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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 |
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Add Ontology Learning for the Semantic Web, Ontology Learning for the Semantic Web explores techniques for applying knowledge discovery techniques to different web data sources (such as HTML documents, dictionaries, etc.), in order to support the task of engineering and maintaining ontologies. The , Ontology Learning for the Semantic Web to the inventory that you are selling on WonderClubX
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Add Ontology Learning for the Semantic Web, Ontology Learning for the Semantic Web explores techniques for applying knowledge discovery techniques to different web data sources (such as HTML documents, dictionaries, etc.), in order to support the task of engineering and maintaining ontologies. The , Ontology Learning for the Semantic Web to your collection on WonderClub |