Description |
1 online resource (xvi, 218 pages) : illustrations |
Series |
Wiley series on methods and applications in data mining |
|
Wiley series on methods and applications in data mining.
|
Contents |
Information retrieval and web search -- Hyperlink-based ranking -- Clustering -- Evaluating clustering -- Classification -- Introduction to web usage mining -- Preprocessing for web usage mining -- Exploratory data analysis for web usage mining -- Modeling for web usage mining : clustering, association, and classification |
Summary |
This book introduces the reader to methods of data mining on the web, including uncovering patterns in web content (classification, clustering, language processing), structure (graphs, hubs, metrics), and usage (modeling, sequence analysis, performance) |
Bibliography |
Includes bibliographical references and index |
Subject |
Data mining.
|
|
Web databases.
|
Form |
Electronic book
|
Author |
Larose, Daniel T.
|
ISBN |
0470108088 (electronic bk.) |
|
1280901039 |
|
9780470108086 (electronic bk.) |
|
9781280901034 |
|