Description
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)
About the Author
Pierre Baldi is a chancellor's professor of computer science at University of California Irvine and the director of its Institute for Genomics and Bioinformatics. Paolo Frasconi is the author of Modeling the Internet and the Web: Probabilistic Methods and Algorithms, published by Wiley.
Reviews
"...I congratulate the authors on a very well-researched and well-written publication." (Technometrics, August 2004, Vol. 46, No. 3)
"...fascinating ...I highly recommend this book..." (Short Book Reviews, August 2004)
"...a very well-researched and well-written publication." (Technometrics, August 2004)
Book Information
ISBN 9780470849064
Author Pierre Baldi
Format Hardback
Page Count 306
Imprint John Wiley & Sons Inc
Publisher John Wiley & Sons Inc
Weight(grams) 595g
Dimensions(mm) 232mm * 159mm * 23mm