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

Author: Bing Liu
Publisher: Berlin ; New York : Springer, ©2007.
Series: Data-centric systems and applications.
Edition/Format:   eBook : Document : EnglishView all editions and formats
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This is the first book to provide such a comprehensive text on Web data mining. The book brings together all the essential concepts and algorithms from related areas such as data mining, machine  Read more...

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Genre/Form: Electronic books
Additional Physical Format: Print version:
Liu, Bing, 1963-
Web data mining.
Berlin ; New York : Springer, ©2007
(OCoLC)77482225
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Bing Liu
ISBN: 9783540378822 3540378820 3540378812 9783540378815
OCLC Number: 185026453
Description: 1 online resource (xix, 532 pages) : illustrations.
Contents: 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 - References, Index
Series Title: Data-centric systems and applications.
Responsibility: Bing Liu.

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From the reviews: "This is a textbook about data mining and its application to the Web. ! Liu succeeds in helping readers appreciate the key role that data mining and machine learning play in Web Read more...

 
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