Crowdsourced Data Management Hybrid Machine-Human Computing
by
 
Li, Guoliang. author.

Title
Crowdsourced Data Management Hybrid Machine-Human Computing

Author
Li, Guoliang. author.

ISBN
9789811078477

Personal Author
Li, Guoliang. author.

Physical Description
XII, 159 p. 66 illus., 42 illus. in color. online resource.

Contents
1. Introduction -- 2. Crowdsourcing Background. 3. Quality Control -- 4. Cost Control -- 5. Latency Control -- 6. Crowdsourcing Database Systems and Optimization -- 7. Crowdsourced Operators -- Conclusion.

Abstract
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.

Subject Term
Big data.
 
Database management.
 
Software engineering.
 
Data mining.
 
Mobile computing.
 
Big Data. http://scigraph.springernature.com/things/product-market-codes/I29120
 
Database Management. http://scigraph.springernature.com/things/product-market-codes/I18024
 
Special Purpose and Application-Based Systems. http://scigraph.springernature.com/things/product-market-codes/I13030
 
Data Mining and Knowledge Discovery. http://scigraph.springernature.com/things/product-market-codes/I18030
 
Mobile Computing. http://scigraph.springernature.com/things/product-market-codes/I29060

Added Author
Wang, Jiannan.
 
Zheng, Yudian.
 
Fan, Ju.
 
Franklin, Michael J.

Added Corporate Author
SpringerLink (Online service)

Electronic Access
https://doi.org/10.1007/978-981-10-7847-7


LibraryMaterial TypeItem BarcodeShelf NumberStatus
IYTE LibraryE-Book2084061-1001QA76.9 .B45Online Springer