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AIRS – Advanced Ontology-based Information Retrieval System / Titelei/Inhaltsverzeichnis
AIRS – Advanced Ontology-based Information Retrieval System / Titelei/Inhaltsverzeichnis
Contents
Chapter
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Page
I–X
Titelei/Inhaltsverzeichnis
I–X
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1–16
1 Introduction
1–16
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1.1 Challenges for Information Retrieval in Heterogeneous Domains
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1.2 Research Questions and Methods
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1.3 About This Work
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17–23
2 Ontologies in Computer Science
17–23
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2.1 Concept Formation
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2.2 Approaches of Ontology Engineering
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2.3 Structuring and Using Ontologies
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24–51
3 AIRS Knowledge Base
24–51
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3.1 Application Context
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3.2 Conceptualization
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3.3 Theory and Inference Rules
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3.4 Summary of AIRSKB Development
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52–62
4 Ontology-based Retrieval Across Heterogeneous Document Landscapes
52–62
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4.1 Concepts of a Heterogeneous Document Landscape
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4.2 Advanced Ontology-based Information Retrieval System (AIRS)
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4.3 Conceptual Architecture of AIRS
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63–83
5 Indexing and Retrieval for Advanced Ontology-based Information Retrieval
63–83
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5.1 Indexing Workflow
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5.2 General Retrieval and Feedback Workflow
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5.3 Related Documents for a Single Search Result
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5.4 Document Search Using Suggest Cluster Algorithm
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5.5 Update Suggest Clusters for Suggest Cluster Algorithm
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84–90
6 Sharing Knowledge through AIRS
84–90
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6.1 Collecting Feedback with the Statistics Component
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6.2 Getting Relevance Judgments
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6.3 Summary
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91–114
7 Architecture and Functionality of a Prototype Implementation
91–114
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7.1 Properties Management Using a Taxonomic Structure
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7.2 AIRS Index & Search Framework
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7.3 AIRSKB Framework
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7.4 AIRS Include Sources – Indexing Framework
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7.5 Retrieval and Suggest Algorithms
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7.6 Implementation Strategy and Prototype Features
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115–134
8 Field Tests and Evaluation
115–134
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8.1 Automotive Workshop Processes
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8.2 AIRS Prototype User Interface
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8.3 Experimental Setup of AIRS Prototype Field Tests
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8.4 Performing Field Tests Using the AIRS Prototype
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8.5 Results of Field Tests
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135–140
9 Conclusion and Future Research
135–140
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9.1 Summary
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9.2 Research Opportunities
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141–150
A Appendix
141–150
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A.1 Questionnaire 1
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A.2 Questionnaire 2
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A.3 User Tasks
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151–155
Glossary
151–155
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156–157
Index
156–157
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158–166
Bibliography
158–166
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AIRS – Advanced Ontology-based Information Retrieval System , page I - X
Titelei/Inhaltsverzeichnis
Autoren
Jan Werrmann
DOI
doi.org/10.51202/9783186849106-I
ISBN print: 978-3-18-384910-9
ISBN online: 978-3-18-684910-6
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doi.org/10.51202/9783186849106-I
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