Description
Recommender Systems for Information Providers, 2009
Designing Customer Centric Paths to Information
Contributions to Management Science Series
Author: Neumann Andreas W.
Language: EnglishApproximative price 99.99 €
Subject to availability at the publisher.
Add to cart the book of Neumann Andreas W.158 p. · 15.5x23.5 cm · Hardback
Description
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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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