Adaptive web sites : a knowledge extraction from web data approach / Juan D. Velasquez and Vasile Palade.

Format:

Book

Author/Creator:

Velásquez, Juan D.

Contributor:

Palade, Vasile, 1964-

Series:

Frontiers in artificial intelligence and applications. Knowledge-based intelligent engineering systems ; v. 170.

Frontiers in artificial intelligence and applications. Knowledge-based intelligent engineering systems ; v. 170

Language:

English

Subjects (All):

Adaptive computing systems.

Data mining.

Web databases.

Physical Description:

1 online resource (296 p.)

Edition:

1st ed.

Place of Publication:

Amsterdam : IOS Press, c2008.

Language Note:

English

Summary:

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

Contents:

Title page; Contents; Foreword; 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; Bibliography

Notes:

Description based upon print version of record.

Includes bibliographical references (p. 241-267) and index.

ISBN:

6611733299

1-281-73329-6

9786611733292

1-4416-1436-2

1-60750-307-7

600-00-0326-9

1-4337-1136-2

OCLC:

437202846