Autorzy | |
Wydawnictwo | Springer Nature Customer Service Center GmbH |
Data wydania | 01/01/2009 |
Wydanie | Pierwsze |
Liczba stron | 158 |
Forma publikacji | książka w twardej oprawie |
Język | angielski |
ISBN | 9783790821338 |
Kategorie | Bibliotekoznawstwo i informacja naukowa |
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.
Recommender Systems for Information Providers