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Ontology learning for the semantic Web

Author: Alexander Maedche
Publisher: Boston : Kluwer Academic Publishers, ©2002.
Series: Kluwer international series in engineering and computer science, SECS 665.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:

Explores techniques for applying knowledge discovery techniques to different web data sources, such as HTML documents, dictionaries, and more, in order to support the task of engineering and  Read more...

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Details

Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Alexander Maedche
ISBN: 0792376560 9780792376569
OCLC Number: 48494055
Description: xxiii, 244 pages : illustrations ; 24 cm.
Contents: Foreword / R. Studer --
Motivation and Problem Description --
Research Questions --
Ontology--Definition and Overview --
Ontologies for Communication--A Layered Approach --
Development and Application of Ontologies --
Layered Ontology Engineering --
Ontology Engineering Framework --
Layered Representation --
Further Topics in Ontology Engineering --
Ontology Learning for Ontology Engineering --
Ontology Learning for the Semantic Web --
Ontology Learning Framework --
A Taxonomy of Relevant Data for Ontology Learning --
An Architecture for Ontology Learning --
Overview of the Architecture Components --
Ontology Engineering Workbench ONTOEDIT --
Data Import and Processing Component --
Algorithm Library --
Graphical User Interface and Management Component --
Phases of Ontology Learning --
Import and Reuse --
Extract --
Prune --
Refine --
Data Import and Processing --
Importing and Processing Existing Ontologies --
Ontology Wrapper and Import --
FCA-MERGE--Bottom-Up Ontology Merging --
Collecting, Importing and Processing Documents --
Ontology-focused Document Crawling --
Shallow Text Processing using SMES --
Semi-Structured Document Wrapper --
Transforming Data into Relational Structures --
Language Processing for Ontology Learning --
Ontology Learning from Web Documents --
(Multi- )Relational Data --
Ontology Learning Algorithms --
Algorithms for Ontology Extraction --
Lexical Entry Extraction --
Taxonomy Extraction --
Non-Taxonomic Relation Extraction --
Algorithms for Ontology Maintenance --
Ontology Pruning.
Series Title: Kluwer international series in engineering and computer science, SECS 665.
Responsibility: by Alexander Maedche.
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