Guoliang Li, Jiannan Wang, Yudian Zheng, Ju Fan, Michael J. Franklin.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Singapore :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
2018.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references.
CONTENTS NOTE
Text of Note
Introduction -- Crowdsourcing background -- Quality control -- Cost control -- Latency control -- Crowdsourcing database sytems and optimization -- Crowdsourced operators -- Conclusion.
0
SUMMARY OR ABSTRACT
Text of Note
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.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9789811078477
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9789811078460
International Standard Book Number
9789811078484
TOPICAL NAME USED AS SUBJECT
Crowdsourcing.
Database management.
COMPUTERS-- Databases-- General.
Crowdsourcing.
Data mining.
Database management.
Databases.
Expert systems-- knowledge-based systems.
Mobile & handheld device programming-- Apps programming.