Intelligent Exploration of the Web

by Szczepaniak, Piotr S.; Segovia, Javier; Kacprzyk, Janusz; Zadeh, Lotfi Asker; Segovia, Javier

• ISBN13: 9783790815290
• ISBN10: 3790815292
• Format: Hardcover
• Copyright: 2003-02-01
• Publisher: Physica Verlag

Summary

The book contains an up-to-date collection of contributions from around the world that cover the wide spectrum of problems related to the World Wide Web. These problems include: organization of Web resources, information retrieval including browsing and Web data mining. Particular emphasis has been put on the creative and innovative application of intelligent methods for effective operations on the Web (information retrieval, extraction, and interpretation). The methods involve but are not restricted to fuzzy logic, neural networks, intelligent clustering, intelligent agents, and expert systems; and operate on textual and - in some cases - multimedia-based Web databases.

Table of Contents

Foreword	v
Lotfi A. Zadeh
Preface	ix
Piotr S. Szczepaniak
CREATION AND REPRESENTATION OF WEB RESOURCES
Structure Analysis and Generation for Internet Documents	3	(16)
K.-H. Lee
Y.-C. Choy
S.-B. Cho
A Fuzzy System for the Web Page Representation	19	(19)
A. Ribeiro
V. Fresno
M.C. Garcia-Alegre
D. Guinea
Flexible Representation and Retrieval of Web Documents	38	(19)
G. Bordogna
G. Pasi
INFORMATION RETRIEVAL
Intelligent Information Retrieval on the Web	57	(17)
M. Klopotek
Internet as a Challenge to Fuzzy Querying	74	(22)
J. Kacprzyk
S. Zadrozny
Internet Search Based on Text Intuitionistic Fuzzy Similarity	96	(7)
P.S. Szczepaniak
A. Niewiadomski
Content-Based Fuzzy Search in a Multimedia Web Database	103	(16)
M.T.P. Vieira
M. Biajiz
S.R. Borges Junior
E.C. Teixeira
F.G. dos Santos
J.M. Figueiredo
Self-Organizing Maps for Interactive Search in Document Databases	119	(17)
A. Nurnberger
A. Klose
R. Kruse
Methods for Exploratory Cluster Analysis	136	(16)
S. Kaski
J. Nikkila
T. Kohonen
Textual Information Retrieval with User Profiles Using Fuzzy Clustering and Inferencing	152	(14)
D.H. Kraft
J. Chen
M.J. Martin-Bautista
M.-A. Vila
Intelligent Clustering as Source of Knowledge for Web Dialogue Manager in an Information Retrieval System	166	(15)
P. Quaresma
I. Pimenta Rodrigues
Document Clustering Using Tolerance Rough Set Model and Its Application to Information Retrieval	181	(16)
T.B. Ho
S. Kawasaki
N.B. Nguyen
Improving Web Search by the Identification of Contextual Information	197	(28)
F. Aguiar
Intelligent Internet-Based Multiagent Systems	225	(15)
B. Blackstock
Neural Agent for Text Database Discovery	240	(15)
Y.S. Choi
Intelligent Web Agents that Learn to Retrieve and Extract Information	255	(20)
T. Eliassi-Rad
J. Shavlik
Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach	275	(13)
C.A. Knoblock
K. Lerman
S. Minton
I. Muslea
Web Browsing Using Machine Learning on Text Data	288	(16)
D. Mladenic
Retrieval of Semistructured Web Data	304	(20)
E. Bertino
M.-S. Hacid
F. Toumani
Intelligent Retrieval of Hypermedia Documents	324	(21)
M. Lalmas
T. Rolleke
N. Fuhr
Bootstrapping an Ontology-Based Information Extraction System	345	(18)
A. Maedche
G. Neumann
S. Staab
WEB DATA MINING AND USE
Intelligent Web Mining	363	(26)
E. Menasalvas
O. Marban
S. Millan
J.M. Pena
A Neural Net Approach to Data Mining: Classification of Users to Aid Information Management	389	(13)
J. Griffith
P. O'Dea
C. O'Riordan
Web-Based Expert Systems: Information Clients versus Knowledge Servers	402	(17)
N.H.M. Caldwell
B.C. Breton
D.M. Holburn
Subject Index	419