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001 978-1-4419-9380-9
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007 cr nn 008mamaa
008 110325s2011 xxu| s |||| 0|eng d
020 _a9781441993809
_9978-1-4419-9380-9
024 7 _a10.1007/978-1-4419-9380-9
_2doi
050 4 _aQA76.9.D3
072 7 _aUN
_2bicssc
072 7 _aUMT
_2bicssc
072 7 _aCOM021000
_2bisacsh
082 0 4 _a005.74
_223
100 1 _aHua, Ming.
_eauthor.
245 1 0 _aRanking Queries on Uncertain Data
_h[electronic resource] /
_cby Ming Hua, Jian Pei.
250 _a1.
264 1 _aNew York, NY :
_bSpringer New York,
_c2011.
300 _aXVI, 224 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aAdvances in Database Systems,
_x1386-2944 ;
_v42
505 0 _aIntroduction -- Probabilistic Ranking Queries on Uncertain Data -- Related Work -- Top-k Typicality Queries on Uncertain Data -- Probabilistic Ranking Queries on Uncertain Data -- Continuous Ranking Queries on Uncertain Streams -- Ranking Queries on Probabilistic Linkages -- Probabilistic Path Queries on Road Networks -- Conclusions -- References.
520 _aUncertain data is inherent in many important applications, such as environmental surveillance, market analysis, and quantitative economics research. Due to the importance of those applications and rapidly increasing amounts of uncertain data collected and accumulated, analyzing large collections of uncertain data has become an important task. Ranking queries (also known as top-k queries) are often natural and useful in analyzing uncertain data. Ranking Queries on Uncertain Data discusses the motivations/applications, challenging problems, the fundamental principles, and the evaluation algorithms of ranking queries on uncertain data. Theoretical and algorithmic results of ranking queries on uncertain data are presented in the last section of this book. Ranking Queries on Uncertain Data is the first book to systematically discuss the problem of ranking queries on uncertain data.
650 0 _aComputer science.
650 0 _aInformation systems.
650 0 _aDatabase management.
650 0 _aData mining.
650 1 4 _aComputer Science.
650 2 4 _aDatabase Management.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aInformation Systems Applications (incl.Internet).
650 2 4 _aInformation Systems and Communication Service.
700 1 _aPei, Jian.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781441993793
830 0 _aAdvances in Database Systems,
_x1386-2944 ;
_v42
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-4419-9380-9
912 _aZDB-2-SCS
999 _c106036
_d106036