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Mining the Web: Discovering Knowledge from Hypertext Data
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Jump down to see edition details for: Hardcover | Miscellaneous
Bibliographic Detail
Publisher Morgan Kaufmann Pub
Publication date October 9, 2002
Pages 345
Binding Hardcover
Book category Adult Non-Fiction
ISBN-13 9781558607545
ISBN-10 1558607544
Dimensions 1 by 7.50 by 9.50 in.
Weight 1.90 lbs.
Original list price $96.95
Summaries and Reviews
Amazon.com description: Product Description: 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.

* 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.

Editions
Hardcover
Book cover for 9781558607545
 
The price comparison is for this edition
from Morgan Kaufmann Pub (October 9, 2002)
9781558607545 | details & prices | 345 pages | 7.50 × 9.50 × 1.00 in. | 1.90 lbs | List price $96.95
About: 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.
Miscellaneous
from Morgan Kaufmann Pub (June 25, 1905)
9780080511726 | details & prices | 344 pages | List price $74.95

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