Towards the semantic web: ontology-driven knowledge management
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Chichester [u.a.]
Wiley
2004
|
| Ausgabe: | Repr. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XX, 288 S. Ill. |
| ISBN: | 0470848677 |
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Datensatz im Suchindex
| _version_ | 1804132778838589440 |
|---|---|
| adam_text | Titel: Towards the semantic web
Autor: Davies, John
Jahr: 2004
Contents
Foreword xiii
Biographies xv
List of Contributors xix
Acknowledgments xxi
1 Introduction 1
John Davies, Dieter Fensel and Frank van Harmelen
1.1 The Semantic Web and Knowledge Management 2
1.2 The Role of Ontologies 4
1.3 An Architecture for Semantic Web-based Knowledge Management 5
1.3.1 Knowledge Acquisition 5
1.3.2 Knowledge Representation 6
1.3.3 Knowledge Maintenance 1
1.3.4 Knowledge Use 1
1.4 Tools for Semantic Web-based Knowledge Management 7
1.4.1 Knowledge Acquisition 8
1.4.2 Knowledge Representation 8
1.4.3 Knowledge Maintenance 8
1.4.4 Knowledge Use 8
2 OIL and DAML + OIL: Ontology Languages for the Semantic Web 11
Dieter Fensel, Frank van Harmelen and lan Horrocks
2.1 Introduction 11
2.2 The Semantic Web Pyramid of Languages 12
2.2.1 XML for Data Exchange 12
2.2.2 RDF for Assertions 13
2.2.3 RDF Schema for Simple Ontologies 14
2.3 Design Rationale for OIL 15
2.3.1 Frame-based Systems 16
2.3.2 Description Logics 17
vi
Contents
2.3.3 Web Standards: XML and RDF
2.4 OIL Language Constructs
2.4.1 A Simple Example in OIL
2.5 Different Syntactic Forms
2.6 Language Layering
2.7 Semantics
2.8 From OIL to DAML+OIL
2.8.1 Integration with RDFS
2.8.2 Treatment of Individuals
2.8.3 DAML+OIL Data Types
2.9 Experiences and Future Developments
3 A Methodology for Ontology-based Knowledge Management
York Sure and Rudi Studer
3.1 Introduction
3.2 Feasibility Study
3.3 Kick Off Phase
3.4 Refinement Phase
3.5 Evaluation Phase
3.6 Maintenance and Evolution Phase
3.7 Related Work
3.7.1 Skeletal Methodology
3.7.2 KACTUS
3.7.3 Methontology
3.7.4 Formal Tools of Ontological Analysis
3.8 Conclusion
4 Ontology Management: Storing, Aligning and Maintaining Ontologies
Michel Klein, Ying Ding, Dieter Fensel and Borys Omelayenko
4.1 The Requirement for Ontology Management
4.2 Aligning Ontologies
4.2.1 Why is Aligning Needed
4.2.2 Aligning Annotated XML Documents
4.2.3 Mapping Meta-ontology
4.2.4 Mapping in OIL
4.3 Supporting Ontology Change
4.3.1 Ontologies are Changing
4.3.2 Changes in Ontologies Involve Several Problems
4.3.3 Change Management
4.4 Organizing Ontologies
4.4.1 Sesame Requirements
4.4.2 Functionality of an Ontology Storage System
4.4.3 Current Storage Systems
4.4.4 Requirements for a Storage System
4.5 Summary
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Contents
vii
5 Sesame: A Generic Architecture for Storing and Querying RDF and RDF
Schema 71
Jeen Broekstra, Arjohn Kampman and Frank van Harmelen
5.1 The Need for an RDFS Query Language . 72
5.1.1 Query ing at the Syntactic Level 72
5.1.2 Querying at the Structure Level 73
5.1.3 Querying at the Semantic Level 75
5.2 Sesame Architecture 76
5.2.1 The RQL Query module 78
5.2.2 The Admin Module 79
5.2.3 The RDF Export Module 80
5.3 The SAIL API 80
5.4 Experiences 82
5.4.1 Application: On-To-Knowledge 82
5.4.2 RDFS in Practice 84
