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Personalized Task Recommendation in Crowdsourcing Systems
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, sk...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2016.
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| Edición: | 1st ed. 2016. |
| Colección: | Progress in IS,
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| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 008 | 150908s2016 sz | s |||| 0|eng d | ||
| 020 | |a 9783319222912 |9 978-3-319-22291-2 | ||
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| 100 | 1 | |a Geiger, David. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Personalized Task Recommendation in Crowdsourcing Systems |h [electronic resource] / |c by David Geiger. |
| 250 | |a 1st ed. 2016. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2016. | |
| 300 | |a XI, 108 p. 23 illus., 9 illus. in color. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 490 | 1 | |a Progress in IS, |x 2196-8713 | |
| 505 | 0 | |a Introduction -- Crowdsourcing Systems -- Current state of Personalized Task Recommendation.- Design of a Third-Party Task Recommendation Service -- Personalized Task Recommendation in the Field -- Conclusion. . | |
| 520 | |a 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. | ||
| 650 | 0 | |a Business information services. | |
| 650 | 0 | |a User interfaces (Computer systems). | |
| 650 | 0 | |a Human-computer interaction. | |
| 650 | 0 | |a Application software. | |
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 1 | 4 | |a IT in Business. |
| 650 | 2 | 4 | |a User Interfaces and Human Computer Interaction. |
| 650 | 2 | 4 | |a Computer and Information Systems Applications. |
| 650 | 2 | 4 | |a Data Mining and Knowledge Discovery. |
| 650 | 2 | 4 | |a Artificial Intelligence. |
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| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783319222905 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319222929 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319370583 |
| 830 | 0 | |a Progress in IS, |x 2196-8713 | |
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| 950 | |a Business and Management (R0) (SpringerNature-43719) | ||