Holdings: Query processing over graph-structured data on the web

Query processing over graph-structured data on the web:

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Bibliographic Details
Main Author:	Acosta Deibe, Maribel (Author)
Format:	Thesis Book
Language:	English
Published:	Berlin Akademische Verlagsgesellschaft AKA GmbH [2018] Amsterdam IOS Press BV [2018]
Series:	Studies on the semantic web Vol. 037
Subjects:	SPARQL Linked Data Abfrageverarbeitung World Wide Web Datenqualität RDF > Informatik Hochschulschrift
Online Access:	Inhaltsverzeichnis Inhaltsverzeichnis
Physical Description:	xiv, 228 Seiten Illustrationen, Diagramme 25 cm
ISBN:	9783898387385 9781614999157

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MARC


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Record in the Search Index

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adam_text	CONTENTS 1. INTRODUCTION 1 1.1 MOTIVATION 1 1.2 PROBLEM STATEMENT 2 1.3 CHALLENGES AND OVERVIEW OF THE STATE-OF-THE-ART 3 1.3.1 CHALLENGES FOR EFFICIENT SPARQL QUERY PROCESSING 3 1.3.2 CHALLENGES FOR EFFECTIVE SPARQL QUERY PROCESSING 5 1.4 HYPOTHESES AND RESEARCH QUESTIONS 7 1.5 CONTRIBUTIONS 9 1.6 OUTLINE 10 2. FOUNDATIONS OF LINKED DATA MANAGEMENT 13 2.1 LINKED DATA 13 2.2 THE RESOURCE DESCRIPTION FRAMEWORK (RDF) 14 2.3 QUERYING RDF DATA: THE SPARQL QUERY LANGUAGE 18 2.4 QUERYING RDF DATA ON THE WEB 21 2.4.1 URI DEREFERENCING AND LINK TRAVERSAL 22 2.4.2 SPARQL ENDPOINTS 23 2.4.3 LINKED DATA FRAGMENTS 23 2.5 FOUNDATIONS OF QUERY PROCESSING 25 2.5.1 QUERY OPTIMIZATION 26 2.5.2 ADAPTIVE QUERY PROCESSING 28 3. ADAPTIVE QUERY PROCESSING OVER LINKED DATA 31 3.1 INTRODUCTION 31 3.1.1 RESEARCH QUESTIONS 32 3.1.2 CONTRIBUTIONS 33 3.1.3 STRUCTURE OF THE CHAPTER 34 3.2 MOTIVATING EXAMPLE 34 3.3 RELATED WORK 36 3.3.1 ADAPTIVE LINK TRAVERSAL APPROACHES 36 3.3.2 ADAPTIVE QUERY PROCESSING AGAINST SPARQL ENDPOINTS 37 3.3.3 QUERY PROCESSING APPROACHES AGAINST TPF SERVERS 38 3.4 THE NLDE APPROACH 39 3.5 NLDE QUERY OPTIMIZER 40 3.5.1 ESTIMATION OF QUERY PLAN CARDINALITIES 41 3.5.2 PLACING PHYSICAL OPERATORS 42 3.5.3 BUILDING QUERY TREE PLANS 43 3.5.4 NLDE OPTIMIZER: ALGORITHM DESCRIPTION 45 3.5.5 COMPLEXITY OF THE NLDE QUERY OPTIMIZER 49 3.6 NLDE ADAPTIVE ROUTING QUERY ENGINE 49 3.6.1 ADAPTIVE OPERATORS 50 3.6.2 EDDIES 50 3.6.3 NETWORK OF LINKED DATA EDDIES (NLDE) 53 3.6.4 TERMINATION OF NLDE 56 3.6.5 CORRECTNESS OF NLDE 57 3.7 ROUTING POLICIES 62 3.7.1 ROUTING POLICY FROM EDDIES TO ADAPTIVE OPERATORS 62 3.7.2 ROUTING POLICY FROM ADAPTIVE OPERATORS TO EDDIES 63 3.8 EXPERIMENTAL STUDY 63 3.8.1 EXPERIMENTAL SETTINGS 63 3.8.2 EFFICIENCY OF THE NLDE OPTIMIZER 64 3.8.3 EFFECTIVENESS OF THE NLDE OPTIMIZER 66 3.8.4 IMPACT OF THE NLDE ROUTING-BASED ADAPTIVITY ON EXECU TION TIME IN PERFECT NETWORKS 70 3.8.5 EFFECTIVENESS OF THE NLDE ROUTING-BASED ADAPTIVITY UNDER THE PRESENCE OF NETWORK DELAYS 72 3.9 SUMMARY AND FUTURE WORK 77 4. FOUNDATIONS OF CROWDSOURCING 81 4.1 OVERVIEW 81 4.2 TYPES OF CROWDSOURCING 82 4.2.1 