu, Gabriel Pui Cheong Fung, and Yansheng Lu, On Group Nearest Group Query Processing”, Accepted by IEEE Transaction on Knowledge and Data Engineering (TKDE) (Rank A  by ERA),

  2. Ke Deng, Xiaofang Zhou, Hen Tao Shen, Shazia Sadiq, Xue Li, “Instance Optimal Query Processing in Spatial Networks”, The VLDB Journal, 18(3):675-693, 2009 (Rank A* by ERA)

  3. Ke Deng, Xiaofang Zhou, Heng Tao Shen, Qing Liu, Kai Xu and Xuemin Lin, “Efficient Surface Nearest Neighbor Query Processing”, The VLDB Journal, 17(5): 1101-1121, August 2008  (Rank A* by ERA)

  4. Kai Xu, Xiaofang Zhou, Xuemin Lin, Heng Tao Shen, and Ke Deng, “Direct Mesh: Visualization for Multiresolution Terrain Database” IEEE Transaction on Knowledge and Data Engineering (TKDE), 18(10):1382-1396, Oct. 2006 (Rank A  by ERA)

  5. Shang Shou, Yuan Bo, Ke Deng, Kexin, Xiaofang Zhou, PNN Query Processing on Compressed Trajectories" has been accepted for publication in Geoinformatica.

  6. Xiaoyong Du, Lu Wei, Fung Gabriel Pui Cheong, Xiaofang Zhou, Lijiang Cheng, Ke Deng, Approximate entity extraction in temporal databases, accepted by WWW Journal (Rank A by ERA)

  7. Liwei WANG, Henning Koehler, Ke Deng, Xiaofang Zhou, Shazia Sadiq,  Flexible Provenance Tracing, accepted by the International Journal of Systems and Service-Oriented Engineering

  8. Ke Deng, Hong Shen, Self Projecting Time Series Forecast: an Online Stock Trend Forecast System, International Journal of Computational Science and Engineering (IJCSE), Inderscience Publishers, Volume 2, Number 1/2, Pages 46 - 56, 2006

CONFERENCE:

  1. Kuien. Liu, Ke Deng, Ziming Ding, Minshu Li and Xiaofang. Zhou, "MOIR/MT: Monitoring Large-scale Traffic of Road Network in Real Time (demo track)", VLDB 2009. August 2009, Lyon, France. (Rank A by ERA)

  2. Ke Deng, Hu Xu, Shazia Sadiq, Yansheng Lu, Gabriel Fung, Hengtao Shen “On Group Nearest Group Query Processing”, the 25rd IEEE International Conference on Data Engineering (ICDE), 2009, Shanghai, China. (Rank A by ERA)

  3. Ke Deng, Liwei Wang, Xiaofang Zhou, Shazia Sadiq, and Gabriel Pui Cheong Fung, “Active Duplicate Detection”, Database Systems for Advanced Applications, the proceedings of the 15th international conference on database systems for Advanced Applications (DASFAA), April 2010, Tsukuba, Japan. (Best Paper Award Runner Up) (Rank A by ERA)

  4. Ke Deng, Xiaofang Zhou, Heng Tao Shen, “Multi-source Skyline Query in Road Networks”, the 23rd IEEE International Conference on Data Engineering (ICDE), 2007, Turkey. (Rank A by ERA)

  5. Ke Deng, Xiaofang Zhou, Heng Tao Shen, Kai Xu and Xuemin Lin, “Surface Nearest Neighbor Query Processing”, the 22nd IEEE International Conference on Data Engineering (ICDE), 2006, USA. (Rank A by ERA)

  6. Shuo Shang, Ke Deng, Kai Zheng, “Efficient Best Path Monitoring in Road Networks For Instant Local Traffic Information”, the 21st Australasian Database Conference

  7. "Finding the Most Accessible Locations - Reverse Path Nearest Neighbor Query in Road Networks", S. Shang, B. Yuan, D. Deng, K. Xie and X. Zhou, ACM SIGSPATIAL GIS 2011, November 1-4, 2011, Chicago, USA. . (Ranked B By ERA) 

  8. Shang Shou, Ke Deng, Kexin Xie, “Best Point Detour Query in Road Networks”, SIGSPATIAL 2010, San Jones, USA. (Ranked B By ERA) 

  9. Huanliang Sun, Ke Deng, Fanyu Meng, Junling Liu, "Matching Stream Patterns of Various Lengths and Tolerances", CIKM 2009, Nov. Hongkong. (Rank A by ERA)

  10. Hu Xu, Zhicheng Li, Yansheng Lu, Ke Deng, and Xiaofang Zhou, Group Visible Nearest Neighbor Queries in Spatial Databases, Accepted by the 11th International Conference on Web-Age Information Management (WAIM 2010) (Rank C by ERA)

