An evaluation methodology and framework for semantic web services technology:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin
Logos-Verl.
2010
|
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | Zsfassung in dt. Sprache |
| Beschreibung: | XXIV, 367 S. graph. Darst. 21 cm |
| ISBN: | 9783832525385 |
Internformat
MARC
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| 245 | 1 | 0 | |a An evaluation methodology and framework for semantic web services technology |c von Ulrich Küster |
| 264 | 1 | |a Berlin |b Logos-Verl. |c 2010 | |
| 300 | |a XXIV, 367 S. |b graph. Darst. |c 21 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
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| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-020774642 | |
Datensatz im Suchindex
| _version_ | 1805095082099998720 |
|---|---|
| adam_text |
Contents
I.
Foundation 1
1.
Introduction
3
1.1.
Overview
.
З
1.2.
Motivation
. 6
1.2.1.
Experimentation in Computer Science
. 7
1.2.2.
Community-Based Evaluation Approaches
. 9
1.2.3.
Implicit Benefits of Community Evaluation Initiatives
. 12
1.3.
Thesis Objectives
. 15
1.4.
Research Contributions and Solution Approach
. 16
1.5.
Thesis Structure
. 18
2.
Background
21
2.1.
The Semantic Web
. 21
2.2.
Service Orientation
. 24
2.2.1.
Service Oriented Architectures
. 25
2.2.2.
Web Services
. 26
2.3.
Semantic Web Services
. 27
2.3.1.
Semantic Service Descriptions
. 28
2.3.2.
Semantic Service Processing
. 31
2.4.
Evaluation and Benchmarking
. 33
2.4.1.
Evaluation in Computer Science
. 33
2.4.2.
Benchmarking as a Method of Experimental Evaluation
. 35
3.
State of the Art
39
3.1.
Semantic Web Service Evaluation
. 39
3.1.1.
Semantic Web Services Challenge
. 39
Contents
3.1.2. S3
Contest
on Semantic Service Selection
. 41
3.1.3.
Web Service Challenge
. 44
3.1.4.
Project-Based
SWS
Evaluations
. 46
3.1.5.
Other
SWS
Evaluation Efforts
. 55
3.2.
Benchmarking and Evaluation in Related Areas
. 57
3.3.
Conclusions
. 61
II. Evaluation of Semantic Web Services Technology
63
4.
Conceptual Model for
SWS
Technology Evaluation
65
4.1.
Criteria Dimension Model
. 65
4.1.1.
Goal-Question-Metric Approach
. 66
4.1.2. SWS
Technology Goal Analysis
. 67
4.1.3.
Derivation of Evaluation Dimensions
. 70
4.1.4.
Discussion of the Criteria Model
. 71
4.2.
Requirements for
SWS
Technology Evaluations
. 72
4.2.1.
Utility Requirements
. 75
4.2.2.
Feasibility Requirements
. 79
4.2.3.
Propriety Requirements
. 81
4.2.4.
Accuracy Requirements
. 83
4.3.
Analysis of
SWS
Evaluation Approaches by Evaluation Criteria
. 87
4.3.1.
Performance
/
Scalability
. 88
4.3.2.
Usability
/
Effort
. 90
4.3.3.
Correctness
/
Automation
. 92
4.3.4.
Coupling
. 96
4.3.5.
Functional Scope
. 97
4.3.6.
Summary of Analysis
. 100
4.4.
Analysis of
SWS
Evaluation Initiatives by Evaluation Requirements
. 101
4.4.1. SWS
Challenge
. 104
4.4.2. S3
Contest
. 104
4.4.3. WS
Challenge
. 105
4.5.
Conclusions and Delineation of Thesis Scope
. 105
5.
Test Data for
SWS
Evaluation
109
5.1.
Requirements for
SWS Test
Collections
. 109
5.2.
Publicly Available
SWS Test
Data
.
Ill
5.2.1.
Semantic Web Services Visible on the Web
. 112
5.2.2.
Services in Explicitly Created Test Collections
. 113
5.2.3.
Conclusions
. 120
Contents
5.3. OPOSSum: Tool Support
for
Community
Involvement
. 123
5.3.1. Design Goals. 124
5.3.2. Data Model. 125
5.3.3. Implementation and Status. 127
5.3.4. Integration
of Existing Data with
OPOSSum. 129
5.4. The Jena
Geography Test Collection
. 133
6.
Benchmarking the Functional Scope of
SWS
Discovery Frameworks
137
6.1.
Relationship to the
SWS
Challenge Initiative
. 138
6.2.
Evaluation Purpose and Scope
. 138
6.3.
Evaluation Methodology
. 139
6.3.1.
Evaluation Measures
. 139
6.3.2.
Evaluation Procedures
. 141
6.4.
Problem Scenarios
. 143
6.4.1.
Shipment Discovery Scenario
. 143
6.4.2.
