عنوان

Crowdsourced data management :

9789811078477

9789811078484

9789811340123

9811078475

9811078483

9811340129

9789811078460

9811078467

Crowdsourced data management :

[Book]

hybrid machine-human computing /

Guoliang Li, Jiannan Wang, Yudian Zheng, Ju Fan, Michael J. Franklin.

Singapore :

Springer,

2018.

1 online resource

Includes bibliographical references.

Introduction -- Crowdsourcing background -- Quality control -- Cost control -- Latency control -- Crowdsourcing database sytems and optimization -- Crowdsourced operators -- Conclusion.

0

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.

Springer Nature

com.springer.onix.9789811078477

9789811078460

9789811078484

Crowdsourcing.

Database management.

COMPUTERS-- Databases-- General.

Crowdsourcing.

Data mining.

Database management.

Databases.

Expert systems-- knowledge-based systems.

Mobile & handheld device programming-- Apps programming.

COM-- 021000

UN

UN

Li, Guoliang, (Computer scientist)

Fan, Ju

Franklin, Michael J.

Wang, Harry, (Harry Jiannan)

Zheng, Yudian

20200823222132.0

pn

[Book]

Y