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Mining the Web : discovering knowledge from hypertext data

Author: Soumen Chakrabarti
Publisher: Amsterdam : Morgan Kaufmann, [20]07.
Series: The @Morgan Kaufmann series in data management systems
Edition/Format:   Print book : English : [Nachdr.]View all editions and formats
Summary:

Examines low-level machine learning techniques as they relate specifically to the challenges of Web mining. This work focuses on applications that unite infrastructure and analysis to bring machine  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Soumen Chakrabarti
ISBN: 9781558607545 1558607544
OCLC Number: 263706453
Description: XVIII, 345 Seiten : Diagramme.
Contents: Preface. Introduction. I Infrastructure: Crawling the Web. Web search. II Learning: Similarity and clustering. Supervised learning for text. Semi-supervised learning. III Applications: Social network analysis. Resource discovery. The future of Web mining.
Series Title: The @Morgan Kaufmann series in data management systems
Responsibility: Soumen Chakrabarti.
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"...solid and beneficial to readers interested in Web data mining, especially those interested in the details of algorithmic implementation." - Bernard J. Jansen, Information Processing & Read more...

 
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