MICROTASKS 82 4.2.2 CONTESTS 84 4.3 CROWDSOURCING WORKFLOWS 85 4.3.1 HYBRID CROWDSOURCING WORKFLOWS 86 4.3.2 HUMAN-BASED WORKFLOW: FIND-FIX-VERIFY 86 5. CROWDSOURCING QUERY ANSWER COM PLETENESS OVER LINKED DATA 89 5.1 INTRODUCTION 89 5.1.1 RESEARCH QUESTIONS 90 5.1.2 CONTRIBUTIONS 92 5.1.3 STRUCTURE OF THE CHAPTER 92 5.2 MOTIVATING EXAMPLE 93 5.3 RELATED WORK 94 5.3.1 HYBRID QUERY PROCESSING FOR RELATIONAL DATA 94 5.3.2 CROWD-BASED LINKED DATA MANAGEMENT APPLICATIONS 96 5.3.3 WEB DATA QUALITY ASSESSMENT 97 5.4 THE HARE APPROACH 98 5.4.1 PROBLEM DEFINITION 98 5.4.2 PROPOSED SOLUTION 98 5.5 RDF COMPLETENESS MODEL 99 5.6 REPRESENTATION OF THE CROWD KNOWLEDGE 103 5.6.1 CROWD CONTRADICTION 106 5.6.2 CROWD UNKNOWNNESS 107 5.7 HARE MICROTASK MANAGER 108 5.7.1 USER INTERFACE GENERATOR 108 5.7.2 MICROTASK EXECUTOR 110 5.8 HARE QUERY OPTIMIZER 112 5.8.1 COMPLEXITY OF THE HARE QUERY OPTIMIZER 115 5.9 HARE QUERY ENGINE 116 5.9.1 A SPARQL FUZZY SET SEMANTICS 116 5.9.2 HARE BGP EXECUTOR 121 5.9.3 COMPLEXITY OF HARE QUERY EVALUATION 125 5.10 EXPERIMENTAL STUDY 127 5.10.1 EXPERIMENTAL SETTINGS 127 5.10.2 HARE CROWDSOURCING CAPABILITIES 128 5.10.3 SIZE OF QUERY ANSWER 130 5.10.4 QUALITY OF CROWD ANSWERS 133 5.10.5 CROWD RESPONSE TIME 135 5.11 SUMMARY AND FUTURE WORK 139 6. CROWDSOURCING LINKED DATA QUALITY ISSUES 141 6.1 INTRODUCTION 141 6.1.1 RESEARCH QUESTIONS 142 6.1.2 CONTRIBUTIONS 144 6.1.3 STRUCTURE OF THE CHAPTER 145 6.2 PRELIMINARIES: LINKED DATA QUALITY ISSUES 145 6.3 RELATED WORK 147 6.3.1 CROWDSOURCING IN LINKED DATA MANAGEMENT 147 6.3.2 WEB DATA QUALITY ASSESSMENT 149 6.4 CROWDSOURCING LINKED DATA QUALITY ASSESSMENT 150 6.4.1 PROBLEM STATEMENT 151 6.4.2 PROPOSED HYBRID CROWDSOURCING APPROACH 151 6.4.3 CROWDSOURCING WORKFLOWS 152 6.5 FIND STAGE: CONTEST-BASED CROWDSOURCING 154 6.6 FIND STAGE: MICROTASK CROWDSOURCING 155 6.7 VERIFY STAGE: MICROTASK CROWDSOURCING 159 6.7.1 TASK FOR INCORRECT OBJECTS 160 6.7.2 TASK FOR INCORRECT DATATYPES OR LANGUAGE TAGS 161 6.7.3 TASK FOR INCORRECT LINKS 161 6.8 PROPERTIES OF OUR APPROACH 163 6.9 EXPERIMENTAL STUDY 164 6.9.1 EXPERIMENTAL SETTINGS 165 6.9.2 EVALUATION OF THE EXPERT-WORKER WORKFLOW: COMBINING LD EXPERTS (FIND STAGE) AND MICROTASKS (VERIFY STAGE) 167 6.9.3 EVALUATION OF USING MICROTASK CROWDSOURCING IN FIND AND VERIFY STAGES 173 6.9.4 EVALUATION OF (SEMI-)AUTOMATIC APPROACHES 179 6.10 FINAL DISCUSSIONS 182 6.11 SUMMARY AND FUTURE WORK 184 7. CONCLUSION 187 7.1 SUMMARY 187 7.2 OUTLOOK 190 7.3 CLOSING REMARKS 191 ACRONYMS 192 BIBLIOGRAPHY 195 LIST OF FIGURES 210 LIST OF TABLES 216 LIST OF ALGORITHMS 219 APPENDIX A. QUERY BENCHMARKS 223 A.L BENCHMARK 1 223 A.2 BENCHMARK 2 226
any_adam_object	1
author	Acosta Deibe, Maribel
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dewey-ones	005 - Computer programming, programs, data, security 006 - Special computer methods
dewey-raw	005.7 006.332
dewey-search	005.7 006.332
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discipline	Allgemeines Informatik
format	Thesis Book
