| Description |
1 online resource (XI, 94 pages 30 illustrations) |
| Series |
SpringerBriefs in Computer Science, 2191-5768 |
|
SpringerBriefs in computer science, 2191-5768
|
| Contents |
Introduction -- Crowdsourcing Task Marketplaces -- Human-Provided Services -- Crowdsourcing Tasks in BPEL4People -- Conclusion |
| Summary |
At a fundamental level, service-oriented crowdsourcing applies the principles of service-oriented architecture (SOA) to the discovery, composition and selection of a scalable human workforce. Service-Oriented Crowdsourcing: Architecture, Protocols and Algorithms provides both an analysis of contemporary crowdsourcing systems, such as Amazon Mechanical Turk, and a statistical description of task-based marketplaces. The book also introduces a novel mixed service-oriented computing paradigm by providing an architectural description of the Human-Provided Services (HPS) framework and the application of social principles to human coordination and delegation actions. Finally, it examines previously investigated concepts and applies them to business process management integration, including the extension of XML-based industry standards and the instantiation of flexible processes in crowdsourcing environments. Service-Oriented Crowdsourcing is intended for researchers and other academics as an in-depth guide to developing new applications based on crowdsourcing platforms and evaluating various selection and ranking algorithms. Practitioners and other industry professionals will also find this book invaluable |
| Analysis |
computerwetenschappen |
|
computer sciences |
|
informatiesystemen |
|
information systems |
|
internet |
|
informatieontsluiting |
|
information retrieval |
|
informatieopslag |
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information storage |
|
datamining |
|
data mining |
|
Information and Communication Technology (General) |
|
Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references |
| In |
Springer eBooks |
| Subject |
Computer science.
|
|
Data mining.
|
|
Information storage and retrieval systems.
|
|
Information organization.
|
|
Electronic Data Processing
|
|
Data Mining
|
|
Information Systems
|
|
Information Storage and Retrieval
|
|
COMPUTERS -- Online Services -- Resource Directories.
|
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COMPUTERS -- System Administration -- Storage & Retrieval.
|
|
Informatique.
|
|
Computer science
|
|
Data mining
|
|
Information organization
|
|
Information storage and retrieval systems
|
|
Data Mining
|
|
Informationsspeicherung
|
| Form |
Electronic book
|
| ISBN |
9781461459569 |
|
1461459567 |
|
