Verfügbarkeit: Information visualization | Technische Universität München

Information visualization: an introduction

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Bibliographische Detailangaben
Beteilige Person:	Spence, Robert (VerfasserIn)
Format:	Buch
Sprache:	Englisch
Veröffentlicht:	Cham [u.a.] Springer 2014
Ausgabe:	3. ed.
Schlagwörter:	Diskrete Mathematik Information Informationssystem Visualisierung Lower undergraduate UG Rapid Serieal Visual Presentation Interaction Design Visualization Visual Representation Creative Design
Links:	http://deposit.dnb.de/cgi-bin/dokserv?id=4648130&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027645961&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Beschreibung:	1. ed. erschienen bei ACM Press, 2. ed. erschienen bei Pearson
Umfang:	XXI, 321 S. Ill., graph. Darst. 235 mm x 155 mm
ISBN:	9783319073408

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adam_text	Titel: Information visualization Autor: Spence, Robert Jahr: 2014 Contents 1 Introduction............................................................................................... 1 1.1 Home Finding.................................................................................. 1 1.2 History.............................................................................................. 3 1.2.1 Florence Nightingale.......................................................... 3 1.2.2 Travelling on the Tube....................................................... 5 1.2.3 Napoleon s March to Moscow........................................... 7 1.2.4 Cholera............................................................................... 7 1.3 Back to Home Finding..................................................................... 10 1.4 Is Information Visualization Worthwhile?....................................... 12 1.4.1 Mortgage Fraud.................................................................. 12 1.4.2 Drug Design....................................................................... 13 1.4.3 Silicon Chips...................................................................... 14 1.5 Why Do We Need a Book About Information Visualization?......... 14 1.5.1 Variables............................................................................. 14 1.5.2 Canvasses........................................................................... 15 1.5.3 Tasks................................................................................... 15 1.5.4 Perception and Cognition................................................... 15 1.5.5 The Design Challenge........................................................ 16 1.5.6 Context............................................................................... 16 Exercises..................................................................................................... 19 Exercise 1.1...................................................................................... 19 Exercise 1.2...................................................................................... 19 Exercise 1.3...................................................................................... 19 Exercise 1.4...................................................................................... 19 References................................................................................................... 19 2 Issues.......................................................................................................... 21 2.1 A Task.............................................................................................. 21 2.2 Fuzzy Goals..................................................................................... 22 2.3 The Data........................................................................................... 22 2.4 Table Presentation............................................................................ 23 xiv Contents 2.5 Derived Data.................................................................................... 23 2.6 Alternative Representations............................................................. 25 2.7 Adding a Representation.................................................................. 26 2.8 Multiple Attributes........................................................................... 27 2.9 Attribute Specification..................................................................... 27 2.10 Display Space Limitations............................................................... 28 2.11 Mental Models................................................................................. 29 2.12 Near Misses...................................................................................... 29 2.13 Time................................................................................................. 30 2.14 Archives........................................................................................... 33 2.15 Unwanted Information..................................................................... 33 2.16 Movement........................................................................................ 35 2.17 Conclusion....................................................................................... 36 2.18 Remainder of the Book.................................................................... 37 Exercises..................................................................................................... 38 Exercise 2.1...................................................................................... 38 Exercise 2.2...................................................................................... 38 Exercise 2.3...................................................................................... 38 Exercise 2.4...................................................................................... 38 References................................................................................................... 38 3 Representation........................................................................................... 41 3.1 The Information Visualization Process............................................ 41 3.2 Why Do We Represent?................................................................... 42 3.3 A Brief Introduction to Some Representation Techniques.............. 43 3.3.1 Dials................................................................................... 43 3.3.2 Point Representation.......................................................... 44 3.3.3 Scatterplots......................................................................... 44 3.3.4 Patterns............................................................................... 46 3.3.5 Star Plots............................................................................ 46 3.3.6 Magnification..................................................................... 47 3.3.7 Parallel Coordinate Plots.................................................... 49 3.3.8 Iconic Representation......................................................... 50 3.3.9 Mosaic Plots....................................................................... 51 3.3.10 Chernoff Faces................................................................... 53 3.3.11 Text..................................................................................... 53 3.3.12 Time-Varying Data............................................................. 54 3.3.13 Closing Note...................................................................... 56 3.4 The Human Factor........................................................................... 56 3.4.1 Change Blindness............................................................... 57 3.4.2 Perception of Value............................................................ 59 3.4.3 Object and Attribute Visibility........................................... 63 3.5 Interaction........................................................................................ 66 3.5.1 Reordering.......................................................................... 67 3.5.2 Filtering.............................................................................. 67 3.5.3 Parallel Coordinate Plots.................................................... 68 Contents 3.5.4 Brushed Histograms........................................................... 71 3.5.5 Bargrams............................................................................ 74 3.5.6 Scatterplot Matrices........................................................... 75 3.5.7 Summary............................................................................ 79 3.6 Relations and Connections............................................................... 80 3.6.1 General Networks.............................................................. 80 3.6.2 Hierarchies......................................................................... 93 3.7 Alternative Canvasses...................................................................... 101 Exercises..................................................................................................... 105 Exercise 3.1...................................................................................... 105 Exercise 3.2...................................................................................... 106 Exercise 3.3...................................................................................... 