5.4.3 PostgreSQL and SAIL 84
5.4.4 MySQL 86
5.5 Future Work 87
5.5.1 Transaction Rollback Support 87
5.5.2 Versioning Support 88
5.5. J Adding and Extending Functional Modules 88
5.5.4 DAML+OIL Support 88
5.6 Conclusions 88
6 Generating Ontologies for the Semantic Web: OntoBuildcr 91
R.H.P. Engels and T.Ch. Lech
6.1 Introduction 91
6.1.1 OntoBuilder and its Relation to the CORPORUM System 92
6.1.2 OntoExtract 93
6.1.3 OntoWrapper and TableAnalyser 96
6.2 Reading the Web 97
6.2.1 Semantics on the Internet 97
6.2.2 Problems with Retrieving Natural Language Texts from Documents 99
6.2.3 Document Handling 100
6.2.4 Normalization 100
6.2.5 Multiple Discourses 101
6.2.6 Document Class Categorization 102
6.2.7 Writing Style 102
6.2.8 Layout Issues 102
6.3 Information Extraction 103
6.3.1 Content-driven Versus Goal-driven 104
6.3.2 Levels of Linguistic Analysis 104
6.3.3 CognIT Vision 107
6.4 Knowledge Generation from Natural Language Documents 108
6.4.1 Syntax Versus Semantics 108
6.4.2 Generating Semantic Structures 109
6.4.3 Generating Ontologies from Textual Resources 110
6.4.4 Visualization and Navigation 111
viii
Contents
6.5 Issues in Using Automated Text Extraction for Ontology Building using IE
on Web Resources
7 OntoEdit: Collaborative Engineering of Ontologies
York Sure, Michael Erdmann and Rudi Studer
7.1 Introduction
7.2 Kick Off Phase
7.3 Refinement Phase
7.3.1 Transaction Management
7.3.2 Locking Sub-trees of the Concept Hierarchy
7.3.3 What Does Locking a Concept Mean?
7.4 Evaluation Phase
7.4.1 Analysis of Typical Queries
7.4.2 Error Avoidance and Location
7.4.3 Usage of Competency Questions
7.4.4 Collaborative Evaluation
7.5 Related Work
7.6 Conclusion
8 QuizRDF: Search Technology for the Semantic Web
John Davies, Richard Weeks and Uwe Krohn
8.1 Introduction
8.2 Ontological Indexing
8.3 Ontological Searching
8.4 Alternative data models
8.4.1 Indexing in the New Model
8.4.2 Searching in the New Model
8.5 Further Work
8.5.1 Technical Enhancements
8.5.2 Evaluation
8.6 Concluding Remarks
9 Spectacle
Christiaan Fluit, Herko ter Horst, Jos van der Meer, Marta Sabou
and Peter Mika
9.1 Introduction
9.2 Spectacle Content Presentation Platform
9.2.1 Ontologies in Spectacle
9.3 Spectacle Architecture
9.4 Ontology-based Mapping Methodology
9.4.1 Information Entities
9.4.2 Ontology Mapping
9.4.3 Entity Rendering
9.4.4 Navigation Specification
9.4.5 Navigation Rendering
9.4.6 Views
9.4.7 User Profiles
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Contents
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9.5 Ontology-based Information Visualization 153
9.5.1 Analysis 153
9.5.2 Querying 156
9.5.3 Navigation 158
9.6 Summary: Semantics-based Web Presentations 159
10 OntoShare: Evolving Ontologies in a Knowledge Sharing System 161
John Davies, Alistair Duke and Audrius Stonkus
10.1 Introduction 161
10.2 Sharing and Retrieving Knowledge in OntoShare 162
10.2.1 Sharing Knowledge in OntoShare 163
10.2.2 Ontological Representation 164
10.2.3 Retrieving Explicit Knowledge in OntoShare 167
10.3 Creating Evolving Ontologies 169
10.4 Expertise Location and Tacit Knowledge 170
10.5 Sociotechnical Issues 172
10.5.1 Tacit and Explicit Knowledge Flows 172
10.5.2 Virtual Communities 173
10.6 Evaluation and Further Work 175
10.7 Concluding Remarks 176
