Modeling the Internet and the Web
Probabilistic Methods and Algorithms
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Beschreibung
Modeling the Internet and the Web covers the most important aspectsof modeling the Web using a modern mathematical and probabilistictreatment. It focuses on the information and application layers, aswell as some of the emerging properties of the Internet.
* Provides a comprehensive introduction to the modelingof 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 Webwill be of interest to students and researchers from a variety ofdisciplines including computer science, machine learning,engineering, statistics, economics, business, and the socialsciences.
"This book is fascinating!" - David Hand (Imperial College,UK)
"This book provides an extremely useful introduction to theintellectually stimulating problems of data mining electronicbusiness." - Andreas S. Weigend (Chief Scientist, Amazon.com)
Autor*in
Pierre Baldi
Themen in »Modeling the Internet and the Web«
Angew. Wahrscheinlichkeitsrechn. u. Statistik / Modelle Applied Probability & Statistics - Models Bioinformatics & Computational Biology Bioinformatik u. Computersimulationen in der Biowissenschaften Biowissenschaften Computer Science Computer Science Special Topics Informatik Life Sciences Modell (Math.) Spezialthemen Informatik Statistics Statistik
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"...I congratulate the authors on a very well-researched andwell-written publication." (Technometrics, August 2004, Vol.46, No. 3)
"...fascinating ...I highly recommend thisbook..." (Short Book Reviews, August 2004)
"...a very well-researched and well-writtenpublication." (Technometrics, August 2004)
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