Encoding Semantic Annotations

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Table of contents

Chapter 1 Introduction 
1.1 Context and Motivation
1.2 Approaches and Contributions of the Thesis
1.3 Thesis Organization
Chapter 2 Knowledge Extraction and Semantic Annotation of Texts
2.1 Introduction
2.2 Knowledge Extraction
2.2.1 Knowledge Extraction Process
2.2.2 Knowledge Extraction from Texts
2.2.3 Ontology
2.2.4 Related Work on Interactive Extracting Knowledge from Texts
2.3 Semantic Annotation
2.3.1 What is Semantic Annotation?
2.3.2 Semantic Annotation Techniques
2.3.3 Encoding Semantic Annotations
2.3.4 Knowledge Extraction and Semantic Annotation
2.3.5 Choice of Data Mining Method
2.4 Formal Concept Analysis
2.4.1 Basic Concepts of Lattice Theory
2.4.2 Formal Concept Analysis
2.4.3 Algorithms for Lattice Construction
2.4.4 Knowledge Extraction and Semantic Annotation with FCA
2.5 Related Work on Expert Interaction for Bridging Knowledge Gap
2.6 Summary
Chapter 3 KESAM: A Tool for Knowledge Extraction and Semantic Annotation Management
3.1 Introduction
3.2 The KESAM Methodology
3.2.1 The KESAM’s Features
3.2.2 The KESAM Process
3.3 Semantic Annotations for Formalizing the Source of Knowledge, Building Lattices and Providing the Traceability
3.3.1 Semantic Annotations for Formalizing the Source of Knowledge
3.3.2 Building Lattices and Providing the Traceability with Semantic Annotations
3.4 Expert Interaction for Evaluation and Refinement
3.4.1 Formulating the Changes
3.4.2 Implementing the Changes
3.4.3 Evolution of the Context and Annotations
3.5 The KESAM Implementation and Case Study
3.5.1 The KESAM User Interface and Usage Scenario
3.5.2 Case Study
3.6 Conclusion
Chapter 4 Formal Knowledge Structures and “Real-World”
4.1 Introduction
4.2 Preliminaries
4.2.1 Attribute Implication
4.2.2 Constrained Concept Lattices w.r.t. Attribute Dependencies
4.2.3 Projections
4.3 Projections for Generating Constrained Lattices
4.3.1 Discussion about Constrained Lattices
4.3.2 Projections for Constrained Lattices w.r.t. Dependencies between Attribute Sets .
4.3.3 Projections for Constrained Lattices w.r.t. Sets of Dependencies
4.3.4 The Framework for Generating Constrained Lattices
4.4 Related Work, Discussion and Conclusion
Chapter 5 Conclusion and Perspectives
5.1 Summary
5.2 Perspectives
Bibliography