Hardware Purchasing Scenario
. 145
6.4.3.
Logistics Management Scenario
. 147
6.5.
Functional Challenges
. 150
6.5.1.
Basic Discrete Matchmaking
. 152
6.5.2.
Matchmaking with Numbers
. 152
6.5.3.
Matchmaking with Temporal Reasoning
. 152
6.5.4.
Rules
. 153
6.5.5.
Preferences, Ranking and Selection
. 154
6.5.6.
Composition
. 155
6.5.7.
Mediation
. 156
6.5.8.
Advanced Matchmaking Aspects
. 157
6.5.9.
Conclusions
. 159
6.6.
Evaluation Results
. 160
6.7.
Summary
. 160
7.
Benchmarking
SWS
Matchmaking
165
7.1.
Chapter Organization
. 165
7.2.
Evaluation Purpose and Scope
. 166
7.3.
State of the Art
. 168
7.4.
A New Setup for the Evaluation of
SWS
Matchmakers
. 170
7.5.
Relevance for
SWS
Retrieval
. 177
7.5.1.
State of the Art
. 178
7.5.2.
A Novel Relevance Model for (Semantic) Service Retrieval
. . 180
7.6.
Reliability of Reference Judgments
. 186
7.6.1.
Experimental Setup
. 187
7.6.2.
Results
. 188
Coutente
7.6.3.
Conflict
Resolution
and Consensus
Building. 193
7.6.4.
Conclusions
. 196
7.7.
Retrieval Correctness Measures
. 198
7.7.1.
Basic Definitions and Desirable Measure Characteristics
. . . 199
7.7.2.
Measures Based on Binary Relevance
. 200
7.7.3.
Measures Based on Graded Relevance
. 201
7.7.4.
Discussion of Measures
. 204
7.7.5.
Proposed Improvements
. 207
7.7.6.
Conclusions
. 208
7.8.
Reference Execution of the Benchmark
. 209
7.8.1.
Dataset
. 209
7.8.2.
Participating Systems
. 210
7.8.3.
Service Descriptions
. 212
7.8.4.
Evaluation Environment
. 213
7.8.5.
Evaluation Results
. 214
7.9.
Analysis of Evaluation Reliability
. 218
7.9.1.
Influence of Relevance
. 218
7.9.2.
Effects of Inconsistent Relevance Judgments
. 220
7.9.3.
Influence of Evaluation Measure
. 223
7.9.4.
Conclusions
. 227
7.10.
Related Work
. 228
7.10.1. SWS
Retrieval
. 228
7.10.2.
Web Service Retrieval
. 230
7.10.3.
Information Retrieval
. 231
7.11.
Summary
. 231
III. Finale
233
8.
Validation
235
8.1.
Already Reported Validations
.235
8.2.
Validation Approach
. 236
8.3.
Discussion of Thesis Approach
. 238
8.3.1.
Assessment of Community Benchmarking Readiness
. 239
8.3.2.
Experiences and Lessons Learned
. 239
8.4.
Discussion of Conceptual Framework
. 250
8.4.1.
Methodological Approach
. 251
8.4.2.
Completeness and Applicability of the Framework
. 252
8.5.
Discussion of Test Collection Development
. 253
8.6.
Mcta-Evaluation of the Functional Scope Benchmark
. 254
8.6.1.
Achievement of Benchmark Design Objectives
. 254
Contents
8.6.2.
Assessment with respect to Requirements
. 255
8.6.3.
Dissemination Activities
. 258
8.6.4.
Strengths, Weaknesses and Lessons Learned
. 259
8.7.
Meta-
Evaluation of the
SWS
Matchmaking Benchmark
. 267
8.7.1.
Assessment with respect to Requirements
. 268
8.7.2.
Dissemination Activities
. 271
8.7.3.
Strengths, Weaknesses and Lessons Learned
. 272
8.8.
Summary
. 273
9.
Conclusions and Outlook
275
9.1.
Summary
. 275
9.1.1.
Motivation
. 275
9.1.2.
Contributions
. 276
9.1.3.
Validation
. 279
9.2.
Future Work
. 280
9.2.1.
Possible Improvements of the Thesis Contributions
. 281
9.2.2.
Complementary Future Work
. 283
9.3.
Conclusion
. 284
References
287
Appendix
315
A. Analysis of
SWS
Evaluation Campaigns by Evaluation Requirements
317
A.I.
SWS
Challenge
. 317
A.I.I. Utility Requirements
. 317
A.
1.2.
Feasibility Requirements
. 320
A.
1.3.
Propriety Requirements
. 321
A.
1.4.
Accuracy Requirements
. 323
A.2.
S3
Contest
. 326
A.
2.1.
Utility Requirements
. 326
A.
2.2.
Feasibility Requirements
. 329
A.
2.3.
Propriety Requirements
. 329
A.
2.4.
Accuracy Requirements
. 331
A.3.
