Query Processing over Uncertain Databases

Häftad, Engelska, 2012

Del i serien Synthesis Lectures on Data Management

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Beskrivning

In this book, we start from the data models for imprecise and uncertain data, move on to defining different semantics for queries on uncertain data, and finally discuss the advanced query processing techniques for various probabilistic queries in uncertain databases.

Produktinformation

Utgivningsdatum:2012-12-28
Mått:191 x 235 x 7 mm
Vikt:212 g
Format:Häftad
Språk:Engelska
Serie:Synthesis Lectures on Data Management
Antal sidor:91
Förlag:Springer International Publishing AG
ISBN:9783031007682
Originaltitel:Query Processing over Uncertain Databases

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Referensverk och tvärvetenskap inom Samhälle och politik
Hårdvara inom Data och IT
Programmeringsböcker inom Data och IT

Mer om författaren

Lei Chen received a B.S. degree in Computer Science and Engineering from Tianjin University, China in 1994, an M.A. degree from Asian Institute of Technology, Thailand, in 1997, and a Ph.D. degree in Computer Science from University of Waterloo, Canada in 2005. He is now an associate professor in the Department of Computer Science and Engineering at Hong Kong University of Science and Technology. His research interests include uncertain databases, graph databases, multimedia and time series databases, and sensor and peer-to-peer databases. He is serving as an associate editor forIEEETransaction on Knowledge and Data Engineering and Distributed and Parallel Databases. He is a member of the IEEE and ACM and chairman of ACM-HK Chapter Xiang Lian received a B.S. degree in 2003 from the Department of Computer Science and Technol ogy,Nanjing University,and a Ph.D.in 2009 from Hong Kong University of Science andTechnology, Hong Kong. He worked as a post-doctoral fellow in the Department of Computer Science and En gineering, at the Hong Kong University of Science and Technology in 2010 − 2011. He is now an assistant professor in the Department of Computer Science at University of Texas - Pan American. His research interests include query processing over probabilistic/uncertain databases, streaming time series, spatial databases, inconsistent probabilistic databases, and probabilistic RDF graphs. He is a student member of the IEEE

Innehållsförteckning

Introduction.- Uncertain Data Models.- Spatial Query Semantics over Uncertain Data Models.- Spatial Query Processing over Uncertain Databases.- Conclusion.