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Foreword |
7 |
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Preface |
9 |
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About the Authors |
11 |
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Acknowledgements |
13 |
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Contents |
14 |
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1 Introduction |
16 |
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1.1 Introduction to Visualization |
18 |
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1.2 Application Example |
24 |
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1.3 Book Outline |
27 |
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References |
27 |
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2 Historical Background |
29 |
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2.1 Classic Ways of Graphing Time |
29 |
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2.2 Time in Visual Storytelling & Arts |
49 |
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2.3 Summary |
56 |
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References |
57 |
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3 Time & Time-Oriented Data |
59 |
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3.1 Modeling Time |
60 |
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3.1.1 Design Aspects |
61 |
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3.1.2 Granularities & Time Primitives |
67 |
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3.2 Characterizing Data |
76 |
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3.3 Relating Data & Time |
78 |
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3.4 Summary |
79 |
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References |
81 |
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4 Visualization Aspects |
83 |
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4.1 Characterization of the Visualization Problem |
84 |
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4.1.1 What? -- Time & Data |
85 |
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4.1.2 Why? -- User Tasks |
86 |
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4.1.3 How? -- Visual Representation |
90 |
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4.2 Visualization Design Examples |
97 |
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4.2.1 Data Level |
97 |
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4.2.2 Task Level |
101 |
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4.2.3 Presentation Level |
109 |
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4.3 Summary |
113 |
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References |
115 |
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5 Interaction Support |
118 |
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5.1 Motivation & User Intents |
119 |
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5.2 Fundamental Principles |
121 |
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5.3 Basic Methods |
128 |
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5.4 Integrating Interactive and Automatic Methods |
133 |
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5.5 Summary |
137 |
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References |
138 |
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6 Analytical Support |
140 |
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6.1 Temporal Analysis Tasks |
141 |
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6.2 Clustering |
143 |
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6.3 Temporal Data Abstraction |
145 |
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6.4 Principal Component Analysis |
150 |
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6.5 Summary |
156 |
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References |
157 |
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7 Survey of Visualization Techniques |
159 |
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7.1 Techniques |
160 |
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7.2 Summary |
265 |
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References |
266 |
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8 Conclusion |
267 |
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8.1 Summary |
267 |
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8.2 Application Issues |
269 |
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8.3 Research Challenges |
271 |
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8.4 Visual Analytics |
275 |
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References |
278 |
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References |
280 |
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Index |
294 |
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