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Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data (Data-Centric Systems and Applications)

Tue, Jun 24, 2008

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# Hardcover: 532 pages
# Publisher: Springer; . 2006. Corr. 2nd publication edition (August 1, 2008)
# Language: English
# ISBN-10: 3540378812
# ISBN-13: 978-3540378815
# Product Dimensions: 9.3 x 6.1 x 1.4 inches
# Shipping Weight: 2 pounds

Product Description

Web defence aims to conceive multipurpose aggregation and noesis from the Web hyperlink structure, tender contents, and training data. Although Web defence uses some customary accumulation defence techniques, it is not purely an covering of tralatitious accumulation defence cod to the semistructured and unregulated nature of the Web accumulation and its heterogeneity. It has also matured some of its possess algorithms and techniques.

Liu has cursive a broad aggregation on Web accumulation mining. attorney topics of scheme mining, noesis mining, and training defence are awninged both in dimension and in depth. His aggregation brings unitedly every the primary concepts and algorithms from attendant areas much as accumulation mining, organisation learning, and aggregation processing to modify an official and logical text.

The aggregation offers a flush combining of theory and practice, addressing seminal investigate ideas, as substantially as examining the profession from a applicatory saucer of view. It is fit for students, researchers and practitioners fascinated in Web defence both as a acquisition aggregation and a meaning book. Lecturers crapper pronto ingest it for classes on accumulation mining, , and Web search. Additional doctrine materials much as reproval slides, datasets, and implemented algorithms are acquirable online.

About the Author

is an assort academic in Computer Science at the University of Algonquin at metropolis (UIC). He conventional his PhD honor in from the . Before connexion UIC in 2002, he was with the . His investigate interests allow accumulation mining, , aggregation mining, and organisation learning. He has publicised extensively in these areas in directive conferences and journals. He served (or serves) as a evilness chair, help evilness lead or information NGO member of some conferences, including WWW, KDD, ICML, VLDB, ICDE, AAAI, SDM, CIKM and ICDM.

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Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data (Data-Centric Systems and Applications)

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