  11. Naeim Khodabandehloo Yeganeh, Shazia Sadiq, Ke Deng and Xiaofang Zhou, Data Quality Aware Query Processing in Collaborative Information Systems, 11th Asia and Pacific Web Conference (APWeb) 2009, China. (Rank C by ERA)

  12. Ke Deng and Xiaofang Zhou, "Expansion-Based Algorithms for Finding Single Pair Shortest Path on Surface", in Proceedings of the 4th International Workshop on Web and Wireless Geographical Information Systems (W2GIS), (LNCS 3428), pages 151-163, Springer, November 2004, Seoul, Korea (Rank C by ERA)

  13. K. Kawagoe, Abdulla-Al-Maruf, K. Deng, X. Zhou, "Searching Time Series Using Textual Approximation", 3rd International Conference on Emerging Databases (EDB 2011), Incheon, Korea, August 2011. (Best Paper Award)

  14. Naiem Yeganeh, Shazia Sadiq, Mohamed Sharaf and Ke Deng, “Query Result Quality: Efficient Profiling and Estimation”, International Conference of Information Quality, 2011, Australia.

  15. Kexin Xie, Ke Deng, Xiaofang Zhou, “From Trajectories to Activities: A Spatio-Temporal Join Approach”, 2009 International Workshop on Location Based Social Networks (LBSN), Nov., 2009. Seattle, WA, USA

  16. Liwei WANG, Henning Koehler, Ke Deng, Xiaofang Zhou, Shazia Sadiq, “Providing Flexible Tradeoff for Provenance Tracking”, The 1st International Symposium on Web Intelligent Systems & Services (WISS 2010) collocated with WISE 2010.

Tutorial:

  • Shazia Sadiq, Ke Deng, Xiaofang Zhou, A master class workshop at the Ark Group DQ Asia Pacific 2008 conference. Sydney, Australia.

  • Shazia Sadiq, Ke Deng, Data Quality for the Global Enterprise, The 9th International Conference on Web Information Systems Engineering (WISE), Auckland, New Zealand, 2008

  • Shazia Sadiq, Xiaofang Zhou, Ke Deng, Research and Practice in Data Quality, The 10th Asia Pacific Web conference (APWeb), Shenyang, China, 2008.

Keynote:

  1. Xiaofang Zhou, Shazia Sadiq, Ke Deng, Data Quality in Web Information Systems, The 9th International Conference on Web Information Systems Engineering (WISE), Auckland, New Zealand, 2008  

Research Interests:

  • Data Quality Management including duplication detection, data provenance

  • Spatial Database Query Processing

  • Time series matching

  • Load shedding in data stream

  • Network query processing

  • Data provenance

  •  

Academic Activities:

  • Invited Reviewer of IEEE Transaction on Knowledge and Data Engineering (TKDE)

  • PC member, the 25th IEEE International Conference on Data Engineering (ICDE09)

  • Publication Co-chair, the 14th Database Systems for Advanced Applications (DASFAA09)

  • Co-organizer, the 2nd Workshop on Managing Data Quality in Collaborative Information Systems, 2009

  • PC member, 3rd workshop on information credibility on the Web (WICOW2009)

  • Coordinator, Data Quality Management EII Task force (EII: ARC research network in enterprise information infrastructure), July 2008 - July 2009

  • Coordinator, The Meeting of Minds - Data Quality Research Event, 2008

  • PC member, workshop on Spatial and Spatial-Temporal Data Mining (SSTDM08)

  • External Reviewer of SSDBM2009, VLDB2010, DEXA2010 

 

Teaching:

  • 2008-2012      Lecturer of course INFS3200\ INFS7907 Advanced Database Systems

  • 2008              Lecturer of course INFS1200\INFS7900 Introduction to Information Systems

Awards:
  1. 2010  Best Paper Award Runner Up by the 15th Database System for Advanced Applications (DASFAA 2010, rank A by ERA) for paper “Active Duplicate Detection”
  2. 2011 Best Paper Award by 3rd International Conference on Emerging Databases for Paper “Searching Time Series Using Textual Approximation”
  3. 2010  Resteach, UQ, 2008, 2009, 2011, 2012
  4. 2009  ARC Post Doctoral Fellowship 2010-2012.
  5. 2007 Award of excellent team work, CSIRO
  6. 2006 Publication Prize for Research Students, ARC Research Network in Enterprise, Information Infrastructure (EII)
  7. 2006 DKE-DB group prize, the University of Queensland
  8. 2000 Academic Excellency, ICT School, Griffith University

Last Update: 14/11/2011

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Last Updated: 10 January, 2012, 12:38pm