Mining the Web: Discovering Knowledge from Hypertext Data
Soumen Chakrabarti, Soumen (Asst. Prof. of Computer Science Chakrabarti, Indian Institute of Technology Bombay)
Morgan Kaufmann, 23. 10. 2002 - Počet stran: 344
Mining the Web: Discovering Knowledge from Hypertext Data is the first book devoted entirely to techniques for extracting and 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 machine learning techniques as they relate specifically to the challenges of Web mining and provides applications of machine learning to sytematically acquire, store, and analyze data. Here the focus is on results: the strengths and weaknesses of these applications, along with their potential as foundations for further progress toward a Web that is more aware of content semantics. This thorough and forward-looking book gives the theoretical and practical foundations you need to build innovative applications for mining the Web.
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