Model driven engineering and ontology development:
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Dordrecht ; Heidelberg ; London ; New York
Springer
2009
|
| Edition: | 2. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturverz. S. 351 - 369 |
| Physical Description: | XXI, 378 S. graph. Darst. |
| ISBN: | 9783642002816 |
Staff View
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Record in the Search Index
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| adam_text | Titel: Model driven engineering and ontology development
Autor: Gašević, Dragan
Jahr: 2009
Contents
Part I Basics
1 Knowledge Representation 3
1.1 Basic Concepts 4
1.2 Cognitive Science 7
1.3 Types of Human Knowledge 11
1.4 Knowledge Representation Techniques 14
1.4.1 Object-Attribute-Value Triplets 15
1.4.2 Uncertain Facts 15
1.4.3 Fuzzy Facts 16
1.4.4 Rules 16
1.4.5 Semantic Networks 17
1.4.6 Frames 18
1.5 Knowledge Representation Languages 19
1.5.1 Logic-Based Representation Languages 20
1.5.2 Frame-Based Representation Languages 27
1.5.3 Rule-Based Representation Languages 29
1.5.4 Visual Languages for Knowledge Representation 32
1.5.5 Natural Languages and Knowledge Representation 35
1.6 Knowledge Engineering 36
1.7 Open Knowledge Base Connectivity (OKBC) 38
1.8 The Knowledge Level 41
2 Ontologies 45
2.1 Basic Concepts 46
2.1.1 Definitions 46
2.1.2 What Do Ontologies Look Like? 48
2.1.3 Why Ontologies? 50
2.1.4 Key Application Areas 55
2.1.5 Examples 57
2.2 Ontological Engineering 59
2.2.1 Ontology Development Tools 59
2.2.2 Ontology Development Methodologies 66
2.3 Applications 72
2.3.1 Magpie 73
2.3.2 Briefing Associate 74
2.3.3 Quickstep and Foxtrot 75
2.4 Advanced Topics 76
2.4.1 Metadata, Metamodeling, and Ontologies 76
2.4.2 Standard Upper Ontology 77
2.4.3 Ontological Level 80
3 The Semantic Web 81
3.1 Rationale 82
3.2 Semantic Web Languages 83
3.2.1 XML and XML Schema 85
3.2.2 RDF and RDF Schema 87
3.2.3 DAML+OIL 90
3.2.4 OWL 93
3.2.5 SPARQL 95
3.2.6 GRDDL 98
3.2.7 RDFa 100
3.2.8 SKOS 103
3.3 The Role of Ontologies 105
3.4 Semantic Markup 107
3.5 Development Frameworks 110
3.6 Reasoning 113
3.7 Semantic Web Services 116
3.8 Open Issues 121
3.9 Quotations 124
4 Model Driven Engineering 125
4.1 Models and Metamodels 125
4.1.1 Models in General 126
4.1.2 Model-Driven Engineering Theory 126
4.2 Types of Software Models 132
4.3 The Model Driven Architecture 133
4.4 Metamodeling Languages 135
4.4.1 The Meta-Object Facility 136
4.4.2 Ecore Metamodeling Language 138
4.5 Standardized MDA Metamodels 140
4.5.1 Unified Modeling Language 140
4.5.2 Common Warehouse Metamodel (CWM) 141
4.5.3 Ontology Definition Metamodel 143
4.6 UML Profiles 143
4.6.1 Basics of UML Profiles 143
4.6.2 Examples of UML Profiles 145
4.7 Model Transformations 147
4.7.1 Definitions 147
4.7.2 Classification of Model Transformation Languages.... 148
4.7.3 Model Transformation Languages 149
4.7.4 Model Transformation Tools and Implementations 150
4.8 Object Constraint Language 151
4.9 An XML for Sharing MDA Artifacts 152
4.10 The Need for Modeling Spaces 154
5 Modeling Spaces 157
5.1 Modeling the Real World 158
5.2 The Real World, Models, and Metamodels 159
5.3 The Essentials of Modeling Spaces 161
5.4 Modeling Spaces Illuminated 164
5.5 Modeling Spaces Applied 167
5.6 A Touch of RDF(S) and MOF Modeling Spaces 169
5.7 A Touch of the Semantic Web and MDA Technical Spaces.. 171
5.8 Instead of Conclusions 173
Part II Model Driven Engineering and Ontologies
6 Software Engineering Approaches to Ontology Development 177
6.1 A Brief History of Ontology Modeling 177
6.1.1 Networked Knowledge Representation and
Exchange Using UML and RDF 177
6.1.2 Extending the Unified Modeling Language for
Ontology Development 182
6.1.3 The Unified Ontology Language 187
6.1.4 UML for the Semantic Web:
Transformation-Based Approach 188
6.1.5 The AIFB OWL DL Metamodel 191
6.1.6 NeOn Metamodels for the Semantic Web 192
