Reasoning techniques for the web of data:
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | English |
| Published: |
Berlin
Akad. Verl.-Anst. [u.a.]
2014
|
| Series: | Studies on the semantic web
19 |
| Subjects: | |
| Online Access: | Inhaltstext Inhaltsverzeichnis |
| Physical Description: | XIV, 330 S. graph. Darst. |
| ISBN: | 9783898386951 9781614993827 |
Staff View
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| 100 | 1 | |a Hogan, Aidan |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Reasoning techniques for the web of data |c Aidan Hogan |
| 246 | 1 | 3 | |a Exploiting RDFS and OWL for integrating heterogeneous, large-scale, linked data corpora |
| 264 | 1 | |a Berlin |b Akad. Verl.-Anst. [u.a.] |c 2014 | |
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Record in the Search Index
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CONTENTS
I PROLOGUE 1
1 INTRODUCTION 3
1.1 PROBLEM STATEMENT 7
1.1.1 INCOMPLETE AGREEMENT ON ASSERTIONAL IDENTIFIERS 8
1.1.2 USE OF ANALOGOUS TERMINOLOGIES 9
1.2 HYPOTHESIS 9
1.3 CONTRIBUTION AND THESIS STRUCTURE 13
1.4 IMPACT 15
2 BACKGROUND 19
2.1 THE WORLD WIDE WEB 19
2.2 THE SEMANTIC WEB 22
2.2.1 RESOURCE DESCRIPTION FRAMEWORK 23
2.2.2 RDF SCHEMA 30
2.2.3 WEB ONTOLOGY LANGUAGE 32
2.3 RDF WEB PUBLISHING AND LINKED DATA 37
2.4 RDF SEARCH ENGINES 39
3 NOTATION AND CORE CONCEPTS 43
3.1 RDF 43
3.2 TURTLE SYNTAX 44
3.3 LINKED DATA PRINCIPLES AND PROVENANCE 46
3.4 ATOMS AND RULES 47
3.5 TERMINOLOGICAL DATA: RDFS/OWL 49
3.6 DISTRIBUTION FRAMEWORK 51
4 CRAWLING, CORPUS AND RANKING 53
4.1 CRAWLER 54
4.1.1 BREADTH-FIRST CRAWLING 56
4.1.2 INCORPORATING POLITENESS 56
4.1.3 ON-DISK QUEUE 57
HTTP://D-NB.INFO/1049799739
XII CONTENTS
4.1.4 MULTI-THREADING 58
4.1.5 CRAWLING RDF/XML 59
4.1.6 DISTRIBUTED APPROACH 62
4.1.7 RELATED WORK 64
4.1.8 CRITICAL DISCUSSION AND FUTURE DIRECTIONS 66
4.2 EVALUATION CORPUS 67
4.2.1 CRAWL STATISTICS 67
4.2.2 CORPUS STATISTICS 69
4.2.3 RELATED WORK 72
4.2.4 CRITICAL DISCUSSION AND FUTURE DIRECTIONS 76
4.3 RANKING 77
4.3.1 RATIONALE AND HIGH-LEVEL APPROACH 77
4.3.2 CREATING AND RANKING THE SOURCE GRAPH 79
4.3.3 DISTRIBUTED RANKING IMPLEMENTATION 80
4.3.4 RANKING EVALUATION AND RESULTS 81
4.3.5 RELATED WORK 82
4.3.6 CRITICAL DISCUSSION AND FUTURE DIRECTIONS 83
II CORE 85
5 WEB REASONING 87
5.1 LINKED DATA REASONING: OVERVIEW 90
5.1.1 INCOMPLETE REASONING: RATIONALE 91
5.1.2 RULE-BASED REASONING 93
5.1.3 FORWARD CHAINING 96
5.1.4 OWL 2 RL/RDF SCALABILITY 97
5.2 DISTINGUISHING TERMINOLOGICAL DATA 99
5.2.1 IMPLEMENTING T-SPLIT INFERENCING ILL
5.3 OPTIMISING THE ASSERTIONAL PROGRAM 114
5.3.1 MERGING EQUIVALENT T-GROUND RULES 114
5.3.2 RULE INDEX 117
5.3.3 RULE SATURATION 120
5.3.4 PRELIMINARY PERFORMANCE EVALUATION 121
5.4 TOWARDS LINKED DATA REASONING 124
5.4.1 "A-LINEAR" OWL 2 RL/RDF 125
5.4.2 AUTHORITATIVE REASONING 129
5.4.3 DISTRIBUTED REASONING 134
5.4.4 LINKED DATA REASONING EVALUATION 136
CONTENTS XIII
5.5 RELATED WORK 148
5.5.1 SCALABLE/DISTRIBUTED REASONING 149
5.5.2 WEB REASONING 151
5.6 CRITICAL DISCUSSION AND FUTURE DIRECTIONS 153
6 ANNOTATED REASONING 157
6.1 GENERALISED ANNOTATED PROGRAMS 158
6.2 USE-CASE ANNOTATIONS 160
6.2.1 BLACKLISTING 161
6.2.2 AUTHORITATIVE ANALYSIS 161
6.2.3 TRIPLE RANKS 161
6.3 FORMAL ANNOTATION FRAMEWORK 162
6.3.1 ANNOTATION DOMAINS 163
6.3.2 (SPECIALISED) ANNOTATED PROGRAMS 163
6.3.3 LEAST FIXPOINT AND DECIDABILITY 164
6.3.4 SEEDING ANNOTATIONS 169
6.3.5 T-SPLIT ANNOTATED PROGRAMS 170
6.3.6 ANNOTATED REASONING TASKS 172
6.3.7 CONSTRAINTS 184
