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03676nam a2200577 4500 |
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978-981-10-7847-7 |
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DE-He213 |
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20191029001911.0 |
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181012s2018 si | s |||| 0|eng d |
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|a 9789811078477
|9 978-981-10-7847-7
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|a 10.1007/978-981-10-7847-7
|2 doi
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|d GrThAP
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|a QA76.9.B45
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|a UN
|2 bicssc
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|a COM021000
|2 bisacsh
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|a UN
|2 thema
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|a 005.7
|2 23
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|a Li, Guoliang.
|e author.
|4 aut
|4 http://id.loc.gov/vocabulary/relators/aut
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|a Crowdsourced Data Management
|h [electronic resource] :
|b Hybrid Machine-Human Computing /
|c by Guoliang Li, Jiannan Wang, Yudian Zheng, Ju Fan, Michael J. Franklin.
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250 |
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|a 1st ed. 2018.
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264 |
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|a Singapore :
|b Springer Singapore :
|b Imprint: Springer,
|c 2018.
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300 |
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|a XII, 159 p. 66 illus., 42 illus. in color.
|b online resource.
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336 |
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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|a text file
|b PDF
|2 rda
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0 |
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|a 1. Introduction -- 2. Crowdsourcing Background. 3. Quality Control -- 4. Cost Control -- 5. Latency Control -- 6. Crowdsourcing Database Systems and Optimization -- 7. Crowdsourced Operators -- Conclusion.
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520 |
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|a This book provides an overview of crowdsourced data management. Covering all aspects including the workflow, algorithms and research potential, it particularly focuses on the latest techniques and recent advances. The authors identify three key aspects in determining the performance of crowdsourced data management: quality control, cost control and latency control. By surveying and synthesizing a wide spectrum of studies on crowdsourced data management, the book outlines important factors that need to be considered to improve crowdsourced data management. It also introduces a practical crowdsourced-database-system design and presents a number of crowdsourced operators. Self-contained and covering theory, algorithms, techniques and applications, it is a valuable reference resource for researchers and students new to crowdsourced data management with a basic knowledge of data structures and databases.
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|a Big data.
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|a Database management.
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|a Special purpose computers.
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|a Data mining.
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650 |
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|a Mobile computing.
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1 |
4 |
|a Big Data.
|0 http://scigraph.springernature.com/things/product-market-codes/I29120
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650 |
2 |
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|a Database Management.
|0 http://scigraph.springernature.com/things/product-market-codes/I18024
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650 |
2 |
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|a Special Purpose and Application-Based Systems.
|0 http://scigraph.springernature.com/things/product-market-codes/I13030
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650 |
2 |
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|a Data Mining and Knowledge Discovery.
|0 http://scigraph.springernature.com/things/product-market-codes/I18030
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650 |
2 |
4 |
|a Mobile Computing.
|0 http://scigraph.springernature.com/things/product-market-codes/I29060
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700 |
1 |
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|a Wang, Jiannan.
|e author.
|4 aut
|4 http://id.loc.gov/vocabulary/relators/aut
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700 |
1 |
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|a Zheng, Yudian.
|e author.
|4 aut
|4 http://id.loc.gov/vocabulary/relators/aut
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700 |
1 |
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|a Fan, Ju.
|e author.
|4 aut
|4 http://id.loc.gov/vocabulary/relators/aut
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700 |
1 |
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|a Franklin, Michael J.
|e author.
|4 aut
|4 http://id.loc.gov/vocabulary/relators/aut
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710 |
2 |
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|a SpringerLink (Online service)
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773 |
0 |
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|t Springer eBooks
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776 |
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8 |
|i Printed edition:
|z 9789811078460
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776 |
0 |
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|i Printed edition:
|z 9789811078484
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776 |
0 |
8 |
|i Printed edition:
|z 9789811340123
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856 |
4 |
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|u https://doi.org/10.1007/978-981-10-7847-7
|z Full Text via HEAL-Link
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912 |
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|a ZDB-2-SCS
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950 |
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|a Computer Science (Springer-11645)
|