Recommender Systems for Information Providers
Physica (Verlag)
978-3-7908-2578-7 (ISBN)
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.
The Market of Scientific and Technical Information.- Classification and Mechanism Design of Recommender Systems.- A Survey of Recommender Systems at Major STI Providers.- Case Study: Explicit Recommender Services for Scientific Libraries.- General Concepts of Behavior-Based Recommender Services.- Algorithms for Behavior-Based Recommender Systems.- Case Study: Behavior-Based Recommender Services for Scientificc Libraries.- Visualizing and Exploring Information Spaces.- Discussion.
| Erscheint lt. Verlag | 21.10.2010 |
|---|---|
| Reihe/Serie | Contributions to Management Science |
| Zusatzinfo | X, 158 p. 47 illus. |
| Verlagsort | Heidelberg |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 261 g |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik |
| Wirtschaft ► Allgemeines / Lexika | |
| Schlagworte | classification • Consumer buying behavior • E-Commerce • Internet • libraries • Scientific Information • Web 2.0 |
| ISBN-10 | 3-7908-2578-6 / 3790825786 |
| ISBN-13 | 978-3-7908-2578-7 / 9783790825787 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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