Modeling the Internet and the Web

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 Provides a comprehensive introduction to the modeling of the Internet and the Web at the information level.
 Takes a modern approach based on mathematical, probabilistic, and graphical modeling.
 Provides an integrated presentation of theory, examples, exercises and applications.
 Covers key topics such as text analysis, link analysis, crawling techniques, human behaviour, and commerce on the Web.

Modeling the Internet and the Web covers the most important aspects of modeling the Web using a modern mathematical and probabilistic treatment. It focuses on the information and application layers, as well as some of the emerging properties of the Internet.  Provides a comprehensive introduction to the modeling of the Internet and the Web at the information level.  Takes a modern approach based on mathematical, probabilistic, and graphical modeling.  Provides an integrated presentation of theory, examples, exercises and applications.  Covers key topics such as text analysis, link analysis, crawling techniques, human behaviour, and commerce on the Web. Interdisciplinary in nature, Modeling the Internet and the Web will be of interest to students and researchers from a variety of disciplines including computer science, machine learning, engineering, statistics, economics, business, and the social sciences. This book is fascinating! – David Hand (Imperial College, UK) This book provides an extremely useful introduction to the intellectually stimulating problems of data mining electronic business.
– Andreas S. Weigend (Chief Scientist, Amazon.com)

Book Author

Padhraic Smyth, Paolo Frasconi, Pierre Baldi

ISBN

9780470849064

Language

English

Publisher

Wiley

Publication Date

07-07-2003

Format

eBook

Pages

749

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