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Recommender Systems for Information Providers: Designing Customer Centric Paths to Information
Contributor(s): Neumann, Andreas W. (Author)
ISBN: 3790825786     ISBN-13: 9783790825787
Publisher: Physica-Verlag
OUR PRICE:   $104.49  
Product Type: Paperback - Other Formats
Published: October 2010
Qty:
Additional Information
BISAC Categories:
- Language Arts & Disciplines | Library & Information Science - General
- Computers | Electronic Commerce (see Also Headings Under Business & Economics - E-comme
- Computers | Management Information Systems
Dewey: 658.403
Series: Contributions to Management Science
Physical Information: 0.36" H x 6.14" W x 9.21" (0.54 lbs) 158 pages
 
Descriptions, Reviews, Etc.
Publisher Description:

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.