Web Usage Analysis and User Profiling
After the advent of data mining and its successful application on conventional data, Web-related information has been an appropriate and increasingly popular target of knowledge discovery. Depending on whether the data used in the knowledge discovery process concerns the Web itself in terms of content or the usage of the content, one distinguishes between Web content mining and Web usage mining. This book is the first one entirely devoted to Web usage mining. It originates from the WEBKDD'99 Workshop held during the 1999 KDD Conference. The ten revised full papers presented together with an introductory survey by the volume editors documents the state of the art in this exciting new area. The book presents topical sections on Modeling the User, Discovering Rules and Patterns of Navigation, and Measuring interestingness in Web Usage Mining.
| ISBN: | 9783540678182 |
|---|---|
| Sprache: | Englisch |
| Seitenzahl: | 182 |
| Produktart: | Kartoniert / Broschiert |
| Herausgeber: | Masand, Brij Spiliopoulou, Myra |
| Verlag: | Springer Berlin |
| Veröffentlicht: | 26.07.2000 |
| Untertitel: | International WEBKDD'99 Workshop San Diego, CA, USA, August 15, 1999 Revised Papers |
| Schlagworte: | Internet Data Mining Navigation Patterns User Modeling Web Web Site Personalization Web Usage Analysis Web Usage Mining Web User Profiling data mining knowledge |