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Book Categories |
| List of Figures | ||
| List of Tables | ||
| Preface | ||
| Acknowledgements | ||
| Foreword | ||
| Pt. I | Fundamentals | |
| 1 | Introduction | 3 |
| 1 | Motivation & Problem Description | 3 |
| 2 | Research Questions | 4 |
| 3 | Reader's Guide | 6 |
| 2 | Ontology - Definition & Overview | 11 |
| 1 | Ontologies for Communication - A Layered Approach | 15 |
| 2 | Development & Application of Ontologies | 21 |
| 3 | Layered Ontology Engineering | 29 |
| 1 | Ontology Engineering Framework | 30 |
| 2 | Layered Representation | 34 |
| Pt. II | Ontology Learning for the Semantic Web | |
| 4 | Ontology Learning Framework | 59 |
| 1 | A Taxonomy of Relevant Data for Ontology Learning | 60 |
| 2 | An Architecture for Ontology Learning | 66 |
| 3 | Phases of Ontology Learning | 73 |
| 5 | Data Import & Processing | 81 |
| 1 | Importing & Processing Existing Ontologies | 83 |
| 2 | Collecting, Importing & Processing Documents | 95 |
| 6 | Ontology Learning Algorithms | 117 |
| 1 | Algorithms for Ontology Extraction | 118 |
| 2 | Algorithms for Ontology Maintenance | 140 |
| Pt. III | Implementation & Evaluation | |
| 7 | The Text-to-Onto Environment | 151 |
| 1 | Component-based Architecture | 153 |
| 2 | Ontology Engineering Environment OntoEdit | 154 |
| 3 | Components for Ontology Learning | 163 |
| 8 | Evaluation | 171 |
| 1 | The Evaluation Approach | 172 |
| 2 | Ontology Comparison Measures | 173 |
| 3 | Human Performance Evaluation | 183 |
| 4 | Ontology Learning Performance Evaluation | 190 |
| Pt. IV | Related Work & Outlook | |
| 9 | Related Work | 203 |
| 1 | Related Work on Ontology Engineering | 204 |
| 2 | Related Work on Frameworks of KA & ML | 209 |
| 3 | Related Work on Data Import & Processing | 212 |
| 4 | Related Work on Algorithms | 214 |
| 5 | Related Work on Evaluation | 219 |
| 10 | Conclusion & Outlook | 223 |
| 1 | Contributions | 223 |
| 2 | Insights into Ontology Learning | 224 |
| 3 | Unanswered Questions | 225 |
| 4 | Future Research | 226 |
| References | 228 | |
| Index | 242 |
| Price | Condition | Delivery | Seller | Action |
| $119.00 | Digital |
| WonderClub |
Efraim Jaronowski
reviewed Ontology Learning For The Semantic Web on January 29, 2011
Ontology Learning For The Semantic Web
This book is by far the best database book I have ever read. It gives detailed explanation in a top-down approach in every part of database system. However, it is not perfect because the book focuses on theoretical perspective but lack of practical implementation pointer. But, I like this book better than the cow book, which filled with typos and ill-printed pages.
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