Personalized Task Recommendation in Crowdsourcing Systems

Name: Personalized Task Recommendation in Crowdsourcing Systems
Brand: Springer International Publishing AG
SKU: 9783319222905
Price: 1147 CZK
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Autor: David Geiger

Jazyk:

Vazba: Pevná

Vydavatel: Springer International Publishing AG

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This book examines the principles of and advances in personalized task recommendation in crowdsourci...

Informace o knize

Autor

David Geiger

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2015

Stránek

108

EAN

9783319222905

ISBN

3319222902

Enbook ID

09384020

Vydavatel

Springer International Publishing AG

Hmotnost

354

Rozměry

155 x 235 x 242

Kompletní popis

This book examines the principles of and advances in personalized task recommendation in crowdsourcing systems, with the aim of improving their overall efficiency. It discusses the challenges faced by personalized task recommendation when crowdsourcing systems channel human workforces, knowledge, skills and perspectives beyond traditional organizational boundaries. The solutions presented help interested individuals find tasks that closely match their personal interests and capabilities in a context of ever-increasing opportunities of participating in crowdsourcing activities.§In order to explore the design of mechanisms that generate task recommendations based on individual preferences, the book first lays out a conceptual framework that guides the analysis and design of crowdsourcing systems. Based on a comprehensive review of existing research, it then develops and evaluates a new kind of task recommendation service that integrates with existing systems. The resulting prototype provides a platform for both the field study and the practical implementation of task recommendation in productive environments.

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