6.1.7 The GOOD OLD AI ODM Proposal 193
6.2 Ontology Development Tools Based on Software
Engineering Techniques 193
6.2.1 Protege 194
6.2.2 DUET (DAML UML Enhanced Tool) 197
6.2.3 An Ontology Tool for IBM Rational Rose
UML Models 198
6.2.4 Visual Ontology Modeler (VOM) 200
6.3 Summary of Relations Between UML and Ontologies 201
6.3.1 Summary of Approaches and Tools for Software
Engineering-Based Ontology Development 202
6.3.2 Summary of Differences Between UML and
Ontology Languages 202
6.3.3 Future Development 205
7 The MDA-Based Ontology Infrastructure 207
7.1 Motivation 207
7.2 Overview 208
7.3 Bridging RDF(S) and MOF 211
7.4 Design Rationale for the Ontology UML Profile 213
8 The Ontology Definition Metamodel (ODM) 215
8.1 ODM Metamodels 215
8.2 A Few Objections to the ODM Specification 217
8.3 The Resource Description Framework Schema (RDFS)
Metamodel 219
8.4 The Web Ontology Language (OWL) Metamodel 225
9 The Ontology UML Profile 235
9.1 Classes and Individuals in Ontologies 235
9.2 Properties of Ontologies 238
9.3 Statements 240
9.4 Different Versions of the Ontology UML Profile 241
10 Mappings of MDA-Based Languages and Ontologies 245
10.1 Relations Between Modeling Spaces 245
10.2 Transformations Between Modeling Spaces 248
10.3 Example of an Implementation: An XSLT-Based Approach... 252
10.3.1 Implementation Details 253
10.3.2 Transformation Example 254
10.3.3 Practical Experience 257
10.3.4 Discussion 260
Part III Applications
11 Modeling Tools and Ontology Development 265
11.1 MagicDraw 266
11.1.1 Starting with MagicDraw 266
11.1.2 Things You Should Know when Working with
UML Profiles 268
11.1.3 Creating a New Ontology 270
11.1.4 Working with Ontology Classes 273
11.1.5 Working with Ontology Properties 276
11.1.6 Working with Individuals 280
11.1.7 Working with Statements 282
11.2 Poseidon for UML 283
11.2.1 Modeling Ontology Classes in Poseidon 285
11.2.2 Modeling Ontology Individuals and Statements
in Poseidon 286
11.3 Sharing Models Between UML Tools and Protege 287
11.4 Atlas Transformation Language 291
11.4.1 Basics 291
11.4.2 ATL Integrated Development Environment 292
11.4.3 Support for Technical Spaces 293
11.4.4 ATL for Transforming Between ODM and UML 294
12 An MDA Based Ontology Platform: AIR 299
12.1 Motivation 299
12.2 The Basic Idea 300
12.3 Metamodel—the Conceptual Building Block of AIR 302
12.4 The AIR Metadata Repository 303
12.5 The AIR Workbench 306
12.6 The Role of XML Technologies 308
12.7 Possibilities 309
13 Examples of Ontology 311
13.1 Petri Net Ontology 311
13.1.1 Organization of thePetri Net Ontology 313
13.1.2 The Core Petri Net Ontology
in the Ontology UML Profile 316
13.1.3 An Extension Example: Upgraded Petri Nets 319
13.2 Educational Ontologies 322
13.2.1 Conceptual Solution 323
13.2.2 Mapping the Conceptual Model to Ontologies 325
14 Beyond the Ontology Definition Metamodel: Applications 335
14.1 Integrated Ontology Development Toolkit 335
14.2 TwoUse: UML and OWL Modeling 338
14.3 Model Driven Engineering of Ontology Reasoners 341
14.4 Model Driven Engineering and Semantic Web Rules 345
References 351
Index 371
|
| any_adam_object | 1 |
| author | Gašević, Dragan Djurić, Dragan Devedžić, Vladan |
| author_GND | (DE-588)131931105 |
| author_facet | Gašević, Dragan Djurić, Dragan Devedžić, Vladan |
| author_role | aut aut aut |
| author_sort | Gašević, Dragan |
| author_variant | d g dg d d dd v d vd |
| building | Verbundindex |
| bvnumber | BV035632940 |
| callnumber-first | Q - Science |
| callnumber-label | QA76 |
| callnumber-raw | QA76.76.D47 |
| callnumber-search | QA76.76.D47 |
| callnumber-sort | QA 276.76 D47 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | ST 230 ST 515 |
| ctrlnum | (OCoLC)403952217 (DE-599)DNB992291437 |
| dewey-full | 005.11 004 005.1 006.332 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security 004 - Computer science 006 - Special computer methods |
