Limit search to available items
Book Cover
Book
Author Maedche, Alexander.

Title Ontology learning for the semantic Web / by Alexander D. Maedche
Published Boston ; London : Kluwer Academic Publishers, 2002

Copies

Location Call no. Vol. Availability
 W'PONDS  006.7 Mae/Olf  AVAILABLE
Description xxiii, 244 pages : illustrations ; 25 cm
Series Kluwer international series in engineering and computer science. ; SECS665
Kluwer international series in engineering and computer science.
Contents Foreword / R. Studer -- Pt. I. Fundamentals -- 1. Introduction -- 1. Motivation & Problem Description -- 2. Research Questions -- 3. Reader's Guide -- 2. Ontology - Definition & Overview -- 1. Ontologies for Communication - A Layered Approach -- 2. Development & Application of Ontologies -- 3. Layered Ontology Engineering -- 1. Ontology Engineering Framework -- 2. Layered Representation -- Pt. II. Ontology Learning for the Semantic Web -- 4. Ontology Learning Framework -- 1. A Taxonomy of Relevant Data for Ontology Learning -- 2. An Architecture for Ontology Learning -- 3. Phases of Ontology Learning -- 5. Data Import & Processing -- 1. Importing & Processing Existing Ontologies -- 2. Collecting, Importing & Processing Documents -- 6. Ontology Learning Algorithms -- 1. Algorithms for Ontology Extraction -- 2. Algorithms for Ontology Maintenance -- Pt. III. Implementation & Evaluation -- 7. The Text-to-Onto Environment -- 1. Component-based Architecture -- 2. Ontology Engineering Environment OntoEdit -- 3. Components for Ontology Learning -- 8. Evaluation -- 1. The Evaluation Approach -- 2. Ontology Comparison Measures -- 3. Human Performance Evaluation -- 4. Ontology Learning Performance Evaluation -- Pt. IV. Related Work & Outlook -- 9. Related Work -- 1. Related Work on Ontology Engineering -- 2. Related Work on Frameworks of KA & ML -- 3. Related Work on Data Import & Processing -- 4. Related Work on Algorithms -- 5. Related Work on Evaluation -- 10. Conclusion & Outlook -- 1. Contributions -- 2. Insights into Ontology Learning -- 3. Unanswered Questions -- 4. Future Research
Bibliography Includes bibliographical references (pages [229]-241) and index
Subject Web site development.
Metadata.
Ontology.
Artificial intelligence.
Semantic Web.
Knowledge acquisition (Expert systems)
LC no. 2001058188
ISBN 0792376560 hardback alkaline paper