New Book: "Web Data Mining"
Einat Amitay <einat-7z/[email protected]>
| Newsgroups | gmane.comp.information-retrieval.webir |
|---|---|
| Message-ID | <OF014C240D.4904E66A-ONC2257259.00500611-C2257259.005020E3@il.ibm.com> |
Liu, Bing
Web Data Mining:
Exploring Hyperlinks, Contents, and Usage Data
Series: Data-Centric Systems and Applications
2007, 532 p., 177 illus., Hardcover
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 table of contents and sample
chapter):
www.springer.com/3-540-37881-2
You can also order the book from the page or amazon.com.
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
I have a web page for the book at:
http://www.cs.uic.edu/~liub/WebMiningBook.html
I will be very happy to hear your comments. If you find any errors in the
book, please drop me an email (liub-PIneZzM5/[email protected]). I really appreciate it.
Best Wishes for the New Year,
Bing Liu
http://www.cs.uic.edu/~liub