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Recommender Systems for Information Providers Designing Customer Centric Paths to Information /
Information providers are a very promising application area of recommender systems due to the general problem of assessing the quality of information products prior to the purchase. Recommender systems automatically generate product recommendations: customers profit from a faster finding of relevant...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Heidelberg :
Physica-Verlag HD : Imprint: Physica,
2009.
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| Edición: | 1st ed. 2009. |
| Colección: | Contributions to Management Science,
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| Temas: | |
| Acceso en línea: | Texto Completo |
| Sumario: | Information providers are a very promising application area of recommender systems due to the general problem of assessing the quality of information products prior to the purchase. Recommender systems automatically generate product recommendations: customers profit from a faster finding of relevant products, stores profit from rising sales. All aspects of recommender systems are covered: the economic background, mechanism design, a survey of systems in the Internet, statistical methods and algorithms, service oriented architectures, user interfaces, as well as experiences and data from real-world applications. Specific solutions for areas with strong privacy concerns, scalability issues for large collections of products, as well as algorithms to lessen the cold-start problem for a faster return on investment of recommender projects are addressed. This book describes all steps it takes to design, implement, and successfully operate a recommender system for a specific information platform. . |
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| Descripción Física: | X, 158 p. 47 illus. online resource. |
| ISBN: | 9783790821345 |
| ISSN: | 2197-716X |