Adaptive Web Sites (inbunden)
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Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
298
Utgivningsdatum
2008-01-01
Upplaga
illustrated ed
Förlag
IOS Press,US
Medarbetare
Velasquez, Juan D.
Illustrationer
1, black & white illustrations
Dimensioner
234 x 156 x 18 mm
Vikt
595 g
Antal komponenter
1
Komponenter
52:B&W 6.14 x 9.21in or 234 x 156mm (Royal 8vo) Case Laminate on White w/Gloss Lam
ISSN
0922-6389
ISBN
9781586038311
Adaptive Web Sites (inbunden)

Adaptive Web Sites

A Knowledge Extraction from Web Data Approach

Inbunden Engelska, 2008-01-01
1789
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This book can be presented in two different ways; introducing a particular methodology to build adaptive Web sites and; presenting the main concepts behind Web mining and then applying them to adaptive Web sites. In this case, adaptive Web sites is the case study to exemplify the tools introduced in the text. The authors start by introducing the Web and motivating the need for adaptive Web sites. The second chapter introduces the main concepts behind a Web site: its operation, its associated data and structure, user sessions, etc. Chapter three explains the Web mining process and the tools to analyze Web data, mainly focused in machine learning.The fourth chapter looks at how to store and manage data. Chapter five looks at the three main and different mining tasks: content, links and usage. The following chapter covers Web personalization, a crucial topic if we want to adapt our site to specific groups of people. Chapter seven shows how to use information extraction techniques to find user behavior patterns. The subsequent chapter explains how to acquire and maintain knowledge extracted from the previous phase. Finally, chapter nine contains the case study where all the previous concepts are applied to present a framework to build adaptive Web sites. In other words, the authors have taken care of writing a self-contained book for people that want to learn and apply personalization and adaptation in Web sites. This is commendable considering the large and increasing bibliography in these and related topics. The writing is easy to follow and although the coverage is not exhaustive, the main concepts and topics are all covered.
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