Web data mining : exploring hyperlinks, contents, and usage data / Bing Liu.

By:

Liu, Bing, 1963-

Material type: Text

TextSeries: Data-centric systems and applicationsPublisher: Heidelberg ; New York : Springer, c2011Edition: Second EditionDescription: xx, 622 pages. : illustrations; 25 cmContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9783642194597

Subject(s):

DDC classification:

21 006.312 L.B.W

LOC classification:

QA76.9.D343 L58 2011

Online resources:

Abstract

Contents:

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.

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode
Books	Main library A2	Computers & Information Technology ( Information systems )	006.312 L.B.W (Browse shelf(Opens below))	Available		00009320

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.

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