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Beschreibung
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.
Designing Customer Centric Paths to Information
Designing Customer Centric Paths to Information
Details
| Verlag | Physica |
| Ersterscheinung | 21. Oktober 2010 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 265 Gramm |
| Format | Softcover |
| ISBN-13 | 9783790825787 |
| Auflage | Softcover reprint of hardcover 1st edition 2009 |
| Seiten | 158 |
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