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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Reference, information & interdisciplinary subjects Library & information sciences

• Plný název: Recommender Systems for Information Providers
• Podnázev: Designing Customer Centric Paths to Information
• Autor: Andreas W. Neumann
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 158
• EAN: 9783790821338
• ISBN: 3790821330
• ID: 01738082
• Nakladatelství: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Hmotnost: 930 g
• Rozměry: 235 × 155 × 14 mm
• Datum vydání: 01. February 2009

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