Frontiers in artificial intelligence and applications. Knowledge-based intelligent engineering systems ;
مشخصه جلد
v. 170
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references (pages 241-267) and index.
یادداشتهای مربوط به مندرجات
متن يادداشت
Introduction -- Web data -- Knowledge discovery from web data -- Web information repository -- Mining the web -- Web-based personalization systems -- Extracting patterns from user behavior in a web site -- Acquiring and maintaining knowledge extracted from web data -- A framework for developing adaptive web sites -- In place of conclusions.
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
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.
یادداشتهای مربوط به سفارشات
منبع سفارش / آدرس اشتراک
IOS Press
شماره انبار
978-1-58603-831-1
ویراست دیگر از اثر در قالب دیگر رسانه
عنوان
Adaptive web sites.
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Adaptive computing systems.
موضوع مستند نشده
Data mining.
موضوع مستند نشده
Web databases.
موضوع مستند نشده
Adaptive computing systems.
موضوع مستند نشده
COMPUTERS-- Networking-- Intranets & Extranets.
موضوع مستند نشده
COMPUTERS-- Web-- General.
موضوع مستند نشده
Data mining.
موضوع مستند نشده
Web databases.
مقوله موضوعی
موضوع مستند نشده
COM-- COM004000
رده بندی ديویی
شماره
004
.
678
ويراست
22
رده بندی کنگره
شماره رده
QA76
.
9
.
D343
نشانه اثر
V45
2008eb
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )