Mining the Web: Discovering Knowledge from Hypertext Data
Language: English
Published by Morgan Kaufmann, 2002
Series: Book 8 of 22 - The Morgan Kaufmann Series in Data Management Systems
- Hardcover
- Used
Seller: World of Books Inc, Montgomery, IL, U.S.A.World of Books Inc
AbeBooks seller since March 23, 2026
Condition: Used - Very good
£ 5.00
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Add to basketItem description from seller
Mining the Web: Discovering Knowledge from Hypertext Data is the first book devoted entirely to techniques for producing knowledge from the vast body of unstructured Web data. Building on an initial survey of infrastructural issues--including Web crawling and indexing--Chakrabarti examines low-level machine learning techniques as they relate specifically to the challenges of Web mining. He then devotes the final part of the book to applications that unite infrastructure and analysis to bring machine learning to bear on systematically acquired and stored data. Here the focus is on results: the strengths and weaknesses of these applications, along with their potential as foundations for further progress. From Chakrabarti's work--painstaking, critical, and forward-looking--readers will gain the theoretical and practical understanding they need to contribute to the Web mining effort.
Seller Inventory # CIN1558607544VG
- Title
- Mining the Web: Discovering Knowledge from Hypertext Data
- Author
- Soumen Chakrabarti
- Publisher
- Morgan Kaufmann
- Publication year
- 2002
- Condition
- Very Good
- Binding
- Hardback
- Language
- English
- ISBN 10
- 1558607544
- ISBN 13
- 9781558607545
- Series
- Book 8 of 22: The Morgan Kaufmann Series in Data Management Systems
- A comprehensive, critical exploration of statistics-based attempts to make sense of Web Mining
- Details the special challenges associated with analyzing unstructured and semi-structured data
- Looks at how classical Information Retrieval techniques have been modified for use with Web data
- Focuses on today's dominant learning methods: clustering and classification, hyperlink analysis, and supervised and semi-supervised learning
- Analyzes current applications for resource discovery and social network analysis
- An excellent way to introduce students to especially vital applications of data mining and machine learning technology
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World of Books Inc
Montgomery, IL, U.S.A.
AbeBooks seller since March 23, 2026
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