Ontology Matching:
Gespeichert in:
Hauptverfasser: | , |
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Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Berlin [u.a.]
Springer
2013
|
Ausgabe: | 2. ed. |
Schlagworte: | |
Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
Beschreibung: | XVII, 511 S. 235 mm x 155 mm |
ISBN: | 9783642387203 3642387209 |
Internformat
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Datensatz im Suchindex
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adam_text |
PART I THE MATCHING PROBLEM
1 APPLICATIONS 3
1.1 ONTOLOGY ENGINEERING 3
1.2 INFORMATION INTEGRATION 5
1.3 LINKED DATA 11
1.4 PEER-TO-PEER INFORMATION SHARING 13
1.5 WEB SERVICE COMPOSITION 16
1.6 AUTONOMOUS COMMUNICATION SYSTEMS 18
1.7 NAVIGATION AND QUERY ANSWERING ON THE WEB 20
1.8 SUMMARY 23
2 THE MATCHING PROBLEM 25
2.1 VOCABULARIES, SCHEMAS AND ONTOLOGIES 25
2.2 ONTOLOGY LANGUAGE 33
2.3 TYPES OF HETEROGENEITY 37
2.4 TERMINOLOGY 39
2.5 THE ONTOLOGY MATCHING PROBLEM 41
2.6 SUMMARY 53
3 METHODOLOGY 55
3.1 THE ALIGNMENT LIFE CYCLE 56
3.2 IDENTIFYING ONTOLOGIES AND CHARACTERISING NEEDS 57
3.3 RETRIEVING EXISTING ALIGNMENTS 60
3.4 SELECTING AND COMPOSING A MATCHER 61
3.5 MATCHING ONTOLOGIES 63
3.6 EVALUATING ALIGNMENTS 64
3.7 ENHANCING ALIGNMENTS 66
3.8 STORING AND SHARING 67
3.9 RENDERING AND PROCESSING ALIGNMENTS 68
3.10 SUMMARY 68
XV
HTTP://D-NB.INFO/1034226703
XV
J
CONTENTS
PART II ONTOLOGY MATCHING TECHNIQUES
4 CLASSIFICATIONS OF ONTOLOGY MATCHING TECHNIQUES 73
4.1 MATCHING DIMENSIONS 73
4.2 CLASSIFICATION OF MATCHING APPROACHES 75
4.3 CLASSES OF CONCRETE TECHNIQUES 79
4.4 OTHER CLASSIFICATIONS 82
4.5 SUMMARY 83
5 BASIC SIMILARITY MEASURES 85
5.1 SIMILARITY, DISTANCES AND OTHER MEASURES 85
5.2 NAME-BASED TECHNIQUES 87
5.3 INTERNAL STRUCTURE-BASED TECHNIQUES 106
5.4 EXTENSIONAL TECHNIQUES 112
5.5 SUMMARY 120
6 GLOBAL MATCHING METHODS 121
6.1 RELATIONAL TECHNIQUES 121
6.2 ITERATIVE SIMILARITY COMPUTATION 130
6.3 MATCHING AS OPTIMISATION 137
6.4 PROBABILISTIC MATCHING 140
6.5 SEMANTIC TECHNIQUES 145
6.6 SUMMARY 148
7 MATCHING STRATEGIES 149
7.1 ONTOLOGY PARTITIONING AND SEARCH-SPACE PRUNING 149
7.2 MATCHER COMPOSITION 153
7.3 CONTEXT-BASED MATCHING 156
7.4 SIMILARITY AND ALIGNMENT AGGREGATION 160
7.5 MATCHING LEARNING 172
7.6 MATCHER TUNING 180
7.7 ALIGNMENT EXTRACTION 186
7.8 ALIGNMENT IMPROVEMENT 192
7.9 SUMMARY 196
PART III SYSTEMS AND EVALUATION
8 OVERVIEW OF MATCHING SYSTEMS 201
8.1 SCHEMA-BASED SYSTEMS 203
8.2 INSTANCE-BASED SYSTEMS 233
8.3 MIXED, SCHEMA-BASED AND INSTANCE-BASED SYSTEMS 242
8.4 METAMATCHING SYSTEMS 262
8.5 SUMMARY 269
CONTENTS XVII
9 EVALUATION OF MATCHING SYSTEMS 285
9.1 EVALUATION PRINCIPLES 285
9.2 DATA SETS FOR EVALUATION 291
9.3 EVALUATION MEASURES 300
9.4 APPLICATION-SPECIFIC EVALUATION 314
9.5 SUMMARY 317
PART IV REPRESENTING, EXPLAINING, AND PROCESSING ALIGNMENTS
10 FRAMEWORKS AND FORMATS: REPRESENTING ALIGNMENTS 321
10.1 ALIGNMENT FORMATS 321
10.2 ALIGNMENT METADATA 337
10.3 ALIGNMENT FRAMEWORKS 340
10.4 SUMMARY 350
11 USER INVOLVEMENT 353
11.1 INDIVIDUAL MATCHING 353
11.2 COLLECTIVE MATCHING 357
11.3 EXPLAINING ALIGNMENTS 360
11.4 ALIGNMENT EDITORS AND VISUALISERS 369
11.5 SUMMARY 375
12 PROCESSING ALIGNMENTS 377
12.1 ONTOLOGY MERGING 378
12.2 ONTOLOGY TRANSFORMATION 380
12.3 DATA TRANSLATION 381
12.4 DATA INTERLINKING 385
12.5 MEDIATION 387
12.6 REASONING 389
12.7 ALIGNMENT SERVICES AND REPOSITORIES 390
12.8 ALIGNMENT EVOLUTION 394
12.9 SUMMARY 395
PART V CONCLUSIONS
13 CONCLUSIONS 399
13.1 A BRIEF OUTLOOK OF THE TRENDS IN THE FIELD 399
