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Books > Computing & IT > Applications of computing > Artificial intelligence
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Personalized Task Recommendation in Crowdsourcing Systems (Hardcover, 1st ed. 2016)
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Personalized Task Recommendation in Crowdsourcing Systems (Hardcover, 1st ed. 2016)
Series: Progress in IS
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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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