Linguistically Motivated Ontology-Based Information Retrieval:
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
2013
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| Schlagworte: | |
| Online-Zugang: | kostenfrei https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-23214 Inhaltsverzeichnis |
| Beschreibung: | XII, 287 S. graph. Darst. |
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Datensatz im Suchindex
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| adam_text | IMAGE 1
CONTENTS
ACKNOWLEDGEMENTS VII
1. INTRODUCTION 1
1.1. INTRODUCTION AND MOTIVATION 2
1.2. PROBLEM DEFINITION 5
1.2.1. ONTOLOGIES AND NATURAL LANGUAGE 5
1.2.2. PIPELINED PROCESSING 6
1.2.3. ALIGNMENT OF ONTOLOGY AND NATURAL LANGUAGE TEXT 7
1.2.4. AMBIGUITY, VAGUENESS AND REFERENCE TRANSFER 9
. 1.2.5. RETRIEVING INFORMATION FROM SEMANTIC INTERPRETATIONS 9
1.3. OBJECTIVES 11
1.3.1. COMBINING ONTOLOGIES WITH NATURAL LANGUAGE 11
1.3.2. CONCURRENT ANALYSIS OF NATURAL LANGUAGE SPECIFIC PROBLEMS .... 11
1.3.3. SEMANTIC INTERPRETATION OF NATURAL LANGUAGE TEXT 12
1.3.4. HANDLING AMBIGUITIES, VAGUENESS AND REFERENCE TRANSFER 12 1.3.5.
SEMANTIC INFORMATION RETRIEVAL 13
1.4. ARCHITECTURE 14
1.5. PUBLICATIONS 15
1.6. OUTLINE 16
2. BASICS 19
2.1. NATURAL LANGUAGE 20
2.1.1. MORPHOLOGY 20
2.1.2. SYNTAX 22
2.1.3. MEANING 26
2.1.4. AMBIGUITY, VAGUENESS AND REFERENCE TRANSFER 28
2.1.5. COGNITIVE LINGUISTICS AND CONSTRUCTION GRAMMAR 29
2.1.6. COMPUTATIONAL LINGUISTICS 33
2.2. ONTOLOGY 40
2.2.1. RDF AND RDFS 41
2.2.2. OWL 44
IX
HTTP://D-NB.INFO/1042073228
IMAGE 2
X CONTENTS
2.2.3. LINGUISTIC GROUNDING 47
2.3. ONTOLOGY-BASED INFORMATION RETRIEVAL & EXTRACTION 52
3. COMBINING ONTOLOGICAL AND LINGUISTIC INFORMATION 57
3.1. INTRODUCTION 58
3.2. REQUIREMENTS 60
3.3. SE-DSNL META MODEL 63
3.3.1. SCOPE 64
3.3.2. SEMANTIC SCOPE 65
3.3.3. SYNTACTIC SCOPE 67
3.3.4. CONSTRUCTION SCOPE 67
3.3.5. INTERPRETATION SCOPE 68
3.4. FORMAL SPECIFICATION 71
3.5. CREATING KNOWLEDGE 77
3.5.1. OWL TO SEMANTICSCOPE TRANSFORMATION 77
3.5.2. LINGUISTIC REPRESENTATION OF SEMANTICELEMENTS 83
3.5.3. MAPPING SYNTACTIC AND SEMANTIC STRUCTURES 85
3.5.4. MODELING GUIDELINES 87
3.5.5. MULTILINGUAL REPRESENTATION 92
3.5.6. CONCLUSION 93
3.6. RELATED WORK 94
4. SEMANTIC INTERPRETATION OF NATURAL LANGUAGE 97
4.1. INTRODUCTION 98
4.2. SEMANTIC INTERPRETATION 99
4.2.1. SYNTAX TREE ALIGNMENT 99
4.2.2. CONSTRUCTION APPLICATION 104
4.2.3. SOLUTION EXTRACTION 114
4.2.4. CREATING THE INTERPRETATION MODEL 120
4.2.5. DETECTING TERMINATION CASES 121
4.2.6. HANDLING RUNTIME COMPLEXITY 124
4.3. FUNCTIONS 125
4.3.1. CORRECT WORD ORDER 125
4.3.2. PRONOMINAL ANAPHORA RESOLUTION 129
4.3.3. CHECK AND CREATE TRIPLE 136
4.3.4. SEMANTIC TYPE CHECK 137
4.4. RELATED WORK 138
4.4.1. ONTOLOGY-BASED INFORMATION RETRIEVAL 138
4.4.2. ONTOLOGY-BASED INFORMATION EXTRACTION 141
4.4.3. SEMANTIC ANNOTATION 143
IMAGE 3
CONTENTS XI
4.4.4. CONCLUSION 143
5. SEMANTIC SPREADING ACTIVATION 147
5.1. INTRODUCTION 148
5.2. REQUIREMENTS 150
5.3. EXAMPLE 151
5.4. DEFINITIONS 152
5.5. INITIALIZE TOKENS 155
5.6. CREATE THE TOKEN FLOW 157
5.7. ANALYZE THE TOKEN FL OW 159
5.8. TERMINATION 163
5.9. RESULT COMPUTATION 165
5.10. RELATED WORK 170
6. SEMANTIC INFORMATION RETRIEVAL AND CLASSIFICATION 173
6.1. INTRODUCTION AND MOTIVATION 174
6.1.1. PROBLEM DEFINITION 175
6.1.2. REQUIREMENTS 176
6.2. PATTERN METAMODEL 178
6.3. PATTERN SEMANTICS 181
