Book,

Modeling the Internet and the Web: Probabilistic Methods and Algorithms

, , and .
John Wiley & Sons, London, UK, (2003)

Abstract

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. <p>  Provides a comprehensive introduction to the modeling of the Internet and the Web at the information level.<br>  Takes a modern approach based on mathematical, probabilistic, and graphical modeling.<br>  Provides an integrated presentation of theory, examples, exercises and applications.<br>  Covers key topics such as text analysis, link analysis, crawling techniques, human behaviour, and commerce on the Web. <p> 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. <p> "This book is fascinating!" - David Hand (Imperial College, UK) <p> "This book provides an extremely useful introduction to the intellectually stimulating problems of data mining electronic business." - Andreas S. Weigend (Chief Scientist, Amazon.com)<br>

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