Graph-based methods for large-scale multilingual knowledge integration:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Saarbrücken
Universaar
2012
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| Schriftenreihe: | Dissertationen aus der Naturwissenschaftlich-Technischen Fakultät I der Universität des Saarlandes
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XIV, 192 Seiten graph. Darst. 21 cm |
| ISBN: | 9783862230280 |
Internformat
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Datensatz im Suchindex
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|---|---|
| adam_text | IMAGE 1
CONTENTS
1 INTRODUCTION 1
1.1 MOTIVATION 1
1.2 MAIN CONTRIBUTIONS 6
1.3 OUTLINE 8
2 GRAPH-BASED KNOWLEDGE REPRESENTATION 11
2.1 KNOWLEDGE BASE PARADIGMS 12
2.2 FRAMEWORK 17
2.3 NODES AND ENTITIES - 19
2.4 ARCS AND STATEMENTS 23
3 LEXICAL INTEGRATION 27
3.1 INTRODUCTION 27
3.2 PREVIOUS WORK 31
3.3 INITIAL GRAPH CONSTRUCTION 34
3.4 ITERATIVE GRAPH REFINEMENT 41
3.5 RESULTS 54
3.6 DISCUSSION 75
4 ENTITY INTEGRATION 77
4.1 INTRODUCTION 77
4.2 PREVIOUS WORK 83
4.3 KNOWLEDGE SOURCES 86
4.4 CONSIDERING DISTINCTNESS INFORMATION 88
4.5 APPROXIMATION ALGORITHM 96
4.6 RESULTS 107
4.7 DISCUSSION 115
XIII
HTTP://D-NB.INFO/1020498889
IMAGE 2
XIV CONTENTS
5 TAXONOMIC INTEGRATION 117
5.1 INTRODUCTION 117
5.2 PREVIOUS WORK 121
5.3 KNOWLEDGE EXTRACTION 124
5.4 LINKING FUNCTIONS 126
5.5 TAXONOMY INDUCTION 133
5.6 RESULTS 146
5.7 DISCUSSION 160
6 CONCLUSION 163
6.1 SUMMARY 163
6.2 OUTLOOK 164
LIST O F FIGURES 165
LIST OF TABLES 167
LIST OF ALGORITHMS 169
BIBLIOGRAPHY 171
INDEX 191
|
| adam_txt |
IMAGE 1
CONTENTS
1 INTRODUCTION 1
1.1 MOTIVATION 1
1.2 MAIN CONTRIBUTIONS 6
1.3 OUTLINE 8
2 GRAPH-BASED KNOWLEDGE REPRESENTATION 11
2.1 KNOWLEDGE BASE PARADIGMS 12
2.2 FRAMEWORK 17
2.3 NODES AND ENTITIES - 19
2.4 ARCS AND STATEMENTS 23
3 LEXICAL INTEGRATION 27
3.1 INTRODUCTION 27
3.2 PREVIOUS WORK 31
3.3 INITIAL GRAPH CONSTRUCTION 34
3.4 ITERATIVE GRAPH REFINEMENT 41
3.5 RESULTS 54
3.6 DISCUSSION 75
4 ENTITY INTEGRATION 77
4.1 INTRODUCTION 77
4.2 PREVIOUS WORK 83
4.3 KNOWLEDGE SOURCES 86
4.4 CONSIDERING DISTINCTNESS INFORMATION 88
4.5 APPROXIMATION ALGORITHM 96
4.6 RESULTS 107
4.7 DISCUSSION 115
XIII
HTTP://D-NB.INFO/1020498889
IMAGE 2
XIV CONTENTS
5 TAXONOMIC INTEGRATION 117
5.1 INTRODUCTION 117
5.2 PREVIOUS WORK 121
5.3 KNOWLEDGE EXTRACTION 124
5.4 LINKING FUNCTIONS 126
5.5 TAXONOMY INDUCTION 133
5.6 RESULTS 146
5.7 DISCUSSION 160
6 CONCLUSION 163
6.1 SUMMARY 163
6.2 OUTLOOK 164
LIST O F FIGURES 165
LIST OF TABLES 167
LIST OF ALGORITHMS 169
BIBLIOGRAPHY 171
INDEX 191 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Melo, Gerard de |
| author_facet | Melo, Gerard de |
| author_role | aut |
| author_sort | Melo, Gerard de |
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| building | Verbundindex |
| bvnumber | BV047085225 |
| classification_rvk | ST 306 |
| ctrlnum | (OCoLC)1231967717 (DE-599)DNB1020498889 |
| dewey-full | 410.285 |
| dewey-hundreds | 400 - Language |
| dewey-ones | 410 - Linguistics |
| dewey-raw | 410.285 |
| dewey-search | 410.285 |
| dewey-sort | 3410.285 |
| dewey-tens | 410 - Linguistics |