11 Ontology Middleware and Reasoning 179
Atanas Kiryakov, Kiril Simov and Damyan Ognyanov
11.1 Ontology Middleware: Features and Architecture 179
11.1.1 Place in the On-To-Knowledge Architecture 181
11.1.2 Terminology 182
11.2 Tracking Changes, Versioning and Meta-information 183
11.2.1 Related Work 184
11.2.2 Requirements 184
11.3 Versioning Model for RDF(S) Repositories 185
11.3.1 History, Passing through Equivalent States 188
11.3.2 Versions are Labelled States of the Repository 188
11.3.3 Implementation Approach 188
11.3.4 Meta-information 190
11.4 Instance Reasoning for DAML+OIL 192
11.4.1 Inference Services 194
11.4.2 Functional Interfaces to a DAML+OIL Reasoner 195
12 Ontology-based Knowledge Management at Work: The Swiss Life Case
Studies 197
Ulrich Reimer, Peter Brockhausen, Thorsten Lau and Jacqueline R. Reich
12.1 Introduction 197
12.2 Skills Management 198
12.2.1 What is Skills Management? 198
12.2.2 SkiM: Skills Management at Swiss Life 200
12.2.3 Architecture of SkiM 202
12.2.4 SkiM as an Ontology-based Approach 203
Contents
x _____—
12.2.5 Querying Facilities
12.2.6 Evaluation and Outlook
12.3 Automatically Extracting a Lightweight Ontology from Text
12.3.1 Motivation
12.3.2 Automatic Ontology Extraction
12.3.3 Employing the Ontology for Querying
12.3.4 Evaluation and Outlook
12.4 Conclusions
13 Field Experimenting with Semantic Web Tools in a Virtual Organization 219
Victor losif, Peter Mika, Rikard Larsson and Hans Akkermans
. 13.1 Introduction 219
13.2 The EnerSearch Industrial Research Consortium as a Virtual Organization 219
13.3 Why Might Semantic Web Methods Help? 2^2
13.4 Design Considerations of Semantic Web Field Experiments 223
13.4.1 Different Information Modes 224
13.4.2 Different Target User Groups 224
13.4.3 Different Individual Cognitive Styles 225
13.4.4 Hypotheses to be Tested 228
13.5 Experimental Set-up in a Virtual Organization 229
13.5.1 Selecting Target Test Users 229
13.5.2 Tools for Test 230
13.5.3 Test Tasks and their Organization 230
13.5.4 Experimental Procedure 231
13.5.5 Determining What Data to Collect 232
13.5.6 Evaluation Matrix and Measurements 233
13.6 Technical and System Aspects of Semantic Web Experiments 234
13.6.1 System Design 234
13.6.2 Ontology Engineering, Population, Annotation 235
13.7 Ontology-based Information Retrieval: What Does it Look Like? 236
13.7.1 Ontology and Semantic Sitemaps 236
)3.7.2 Semantics-based Information Retrieval 239
13.8 Some Lessons Learned 241
14 A Future Perspective: Exploiting Pecr-to-Peer and the Semantic Web for
Knowledge Management
Dieter Fensel, Stejfen Staab, Rudi Studer, Frank van Ha
and John Davies
14.1 Introduction
14.2 A Vision of Modern Knowledge Management
14.2.1 Knowledge Integration
14.2.2 Knowledge Categorization
14.2.3 Context Awareness
14.2.4 Personalization
14.2.5 Knowledge Portal Construction
14.2.6 Communities of Practice
14.2.7 P2P Computing and its Implications for KM
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14.2.8 Virtual Organizations and their Impact 251
14.2.9 eLearning Systems 251
14.2.10 The Knowledge Grid 251
14.2.11 Intellectual Capital Valuation 252
14.3 A Vision of Ontologies: Dynamic Networks of Meaning 252
14.3.1 Ontologies or How to Escape a Paradox 253
14.3.2 Heterogeneity in Space: Ontology as Networks of Meaning 254