6.3.1. TARGET CARDINALITY 183
6.3.2. NECESSITY 183
6.3.3. EXTENDED MATCHING 184
6.3.4. TRANSITIVITY 185
6.4. PATTERN EVALUATION 188
6.4.1. PHASE 1 - SELECTION 188
6.4.2. PHASE 2 - EVALUATION 191
6.5. RELATED WORK 197
7. EVALUATION 199
7.1. INTRODUCTION AND MOTIVATION 200
7.2. FRAMEWORK ARCHITECTURE 202
7.3. SCENARIO-BASED EVALUATION 205
7.3.1. MODIFIABILITY 205
7.3.2. REUSABILITY 209
7.3.3. PERFORMANCE 212
7.4. CASE STUDY 1 214
7.4.1. CASE STUDY DESIGN 215
7.4.2. RESULTS 223
7.4.3. DISCUSSION 225
IMAGE 4
XII CONTENTS
7.4.4. CONCLUSION 230
7.5. CASE STUDY 2 232
7.5.1. CASE STUDY DESIGN 233
7.5.2. RESULTS 242
7.5.3. DISCUSSION 243
7.5.4. CONCLUSION 248
8. CONCLUSION 249
8.1. SUMMARY 250
8.2. OUTLOOK 253
A. APPENDIX 255
A.L. POS TAGS AND SYNTACTIC CATEGORIES FROM PENN TREEBANK 256
A.2. CASE STUDY 1 TEXTS 257
A.3. CASE STUDY 2 COMMANDS 258
ACRONYMS 259
BIBLIOGRAPHY 261
LIST OF FIGURES 279
LIST OF TABLES 283
LIST OF ALGORITHMS 285
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| spelling | Fischer, Wolf 1982- Verfasser (DE-588)1038393973 aut Linguistically Motivated Ontology-Based Information Retrieval Wolf Fischer 2013 XII, 287 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Augsburg, Univ., Diss., 2013 Natürliche Sprache (DE-588)4041354-8 gnd rswk-swf Semantik (DE-588)4054490-4 gnd rswk-swf Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Natürliche Sprache (DE-588)4041354-8 s Ontologie Wissensverarbeitung (DE-588)4827894-4 s Semantik (DE-588)4054490-4 s DE-604 Erscheint auch als Online-Ausgabe urn:nbn:de:bvb:384-opus4-23214 http://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/2321 Verlag kostenfrei Volltext https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-23214 Resolving-System DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026201280&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Fischer, Wolf 1982- Linguistically Motivated Ontology-Based Information Retrieval Natürliche Sprache (DE-588)4041354-8 gnd Semantik (DE-588)4054490-4 gnd Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd |
| subject_GND | (DE-588)4041354-8 (DE-588)4054490-4 (DE-588)4827894-4 (DE-588)4113937-9 |
| title | Linguistically Motivated Ontology-Based Information Retrieval |
| title_auth | Linguistically Motivated Ontology-Based Information Retrieval |
| title_exact_search | Linguistically Motivated Ontology-Based Information Retrieval |
| title_full | Linguistically Motivated Ontology-Based Information Retrieval Wolf Fischer |
| title_fullStr | Linguistically Motivated Ontology-Based Information Retrieval Wolf Fischer |
| title_full_unstemmed | Linguistically Motivated Ontology-Based Information Retrieval Wolf Fischer |
| title_short | Linguistically Motivated Ontology-Based Information Retrieval |
| title_sort | linguistically motivated ontology based information retrieval |
| topic | Natürliche Sprache (DE-588)4041354-8 gnd Semantik (DE-588)4054490-4 gnd Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd |
| topic_facet | Natürliche Sprache Semantik Ontologie Wissensverarbeitung Hochschulschrift |
| url | http://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/2321 https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-23214 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026201280&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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