| discipline | Sprachwissenschaft Informatik |
| discipline_str_mv | Sprachwissenschaft Informatik |
| format | Book |
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| illustrated | Illustrated |
| index_date | 2024-07-03T16:17:42Z |
| indexdate | 2024-07-10T09:02:09Z |
| institution | BVB |
| isbn | 9783862230280 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032491946 |
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| physical | XIV, 192 Seiten graph. Darst. 21 cm |
| publishDate | 2012 |
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| series2 | Dissertationen aus der Naturwissenschaftlich-Technischen Fakultät I der Universität des Saarlandes |
| spelling | Melo, Gerard de Verfasser aut Graph-based methods for large-scale multilingual knowledge integration Gerard de Melo Saarbrücken Universaar 2012 XIV, 192 Seiten graph. Darst. 21 cm txt rdacontent n rdamedia nc rdacarrier Dissertationen aus der Naturwissenschaftlich-Technischen Fakultät I der Universität des Saarlandes Data Mining (DE-588)4428654-5 gnd rswk-swf Computerlinguistik (DE-588)4035843-4 gnd rswk-swf Semantik (DE-588)4054490-4 gnd rswk-swf Sprachdaten (DE-588)4312652-2 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Computerlinguistik (DE-588)4035843-4 s Sprachdaten (DE-588)4312652-2 s Semantik (DE-588)4054490-4 s Data Mining (DE-588)4428654-5 s DE-604 Erscheint auch als Online-Ausgabe 978-3-86223-029-7 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032491946&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Melo, Gerard de Graph-based methods for large-scale multilingual knowledge integration Data Mining (DE-588)4428654-5 gnd Computerlinguistik (DE-588)4035843-4 gnd Semantik (DE-588)4054490-4 gnd Sprachdaten (DE-588)4312652-2 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4035843-4 (DE-588)4054490-4 (DE-588)4312652-2 (DE-588)4113937-9 |
| title | Graph-based methods for large-scale multilingual knowledge integration |
| title_auth | Graph-based methods for large-scale multilingual knowledge integration |
| title_exact_search | Graph-based methods for large-scale multilingual knowledge integration |
| title_exact_search_txtP | Graph-based methods for large-scale multilingual knowledge integration |
| title_full | Graph-based methods for large-scale multilingual knowledge integration Gerard de Melo |
| title_fullStr | Graph-based methods for large-scale multilingual knowledge integration Gerard de Melo |
| title_full_unstemmed | Graph-based methods for large-scale multilingual knowledge integration Gerard de Melo |
| title_short | Graph-based methods for large-scale multilingual knowledge integration |
| title_sort | graph based methods for large scale multilingual knowledge integration |
| topic | Data Mining (DE-588)4428654-5 gnd Computerlinguistik (DE-588)4035843-4 gnd Semantik (DE-588)4054490-4 gnd Sprachdaten (DE-588)4312652-2 gnd |
| topic_facet | Data Mining Computerlinguistik Semantik Sprachdaten Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032491946&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT melogerardde graphbasedmethodsforlargescalemultilingualknowledgeintegration |