Web Page Recommendation Models by Sule Gunduz-Oguducu

Web Page Recommendation Models by Sule Gunduz-Oguducu

One of the application areas of data mining is the World Wide Web (W or Web), which serves as a huge, widely distributed, global information service for every kind of information such as news, advertisements, consumer information, financial management, education, government, e-commerce, health services, and many other information services. The Web also contains a rich and dynamic collection of hyperlink information, Web page access and usage information, providing sources for data mining. The amount of information on the Web is growing rapidly, as well as the number of Web sites and Web pages per Web site. Consequently, it has become more difficult to find relevant and useful information for Web users. Web usage mining is concerned with guiding the Web users to discover useful knowledge and supporting them for decision-making. In that context, predicting the needs of a Web user as she visits Web sites has gained importance. The requirement for predicting user needs in order to guide the user in a Web site and improve the usability of the Web site can be addressed by recommending pages to the user that are related to the interest of the user at that time. This monograph gives an overview of the research in the area of discovering and modeling the users' interest in order to recommend related Web pages. The Web page recommender systems studied in this monograph are categorized according to the data mining algorithms they use for recommendation. Table of Contents: Introduction to Web Page Recommender Systems / Preprocessing for Web Page Recommender Models / Pattern Extraction / Evaluation Metrics

SKU	Nicht verfügbar
ISBN 13	9781608452477
ISBN 10	1608452476
Titel	Web Page Recommendation Models
Autor	Sule Gunduz-Oguducu
Serie	Synthesis Lectures On Data Management
Buchzustand	Nicht verfügbar
Bindungsart	Paperback
Verlag	Morgan & Claypool Publishers
Erscheinungsjahr	2010-11-30
Seitenanzahl	85
Hinweis auf dem Einband	Die Abbildung des Buches dient nur Illustrationszwecken, die tatsächliche Bindung, das Cover und die Auflage können sich davon unterscheiden.