WS
Challenge
. 334
A.3.1. Utility Requirements
. 334
A.
3.2.
Feasibility Requirements
. 336
A.
3.3.
Propriety Requirements
. 337
A.
3.4.
Accuracy Requirements
. 339
Contents
B.
Additional Information on the Functional Scope Benchmark
343
B.I. Detailed Solution Comparisons
. 343
B.I.I. Underlying technologies
. 344
B.I.
2.
Service descriptions
. 344
B.1.3. Goal descriptions
. 345
B.I.
4.
Data model
. 346
В.1.5.
Matchmaking
. 347
B.I.
6.
Preferences and ranking
. 348
B.I.
7.
Dynamic properties
. 349
B.I.
8.
Service execution
. 349
B.2. Assessment with Respect to Evaluation Requirements
. 350
B.2.1. Utility Requirements
. 350
B.2.2. Feasibility Requirements
. 353
B.2.3. Propriety Requirements
. 354
B.2.4. Accuracy Requirements
. 356
C. Additional Information on the
SWS
Matchmaking Benchmark
359
C.I. Assessment with Respect to Evaluation Requirements
. 359
C.I.I. Utility Requirements
. 359
С. 1.2.
Feasibility Requirements
. 362
C.1.3. Propriety Requirements
. 363
C.1.4. Accuracy Requirements
. 364 |
| any_adam_object | 1 |
| author | Küster, Ulrich 1980- |
| author_GND | (DE-588)142426989 |
| author_facet | Küster, Ulrich 1980- |
| author_role | aut |
| author_sort | Küster, Ulrich 1980- |
| author_variant | u k uk |
| building | Verbundindex |
| bvnumber | BV036858828 |
| classification_rvk | ST 515 |
| ctrlnum | (OCoLC)682152839 (DE-599)DNB1004965141 |
| dewey-full | 004.029 006.76 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science 006 - Special computer methods |
| dewey-raw | 004.029 006.76 |
| dewey-search | 004.029 006.76 |
| dewey-sort | 14.029 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Thesis Book |
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| id | DE-604.BV036858828 |
| illustrated | Illustrated |
| indexdate | 2024-07-20T10:53:38Z |
| institution | BVB |
| isbn | 9783832525385 |
| language | English |
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| physical | XXIV, 367 S. graph. Darst. 21 cm |
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| spelling | Küster, Ulrich 1980- Verfasser (DE-588)142426989 aut An evaluation methodology and framework for semantic web services technology von Ulrich Küster Berlin Logos-Verl. 2010 XXIV, 367 S. graph. Darst. 21 cm txt rdacontent n rdamedia nc rdacarrier Zsfassung in dt. Sprache Zugl.: Jena, Univ., Diss., 2010 Web Services (DE-588)4691234-4 gnd rswk-swf Serviceorientierte Architektur (DE-588)4841015-9 gnd rswk-swf Semantic Web (DE-588)4688372-1 gnd rswk-swf Benchmark (DE-588)4144457-7 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Web Services (DE-588)4691234-4 s Semantic Web (DE-588)4688372-1 s Serviceorientierte Architektur (DE-588)4841015-9 s Benchmark (DE-588)4144457-7 s DE-604 text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3516868&prov=M&dok_var=1&dok_ext=htm Inhaltstext Digitalisierung UB Bamberg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020774642&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Küster, Ulrich 1980- An evaluation methodology and framework for semantic web services technology Web Services (DE-588)4691234-4 gnd Serviceorientierte Architektur (DE-588)4841015-9 gnd Semantic Web (DE-588)4688372-1 gnd Benchmark (DE-588)4144457-7 gnd |
| subject_GND | (DE-588)4691234-4 (DE-588)4841015-9 (DE-588)4688372-1 (DE-588)4144457-7 (DE-588)4113937-9 |
| title | An evaluation methodology and framework for semantic web services technology |
| title_auth | An evaluation methodology and framework for semantic web services technology |
| title_exact_search | An evaluation methodology and framework for semantic web services technology |
| title_full | An evaluation methodology and framework for semantic web services technology von Ulrich Küster |
| title_fullStr | An evaluation methodology and framework for semantic web services technology von Ulrich Küster |
| title_full_unstemmed | An evaluation methodology and framework for semantic web services technology von Ulrich Küster |
| title_short | An evaluation methodology and framework for semantic web services technology |
| title_sort | an evaluation methodology and framework for semantic web services technology |
| topic | Web Services (DE-588)4691234-4 gnd Serviceorientierte Architektur (DE-588)4841015-9 gnd Semantic Web (DE-588)4688372-1 gnd Benchmark (DE-588)4144457-7 gnd |
| topic_facet | Web Services Serviceorientierte Architektur Semantic Web Benchmark Hochschulschrift |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=3516868&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=020774642&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT kusterulrich anevaluationmethodologyandframeworkforsemanticwebservicestechnology |