6.4 ANNOTATED LINKED DATA REASONING 187
6.4.1 RANKING TRIPLES: IMPLEMENTATION/EVALUATION . . 188
6.4.2 REASONING: IMPLEMENTATION/EVALUATION 189
6.4.3 REPAIR: IMPLEMENTATION/EVALUATION 194
6.5 RELATED WORK 207
6.5.1 ANNOTATED REASONING 207
6.5.2 INCONSISTENCY REPAIR 209
6.6 CRITICAL DISCUSSION AND FUTURE DIRECTIONS 209
7 CONSOLIDATION 213
7.1 OWL EQUALITY SEMANTICS 218
7.2 CORPUS: NAMING ACROSS SOURCES 220
7.3 BASE-LINE CONSOLIDATION 223
7.3.1 HIGH-LEVEL APPROACH 223
7.3.2 DISTRIBUTED APPROACH 224
7.3.3 EVALUATION 225
7.4 EXTENDED REASONING CONSOLIDATION 228
7.4.1 HIGH-LEVEL APPROACH 228
7.4.2 DISTRIBUTED APPROACH 244
7.4.3 EVALUATION 245
7.5 STATISTICAL CONCURRENCE ANALYSIS (SYNOPSIS) 251
XIV CONTENTS
7.6 ENTITY DISAMBIGUATION 251
7.6.1 HIGH-LEVEL APPROACH 251
7.6.2 IMPLEMENTING DISAMBIGUATION 259
7.6.3 DISTRIBUTED IMPLEMENTATION 261
7.6.4 EVALUATION 261
7.7 RELATED WORK 263
7.8 CRITICAL DISCUSSION AND FUTURE DIRECTIONS 267
III EPILOGUE 273
8 DISCUSSION AND CONCLUSION 275
BIBLIOGRAPHY 301
IV APPENDICES 321
A PREFIXES 323
B RULE TABLES 325 |
| any_adam_object | 1 |
| author | Hogan, Aidan |
| author_facet | Hogan, Aidan |
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| dewey-ones | 025 - Operations of libraries and archives |
| dewey-raw | 025.0427 |
| dewey-search | 025.0427 |
| dewey-sort | 225.0427 |
| dewey-tens | 020 - Library and information sciences |
| discipline | Allgemeines Informatik |
| format | Thesis Book |
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| series2 | Studies on the semantic web |
| spelling | Hogan, Aidan Verfasser aut Reasoning techniques for the web of data Aidan Hogan Exploiting RDFS and OWL for integrating heterogeneous, large-scale, linked data corpora Berlin Akad. Verl.-Anst. [u.a.] 2014 XIV, 330 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Studies on the semantic web 19 Teilw. zugl.: Galway, National Univ. of Ireland, Diss., 2011 u.d.T.: Hogan, Aidan: Exploiting RDFS and OWL for integrating heterogeneous, large-scale, linked data corpora Linked Data (DE-588)7863462-3 gnd rswk-swf Semantic Web (DE-588)4688372-1 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Linked Data (DE-588)7863462-3 s DE-604 Semantic Web (DE-588)4688372-1 s Studies on the semantic web 19 (DE-604)BV035815780 19 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4631467&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027429811&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Hogan, Aidan Reasoning techniques for the web of data Studies on the semantic web Linked Data (DE-588)7863462-3 gnd Semantic Web (DE-588)4688372-1 gnd |
| subject_GND | (DE-588)7863462-3 (DE-588)4688372-1 (DE-588)4113937-9 |
| title | Reasoning techniques for the web of data |
| title_alt | Exploiting RDFS and OWL for integrating heterogeneous, large-scale, linked data corpora |
| title_auth | Reasoning techniques for the web of data |
| title_exact_search | Reasoning techniques for the web of data |
| title_full | Reasoning techniques for the web of data Aidan Hogan |
| title_fullStr | Reasoning techniques for the web of data Aidan Hogan |
| title_full_unstemmed | Reasoning techniques for the web of data Aidan Hogan |
| title_short | Reasoning techniques for the web of data |
| title_sort | reasoning techniques for the web of data |
| topic | Linked Data (DE-588)7863462-3 gnd Semantic Web (DE-588)4688372-1 gnd |
| topic_facet | Linked Data Semantic Web Hochschulschrift |
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