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Table of contents
PART I. BACKGROUND AND LITERATURE REVIEW
CHAPTER 1 GENERAL INTRODUCTION
1.1 Overview and Research Context
1.2 Industrial Context
1.3 Contributions and Related Research Areas
1.4 Organization
CHAPTER 2 REVIEW OF LITERATURE
2.1 Information Visualization and knowledge visualization
2.2 InfoVis Toolkit and InfoVis Tools
2.3 Design and Evaluation Visualization Systems
2.4 Tree and Hierarchic Knowledge Visualizations
2.4.1 Tree, Hierarchic knowledge and Skeleton
2.4.2 Classical Tree Visualization Techniques
2.5 Ontology and Ontology Visualization
2.6 Knowledge Maps
2.7 Cartography and Knowledge Cartography
2.7.1 Cartography
2.7.2 Knowledge Cartography
2.8 Cartographic Visualization
2.8.1 Treemapping Approaches
2.8.2 Spatialization (Layout) and Tree drawing algorithms
2.8.3 Map‐like Visualization Approaches
2.9 Schematization
2.10 Spatial Cognition
PART II. MEMORY ISLAND TECHNIQUE
CHAPTER 3 MEMORY ISLAND IDEA AND DESIGN METHODOLOGY
3.1 The arts of Memory technique and the notion of Memory Islands
3.2 The Objectives of Memory Island technique
3.2.1 Recognition (truthful)
3.2.2 Discovery (functional and beautiful)
3.2.3 Surprise (insightful and enlightening)
3.3 The idea of Memory Island
3.4 Map (Landscape) Metaphor
3.5 Why do we choose 2D traditional map representation
3.6 Geographic Metaphors and Cartographic Means
3.6.1 Proportion Metaphor
3.6.2 Distance/centrality Metaphor
3.6.3 Font Attributes and Point Attributes
3.6.4 Colors
3.6.5 Paths and Gaps
3.7 Memory Island Prototype Algorithm
CHAPTER 4 HIERARCHICAL REORGANIZATION BY SEMANTIC SIMILARITY
4.1.1 Related works
4.1.2 Hierarchical Reorganization by Semantic Similarity
CHAPTER 5 VISUALIZING HIERARCHICAL DATA AS ISLANDS
5.1 Island Generation
5.1.1 Polyle II Algorithm
5.1.2 Memory Island Algorithm
5.1.3 Discussion on Memory Island Algorithm
5.2 Reshaping the Resulting Island
CHAPTER 6 LABELLING AND MAP GENERATION
6.1 Related Works
6.1.1 PFLP Problem
6.1.2 PFLP Algorithms
6.1.3 Google Map Mechanism
6.2 Labeling and Map Generation in Memory Island
6.3 Discussion
6.3.1 Improvement of the Label placement algorithm
6.3.2 Apply Area‐features label placement algorithm
CHAPTER 7 MEMORY ISLAND INTERFACE
7.1 Overview+Detail interactive interface
7.1.1 Map‐like Focus + Context and Element highlighting technique:
7.1.2 Map interactive functions
7.1.3 Design of Memory Island Interface
7.2 Discussion
PART III. IMPLEMENTATION AND APPLICATIONS
CHAPTER 8 MEMORY ISLAND IMPLEMENTATION
8.1 Memory Island Application’s sub‐system components
8.1.1 Knowledge Extraction
8.1.2 Island Generation
8.1.3 Label Placement and Map Generation
8.1.4 Memory Island Interface Generation
8.2 The run‐time of Memory Island Application
8.3 Discussion
CHAPTER 9 CREATING KNOWLEDGE MAPS USING MEMORY ISLAND
9.1.1 Text and Document Data
9.1.2 Ontologies
9.1.3 Hierarchical Dataset
9.1.4 Project OBVIL – Digital Humanities Dataset
9.2 Discussion
PART IV. VALIDATION AND EVALUATION OF MEMORY ISLAND
CHAPTER 10 VALIDATING MEMORY ISLAND
10.1 Visualization mantras
10.2 User Study
10.2.1 Methods and Visualization Set‐up
10.2.2 Subjects
10.2.3 Procedure
10.2.4 Result
10.3 Discussion
CHAPTER 11 PSYCHOLOGICAL EVALUATION
11.1 Related work
11.1.1 Users’ requirements analysis
11.1.2 Evaluations of Ontology Visualization tools
11.1.3 Evaluations of Tree Visualization tools
11.1.4 Evaluations of Map‐like Visualization tools
11.2 Psychological experimental protocol
11.2.1 Ontology Browsing Task
11.2.2 Ontology Understanding Task
11.2.3 Ontology Remembering Task
11.2.4 The Subjective Task
11.2.5 Suggested Evaluation Procedure
11.3 A Preliminary Users Study
11.3.1 Methods and Experiment Set‐up
11.3.2 Subjects
11.3.3 Procedure
11.3.4 Result
11.4 Discussion with the past evaluation experiment
PART VI. CONCLUSION AND PERSPECTIVES
CHAPTER 12 CONCLUSIONS
CHAPTER 13 FUTURE WORKS
13.1 Develop the Visualization Tools for Digital Humanities
13.2 Improve the Usage of space
13.3 Evaluation of the long‐term memorization
13.4 User Interface and interactive functions
13.5 Integrate Memory Islands to platforms of DH and DL
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