Seminar: Managing Uncertain Databases
Speaker: Dr. Reynold Cheng (Department of Computer Science, University of Hong Kong)
Venue: 78-622, The University of Queensland, St Lucia
Title: Managing Uncertain Databases
Abstract:
Data uncertainty is inherent in emerging applications such as pervasive computing, sensor networks, biological databases, and data integration. In this seminar, we will study some interesting issues that we have encountered during the development of the ORION, a system prototype developed to handle the storage and retrieval of a large amount of uncertain information. We will cover topics like uncertain data modeling, probabilistic query classification, query quality, and uncertain data indexing.
Biography:
Dr. Reynold Cheng is the Assistant Professor of the Department of Computer Science in the University of Hong Kong. He received his BEng (Computer Engineering) in 1998, and MPhil (Computer Science and Information Systems) in 2000, from the Department of Computer Science in the University of Hong Kong. He then obtained his MSc and PhD from Department of Computer Science of Purdue University in 2003 and 2005 respectively. Dr. Cheng was the Assistant Professor in the Department of Computing of the Hong Kong Polytechnic University. He was a visiting scientist in the Institute of Parallel and Distributed Systems in the University of Stuttgart during the summer of 2006.
Dr. Cheng was the recipient of the 2010 Research Output Prize in the Department of Computer Science of HKU. He also received the Universitas 21 Fellowship in 2011. He received the Performance Reward in years 2006 and 2007 awarded by the Hong Kong Polytechnic University. He is a member of the IEEE, the ACM, the Special Interest Group on Management of Data (ACM SIGMOD), the UPE (Upsilon Pi Epsilon Honor Society). He is also a guest editor for a special issue in TKDE. He is a keynote speaker in the First International Workshop on Quality of Context (QuaCon '09). He received an Outstanding Service Award in the CIKM 2009 conference. He has served as PC members and reviewer for international conferences and journals including TODS, TKDE, TMC, VLDBJ, IS, DKE, KAIS, VLDB, ICDE, ICDM, DEXA and DASFAA.
| Attachment | Size |
|---|---|
| UQ-lecture1-uncertainty-reynold.pdf | 4.35 MB |