13.2 FUTURE CHALLENGES 401
13.3 FINAL WORDS 404
APPENDIX A LEGENDS OF FIGURES 407
APPENDIX B RUNNING EXAMPLE 409
APPENDIX C EXERCISES 423
APPENDIX D SOLUTIONS 431
REFERENCES 463
INDEX 497 |
any_adam_object | 1 |
author | Euzenat, Jérôme Shvaiko, Pavel |
author_GND | (DE-588)132230755 |
author_facet | Euzenat, Jérôme Shvaiko, Pavel |
author_role | aut aut |
author_sort | Euzenat, Jérôme |
author_variant | j e je p s ps |
building | Verbundindex |
bvnumber | BV041439103 |
classification_rvk | AN 93100 ST 302 |
classification_tum | DAT 654f DAT 616f |
ctrlnum | (OCoLC)847110700 (DE-599)DNB1034226703 |
dewey-full | 005.74 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 005 - Computer programming, programs, data, security |
dewey-raw | 005.74 |
dewey-search | 005.74 |
dewey-sort | 15.74 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Allgemeines Informatik |
edition | 2. ed. |
format | Book |
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language | English |
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physical | XVII, 511 S. 235 mm x 155 mm |
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spelling | Euzenat, Jérôme Verfasser (DE-588)132230755 aut Ontology Matching Jérôme Euzenat ; Pavel Shvaiko 2. ed. Berlin [u.a.] Springer 2013 XVII, 511 S. 235 mm x 155 mm txt rdacontent n rdamedia nc rdacarrier Datenintegration (DE-588)4197730-0 gnd rswk-swf Schema Informatik (DE-588)4290412-2 gnd rswk-swf Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd rswk-swf Semantic Web (DE-588)4688372-1 gnd rswk-swf Informationssystem (DE-588)4072806-7 gnd rswk-swf Matching (DE-588)4212483-9 gnd rswk-swf Ontologie Wissensverarbeitung (DE-588)4827894-4 s Schema Informatik (DE-588)4290412-2 s Matching (DE-588)4212483-9 s Datenintegration (DE-588)4197730-0 s Informationssystem (DE-588)4072806-7 s Semantic Web (DE-588)4688372-1 s DE-604 Shvaiko, Pavel Verfasser aut X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4314560&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=026885904&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
spellingShingle | Euzenat, Jérôme Shvaiko, Pavel Ontology Matching Datenintegration (DE-588)4197730-0 gnd Schema Informatik (DE-588)4290412-2 gnd Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd Semantic Web (DE-588)4688372-1 gnd Informationssystem (DE-588)4072806-7 gnd Matching (DE-588)4212483-9 gnd |
subject_GND | (DE-588)4197730-0 (DE-588)4290412-2 (DE-588)4827894-4 (DE-588)4688372-1 (DE-588)4072806-7 (DE-588)4212483-9 |
title | Ontology Matching |
title_auth | Ontology Matching |
title_exact_search | Ontology Matching |
title_full | Ontology Matching Jérôme Euzenat ; Pavel Shvaiko |
title_fullStr | Ontology Matching Jérôme Euzenat ; Pavel Shvaiko |
title_full_unstemmed | Ontology Matching Jérôme Euzenat ; Pavel Shvaiko |
title_short | Ontology Matching |
title_sort | ontology matching |
topic | Datenintegration (DE-588)4197730-0 gnd Schema Informatik (DE-588)4290412-2 gnd Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd Semantic Web (DE-588)4688372-1 gnd Informationssystem (DE-588)4072806-7 gnd Matching (DE-588)4212483-9 gnd |
topic_facet | Datenintegration Schema Informatik Ontologie Wissensverarbeitung Semantic Web Informationssystem Matching |
url | http://deposit.dnb.de/cgi-bin/dokserv?id=4314560&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026885904&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
work_keys_str_mv | AT euzenatjerome ontologymatching AT shvaikopavel ontologymatching |