Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data
By Bing Liu
2007, 532 p., 177 illus., Hardcover, Springer.
ISBN-10: 3-540-37881-2
ISBN-13: 978-3-540-37881-5
The book is a textbook written for advanced undergraduate
students, graduate students, researchers and development
professionals in the field.
Read more detailed information (including detailed table
of contents) at
http://www.cs.uic.edu/~liub/WebMiningBook.html
The ordering information is also in the page. It was out of
stock for a while. It is available now.
Chapters:
1. Introduction
2. Association Rules and Sequential Patterns
3. Supervised Learning
4. Unsupervised Learning
5. Partially Supervised Learning
6. Information Retrieval and Web Search
7. Link Analysis
8. Web Crawling
9. Structured Data Extraction: Wrapper Generation
10 Information Integration
11. Opinion Mining
12. Web Usage Mining
Cheers,
Bing Liu
http://www.cs.uic.edu/~liub
Received on Fri Jun 15 07:47:30 2007
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