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.
- ISBN10 1281035327
- ISBN13 9781281035325
- Publish Date 14 January 2008 (first published 15 October 2002)
- Publish Status Active
- Out of Print 17 June 2015
- Publish Country US
- Imprint Morgan Kaufmann Publishers
- Format eBook
- Pages 345
- Language English