Crowdsourced Data Management Hybrid Machine-Human Computing /

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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Li, Guoliang (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Wang, Jiannan (http://id.loc.gov/vocabulary/relators/aut), Zheng, Yudian (http://id.loc.gov/vocabulary/relators/aut), Fan, Ju (http://id.loc.gov/vocabulary/relators/aut), Franklin, Michael J. (http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2018.
Έκδοση:1st ed. 2018.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 03676nam a2200577 4500
001 978-981-10-7847-7
003 DE-He213
005 20191029001911.0
007 cr nn 008mamaa
008 181012s2018 si | s |||| 0|eng d
020 |a 9789811078477  |9 978-981-10-7847-7 
024 7 |a 10.1007/978-981-10-7847-7  |2 doi 
040 |d GrThAP 
050 4 |a QA76.9.B45 
072 7 |a UN  |2 bicssc 
072 7 |a COM021000  |2 bisacsh 
072 7 |a UN  |2 thema 
082 0 4 |a 005.7  |2 23 
100 1 |a Li, Guoliang.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |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. 
250 |a 1st ed. 2018. 
264 1 |a Singapore :  |b Springer Singapore :  |b Imprint: Springer,  |c 2018. 
300 |a XII, 159 p. 66 illus., 42 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
505 0 |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. 
520 |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. 
650 0 |a Big data. 
650 0 |a Database management. 
650 0 |a Special purpose computers. 
650 0 |a Data mining. 
650 0 |a Mobile computing. 
650 1 4 |a Big Data.  |0 http://scigraph.springernature.com/things/product-market-codes/I29120 
650 2 4 |a Database Management.  |0 http://scigraph.springernature.com/things/product-market-codes/I18024 
650 2 4 |a Special Purpose and Application-Based Systems.  |0 http://scigraph.springernature.com/things/product-market-codes/I13030 
650 2 4 |a Data Mining and Knowledge Discovery.  |0 http://scigraph.springernature.com/things/product-market-codes/I18030 
650 2 4 |a Mobile Computing.  |0 http://scigraph.springernature.com/things/product-market-codes/I29060 
700 1 |a Wang, Jiannan.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Zheng, Yudian.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Fan, Ju.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Franklin, Michael J.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9789811078460 
776 0 8 |i Printed edition:  |z 9789811078484 
776 0 8 |i Printed edition:  |z 9789811340123 
856 4 0 |u https://doi.org/10.1007/978-981-10-7847-7  |z Full Text via HEAL-Link 
912 |a ZDB-2-SCS 
950 |a Computer Science (Springer-11645)