| dewey-raw | 005.11 004 005.1 006.332 |
| dewey-search | 005.11 004 005.1 006.332 |
| dewey-sort | 15.11 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| edition | 2. ed. |
| format | Book |
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| indexdate | 2024-07-09T21:42:02Z |
| institution | BVB |
| isbn | 9783642002816 |
| language | English |
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| publisher | Springer |
| record_format | marc |
| spelling | Gašević, Dragan Verfasser aut Model driven engineering and ontology development Dragan Gašević ; Dragan Djurić ; Vladan Devedžić. Foreword to first ed. by Bran Selic. Foreword to second ed. by Jean Bézivin 2. ed. Dordrecht ; Heidelberg ; London ; New York Springer 2009 XXI, 378 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Literaturverz. S. 351 - 369 Computer software Development Model-driven software architecture OWL Informatik (DE-588)4396527-1 gnd rswk-swf RDF Informatik (DE-588)4737512-7 gnd rswk-swf Modellgetriebene Entwicklung (DE-588)4832365-2 gnd rswk-swf Metamodell (DE-588)4825945-7 gnd rswk-swf Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd rswk-swf UML (DE-588)4469781-8 gnd rswk-swf Modellgetriebene Entwicklung (DE-588)4832365-2 s Ontologie Wissensverarbeitung (DE-588)4827894-4 s Metamodell (DE-588)4825945-7 s UML (DE-588)4469781-8 s DE-604 OWL Informatik (DE-588)4396527-1 s RDF Informatik (DE-588)4737512-7 s Djurić, Dragan Verfasser aut Devedžić, Vladan Verfasser (DE-588)131931105 aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017687845&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Gašević, Dragan Djurić, Dragan Devedžić, Vladan Model driven engineering and ontology development Computer software Development Model-driven software architecture OWL Informatik (DE-588)4396527-1 gnd RDF Informatik (DE-588)4737512-7 gnd Modellgetriebene Entwicklung (DE-588)4832365-2 gnd Metamodell (DE-588)4825945-7 gnd Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd UML (DE-588)4469781-8 gnd |
| subject_GND | (DE-588)4396527-1 (DE-588)4737512-7 (DE-588)4832365-2 (DE-588)4825945-7 (DE-588)4827894-4 (DE-588)4469781-8 |
| title | Model driven engineering and ontology development |
| title_auth | Model driven engineering and ontology development |
| title_exact_search | Model driven engineering and ontology development |
| title_full | Model driven engineering and ontology development Dragan Gašević ; Dragan Djurić ; Vladan Devedžić. Foreword to first ed. by Bran Selic. Foreword to second ed. by Jean Bézivin |
| title_fullStr | Model driven engineering and ontology development Dragan Gašević ; Dragan Djurić ; Vladan Devedžić. Foreword to first ed. by Bran Selic. Foreword to second ed. by Jean Bézivin |
| title_full_unstemmed | Model driven engineering and ontology development Dragan Gašević ; Dragan Djurić ; Vladan Devedžić. Foreword to first ed. by Bran Selic. Foreword to second ed. by Jean Bézivin |
| title_short | Model driven engineering and ontology development |
| title_sort | model driven engineering and ontology development |
| topic | Computer software Development Model-driven software architecture OWL Informatik (DE-588)4396527-1 gnd RDF Informatik (DE-588)4737512-7 gnd Modellgetriebene Entwicklung (DE-588)4832365-2 gnd Metamodell (DE-588)4825945-7 gnd Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd UML (DE-588)4469781-8 gnd |
| topic_facet | Computer software Development Model-driven software architecture OWL Informatik RDF Informatik Modellgetriebene Entwicklung Metamodell Ontologie Wissensverarbeitung UML |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017687845&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT gasevicdragan modeldrivenengineeringandontologydevelopment AT djuricdragan modeldrivenengineeringandontologydevelopment AT devedžicvladan modeldrivenengineeringandontologydevelopment |