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spelling	Acosta Deibe, Maribel Verfasser (DE-588)1169176216 aut Query processing over graph-structured data on the web Maribel Acosta Deibe Berlin Akademische Verlagsgesellschaft AKA GmbH [2018] Amsterdam IOS Press BV [2018] © 2018 xiv, 228 Seiten Illustrationen, Diagramme 25 cm txt rdacontent n rdamedia nc rdacarrier Studies on the semantic web Vol. 037 Dissertation Karlsruher Institut für Technologie 2017 SPARQL (DE-588)7693644-2 gnd rswk-swf Linked Data (DE-588)7863462-3 gnd rswk-swf Abfrageverarbeitung (DE-588)4378490-2 gnd rswk-swf World Wide Web (DE-588)4363898-3 gnd rswk-swf Datenqualität (DE-588)1036653315 gnd rswk-swf RDF Informatik (DE-588)4737512-7 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content World Wide Web (DE-588)4363898-3 s SPARQL (DE-588)7693644-2 s RDF Informatik (DE-588)4737512-7 s Linked Data (DE-588)7863462-3 s Abfrageverarbeitung (DE-588)4378490-2 s Datenqualität (DE-588)1036653315 s DE-604 Erscheint auch als Online-Ausgabe, (IOS Press, online) 978-1-61499-916-4 Studies on the semantic web Vol. 037 (DE-604)BV035815780 037 B:DE-101 application/pdf http://d-nb.info/1169254721/04 Inhaltsverzeichnis DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030718125&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Acosta Deibe, Maribel Query processing over graph-structured data on the web Studies on the semantic web SPARQL (DE-588)7693644-2 gnd Linked Data (DE-588)7863462-3 gnd Abfrageverarbeitung (DE-588)4378490-2 gnd World Wide Web (DE-588)4363898-3 gnd Datenqualität (DE-588)1036653315 gnd RDF Informatik (DE-588)4737512-7 gnd
subject_GND	(DE-588)7693644-2 (DE-588)7863462-3 (DE-588)4378490-2 (DE-588)4363898-3 (DE-588)1036653315 (DE-588)4737512-7 (DE-588)4113937-9
title	Query processing over graph-structured data on the web
title_auth	Query processing over graph-structured data on the web
title_exact_search	Query processing over graph-structured data on the web
title_full	Query processing over graph-structured data on the web Maribel Acosta Deibe
title_fullStr	Query processing over graph-structured data on the web Maribel Acosta Deibe
title_full_unstemmed	Query processing over graph-structured data on the web Maribel Acosta Deibe
title_short	Query processing over graph-structured data on the web
title_sort	query processing over graph structured data on the web
topic	SPARQL (DE-588)7693644-2 gnd Linked Data (DE-588)7863462-3 gnd Abfrageverarbeitung (DE-588)4378490-2 gnd World Wide Web (DE-588)4363898-3 gnd Datenqualität (DE-588)1036653315 gnd RDF Informatik (DE-588)4737512-7 gnd
topic_facet	SPARQL Linked Data Abfrageverarbeitung World Wide Web Datenqualität RDF Informatik Hochschulschrift
url	http://d-nb.info/1169254721/04 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030718125&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV035815780
work_keys_str_mv	AT acostadeibemaribel queryprocessingovergraphstructureddataontheweb

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