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Web data mining : exploring hyperlinks, contents, and usage data /

Liu, Bing, 1963-

Web data mining : exploring hyperlinks, contents, and usage data / Bing Liu. - Second Edition. - xx, 622 pages. : illustrations; 25 cm. - Data-centric systems and applications .

Includes bibliographical references and index.

1. Introduction --
Part I: Data Mining Foundations --
2. Association Rules and Sequential Patterns --
3. Supervised Learning --
4. Unsupervised Learning --
5. Partially Supervised Learning --
Part II: Web Mining --
6. Information Retrieval and Web Search --
7. Social Network Analysis --
8. Web Crawling --
9. Structured Data Extraction: Wrapper Generation --
10. Information Integration --
11. Opinion Mining and Sentiment Analysis --
12. Web Usage Mining.

ISBN: 9783642194597

LCCN: 2011932320

Subjects--Topical Terms:
Data mining.
Web databases.

LC Class. No.: QA76.9.D343 / L58 2011

Dewey Class. No.: 006.312 / L.B.W

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