Personalized Task Recommendation in Crowdsourcing Systems

Autor: David Geiger

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

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

Informácie o knihe

Autor

David Geiger

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2016

Stránok

108

EAN

9783319370583

ISBN

3319370588

Enbook ID

18051408

Vydavateľ

Springer International Publishing AG

Hmotnosť

1942

Rozmery

155 x 235 x 7

Kompletný 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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