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Więcej informacji o Recommender Systems for Information Providers

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Opis

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.

Szczegóły książki

Kategoria Książki po angielsku Economics, finance, business & management Business & management Business mathematics & systems

• Pełny tytuł: Recommender Systems for Information Providers
• Podtytuł: Designing Customer Centric Paths to Information
• Autor: Andreas W. Neumann
• Język: Angielski
• Oprawa: Miękka
• Liczba stron: 158
• EAN: 9783790825787
• ISBN: 3790825786
• ID: 01738233
• Wydawca: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Waga: 265 g
• Wymiary: 235 × 155 × 10 mm
• Data wydania: 21. October 2010

Ulubione w innej kategorii

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