14.3.3 Development in Time: Living Ontologies 255
14.4 Peer-2-Peer, Ontologies and Knowledge 256
14.4.1 Shortcomings of Peer-2-Peer and Ontologies as Isolated Para-
digms 256
14.4.2 Challenges in Integrating Peer-2-Peer and Ontologies 258
14.5 Conclusions 263
14.5.1 P2P for Knowledge Management 263
14.5.2 P2P for Ontologies 263
14.5.3 Ontologies for P2P and Knowledge Management 264
14.5.4 Community Building 264
15 Conclusions: Ontology-driven Knowledge Management - Towards the
Semantic Web? 265
John Davies, Dieter Fensel and Frank van Harmelen
References 267
Index
281
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| id | DE-604.BV019349827 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T19:58:14Z |
| institution | BVB |
| isbn | 0470848677 |
| language | English |
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| physical | XX, 288 S. Ill. |
| publishDate | 2004 |
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| publisher | Wiley |
| record_format | marc |
| spelling | Towards the semantic web ontology-driven knowledge management ed. by John Davies ... The semantic web Repr. Chichester [u.a.] Wiley 2004 XX, 288 S. Ill. txt rdacontent n rdamedia nc rdacarrier World Wide Web (DE-588)4363898-3 gnd rswk-swf Wissensmanagement (DE-588)4561842-2 gnd rswk-swf Semantic Web (DE-588)4688372-1 gnd rswk-swf Aufsatzsammlung - Künstliche Intelligenz - World Wide Web - Wissensmanagement - Content Management Aufsatzsammlung - Semantic Web Wissensmanagement (DE-588)4561842-2 s World Wide Web (DE-588)4363898-3 s DE-604 Semantic Web (DE-588)4688372-1 s 1\p DE-604 Davies, N. John Sonstige oth HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012813941&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Towards the semantic web ontology-driven knowledge management World Wide Web (DE-588)4363898-3 gnd Wissensmanagement (DE-588)4561842-2 gnd Semantic Web (DE-588)4688372-1 gnd |
| subject_GND | (DE-588)4363898-3 (DE-588)4561842-2 (DE-588)4688372-1 |
| title | Towards the semantic web ontology-driven knowledge management |
| title_alt | The semantic web |
| title_auth | Towards the semantic web ontology-driven knowledge management |
| title_exact_search | Towards the semantic web ontology-driven knowledge management |
| title_full | Towards the semantic web ontology-driven knowledge management ed. by John Davies ... |
| title_fullStr | Towards the semantic web ontology-driven knowledge management ed. by John Davies ... |
| title_full_unstemmed | Towards the semantic web ontology-driven knowledge management ed. by John Davies ... |
| title_short | Towards the semantic web |
| title_sort | towards the semantic web ontology driven knowledge management |
| title_sub | ontology-driven knowledge management |
| topic | World Wide Web (DE-588)4363898-3 gnd Wissensmanagement (DE-588)4561842-2 gnd Semantic Web (DE-588)4688372-1 gnd |
| topic_facet | World Wide Web Wissensmanagement Semantic Web Aufsatzsammlung - Künstliche Intelligenz - World Wide Web - Wissensmanagement - Content Management Aufsatzsammlung - Semantic Web |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012813941&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT daviesnjohn towardsthesemanticwebontologydrivenknowledgemanagement AT daviesnjohn thesemanticweb |