Personalized Task Recommendation in Crowdsourcing Systems

Nonfiction, Computers, Advanced Computing, Programming, User Interfaces, Business & Finance, Industries & Professions, Information Management
Cover of the book Personalized Task Recommendation in Crowdsourcing Systems by David Geiger, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: David Geiger ISBN: 9783319222912
Publisher: Springer International Publishing Publication: September 8, 2015
Imprint: Springer Language: English
Author: David Geiger
ISBN: 9783319222912
Publisher: Springer International Publishing
Publication: September 8, 2015
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Electronic Participation by David Geiger
Cover of the book Dynamics of Vortex Structures in a Stratified Rotating Fluid by David Geiger
Cover of the book Patricia Highsmith on Screen by David Geiger
Cover of the book Managing Segmental Renal Diseases by David Geiger
Cover of the book Recent Developments and New Direction in Soft-Computing Foundations and Applications by David Geiger
Cover of the book The Politics of Palm Oil Harm by David Geiger
Cover of the book John Donne and Contemporary Poetry by David Geiger
Cover of the book Countering 21st Century Social-Environmental Threats to Growing Global Populations by David Geiger
Cover of the book Proceedings of the 3rd International Symposium on Big Data and Cloud Computing Challenges (ISBCC – 16’) by David Geiger
Cover of the book Female-to-Male (FtM) Transgender People’s Experiences in Australia by David Geiger
Cover of the book Eastern Europe in 1968 by David Geiger
Cover of the book Disaster Resilience from a Sociological Perspective by David Geiger
Cover of the book The Development of an Integrated Planning and Decision Support System (IPDSS) for Land Consolidation by David Geiger
Cover of the book Pedagogies in the Flesh by David Geiger
Cover of the book Recent Advances in Computational Optimization by David Geiger
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy