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Mining the Web
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Mining the Web: Discovering Knowledge from Hypertext Data is the first book entirely techniques to generate knowledge from a large body of unstructured Web data. * A comprehensive, critical exploration of efforts to understand the statistics-based Web Mining. * Details the special challenges associated with analyzing unstructured data and semi-structured. * Looking at how classical Information Retrieval techniques have been modified for use with Web data. * Focus on the dominant method of learning today: clustering and classification, hyperlink analysis, and supervised learning and semi-supervised. * 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.
Computer eBook Details
- ISBN-10: 1558607544
- ISBN-13: 9781558607545
- Publisher: Morgan Kaufmann
- Pages: 344
- Date: October 2002