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
:
Library | Material Type | Item Barcode | Shelf Number | Status |
---|
IYTE Library | E-Book | 2084061-1001 | QA76.9 .B45 | Online Springer |