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The Resource Personalized Task Recommendation in Crowdsourcing Systems

Personalized Task Recommendation in Crowdsourcing Systems

Label
Personalized Task Recommendation in Crowdsourcing Systems
Title
Personalized Task Recommendation in Crowdsourcing Systems
Creator
Subject
Language
eng
Member of
Cataloging source
MiAaPQ
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Progress in IS Ser
Personalized Task Recommendation in Crowdsourcing Systems
Label
Personalized Task Recommendation in Crowdsourcing Systems
Link
http://libproxy.rpi.edu/login?url=https://ebookcentral.proquest.com/lib/rpi/detail.action?docID=4091107
Publication
Copyright
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Related Location
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Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Abbreviations -- Contents -- Figures -- Tables -- Chapter 1: Introduction -- 1.1 Research Context -- 1.2 Research Objective -- 1.3 Research Approach -- Chapter 2: Crowdsourcing Systems -- 2.1 A Socio-Technical Perspective -- 2.2 Organizational Functions -- 2.2.1 Typology Development -- 2.2.2 System Archetypes -- 2.3 Discussion -- Chapter 3: Current State of Personalized Task Recommendation -- 3.1 Methodology -- 3.2 Findings -- 3.2.1 Recommender Context -- 3.2.2 Recommender Techniques -- 3.2.2.1 Individual Contributor Knowledge -- 3.2.2.2 Content Knowledge -- 3.2.2.3 Collaborative Knowledge -- 3.2.3 Recommender Evaluation -- 3.3 Discussion -- 3.3.1 Applications and Limitations -- 3.3.2 Sources of Individual Knowledge -- 3.3.3 The Role of Capabilities and Contributions -- 3.3.4 Connecting External Knowledge Sources -- 3.3.5 The Right Recommendation Technique -- 3.3.6 The Utility of Personalized Task Recommendation -- Chapter 4: Design of a Third-Party Task Recommendation Service -- 4.1 Requirements -- 4.2 Architecture -- 4.2.1 Domain-Driven Design -- 4.2.2 Ports and Adapters -- 4.3 Domain Model -- 4.3.1 Contributors, Tasks, and Interactions -- 4.3.1.1 Contributors -- 4.3.1.2 Tasks -- 4.3.1.3 Interactions -- 4.3.2 Recommendation Generation -- 4.3.2.1 Selecting a Recommendation Technique -- 4.3.2.2 The Recommender Algorithm -- 4.3.3 Identity Management -- 4.4 Application Services -- 4.5 Adapters -- 4.5.1 Extension API -- 4.5.2 Task Synchronization -- 4.5.3 App Engine Infrastructure -- 4.5.3.1 Persistent Storage -- 4.5.3.2 Distributed Caching -- 4.5.3.3 Attribute Validation -- 4.5.3.4 Asynchronous Processing -- 4.6 Browser Extension -- 4.6.1 User Interface -- 4.6.2 Synchronizing Contributor Data -- 4.6.2.1 Qualification Values -- 4.6.2.2 Task Submissions -- 4.7 Discussion -- Chapter 5: Personalized Task Recommendation in the Field -- 5.1 Pilot Study
  • 5.2 Contributor Survey -- 5.2.1 Questionnaire Design -- 5.2.2 Data Collection -- 5.2.3 Data Analysis -- 5.2.3.1 Search Channels -- 5.2.3.2 Search Criteria -- 5.2.3.3 Search Time -- 5.2.3.4 Metacrowd -- 5.2.4 Discussion -- 5.3 Online Evaluation -- 5.3.1 Intensity of Use -- 5.3.2 Predictive Capability -- 5.3.3 Discussion -- Chapter 6: Conclusion -- Appendix A: Findings of Systematic Literature Review -- Appendix B: Recommender Performance Optimizations -- Appendix C: Unique Property Service -- Appendix D: Contributor Survey -- References
http://library.link/vocab/cover_art
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Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b4384139'}
Extent
1 online resource (116 pages)
Form of item
online
Isbn
9783319222912
Media category
computer
Media MARC source
rdamedia
Media type code
c
Sound
unknown sound
Specific material designation
remote

Library Locations

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