106 Exercise 3.4...................................................................................... 106 Exercise 3.5...................................................................................... 107 Exercise 3.6...................................................................................... 107 Exercise 3.7...................................................................................... 107 Exercise 3.8...................................................................................... 108 Exercise 3.9...................................................................................... 108 Exercise 3.10.................................................................................... 108 Exercise 3.11.................................................................................... 108 References................................................................................................... 108 Presentation............................................................................................... Ill 4.1 Human Vision................................................................................... 112 4.1.1 Retinal Image..................................................................... 112 4.1.2 Fixations and Saccades...................................................... 113 4.1.3 Preattentive Processing...................................................... 114 4.1.4 Summary............................................................................ 116 4.2 Presentation in Space....................................................................... 116 4.2.1 Extent................................................................................. 117 4.2.2 Scrolling............................................................................. 118 4.2.3 Flipping.............................................................................. 119 4.2.4 Context and Detail............................................................. 123 4.2.5 Degree of Interest............................................................... 126 4.2.6 Focus Plus Context............................................................. 129 4.2.7 Zoom: Geometric and Semantic........................................ 140 4.3 Temporal Considerations................................................................. 143 4.3.1 Rapid Serial Visual Presentation........................................ 144 4.3.2 Fleeting Memory................................................................ 146 4.3.3 Applications....................................................................... 146 4.3.4 Assessment of Slide-Show RSVP...................................... 149 4.4 Presentation in Space and Time....................................................... 149 4.4.1 Moving RSVP Modes........................................................ 150 4.4.2 Eye Gaze............................................................................ 153 4.4.3 Design Considerations....................................................... 160 xvi Contents 4.5 Representation of Presentation........................................................ 166 Exercises..................................................................................................... 167 Exercise 4.1...................................................................................... 167 Exercise 4.2...................................................................................... 167 Exercise 4.3...................................................................................... 167 Exercise 4.4...................................................................................... 167 Exercise 4.5...................................................................................... 167 Exercise 4.6...................................................................................... 168 Exercise 4.7...................................................................................... 168 References................................................................................................... 169 5 Interaction................................................................................................. 173 5.1 Norman s Action Cycle.................................................................... 174 5.1.1 The Goal............................................................................. 176 5.1.2 The Gulf of Execution....................................................... 176 5.1.3 The Gulf of Evaluation...................................................... 181 5.1.4 The Following Sections..................................................... 183 5.2 Interaction for Information Visualization......................................... 183 5.2.1 A Goal................................................................................ 184 5.2.2 Formation of an Intention.................................................. 184 5.2.3 Alteration of the Goal........................................................ 185 5.2:4 Formation of an Action Plan.............................................. 186 5.2.5 Trade-Offs, Correlations and Overviews........................... 188 5.2.6 Interpretation...................................................................... 191 5.2.7 Evaluation.......................................................................... 191 5.2.8 Summary............................................................................ 192 5.2.9 Assessment in Context....................................................... 192 5.2.10 Design Freedom................................................................. 192 5.3 Interaction for Navigation................................................................ 193 5.3.1 Getting Lost....................................................................... 194 5.3.2 Formulation of an Action Plan........................................... 195 5.3.3 Clarity and Ambiguity........................................................ 195 5.3.4 Menu Structure................................................................... 197 5.3.5 Sensitivity........................................................................... 198 5.3.6 Breadcrumbs...................................................................... 200 5.3.7 Scent................................................................................... 202 5.3.8 Visual Momentum.............................................................. 203 5.4 Interaction with Models................................................................... 204 5.4.1 Immediacy of Interest........................................................ 204 5.4.2 Dynamic Exploration......................................................... 204 5.4.3 Availability of Data............................................................ 207 5.4.4 Models................................................................................ 208 5.4.5 The Design of a Light Bulb............................................... 210 5.4.6 The Influence Explorer...................................................... 213 5.4.7 Alternative Representations of Derived Data..................... 215 Contents xvii 5.5 Involuntary Interaction..................................................................... 217 5.5.1 Involuntary Browsing......................................................... 218 5.6 Representation of Interaction........................................................... 221 Exercises..................................................................................................... 222 Exercise 5.1...................................................................................... 222 Exercise 5.2...................................................................................... 222 Exercise 5.3...................................................................................... 222 Exercise 5.4...................................................................................... 222 References................................................................................................... 222 6 Design......................................................................................................... 225 6.1 A Very Personal View...................................................................... 225 6.2 An Attitude....................................................................................... 225 6.3 A Commission................................................................................. 226 6.4 Idea Generation................................................................................ 226 6.5 Who Is the User?.............................................................................. 227 6.6 Convergence..................................................................................... 228 6.7 Sketching.......................................................................................... 230 6.8 Design.............................................................................................. 231 6.9 Evaluation........................................................................................ 231 6.10 Oral Presentation to Client............................................................... 232 Exercises..................................................................................................... 234 References................................................................................................... 235 7 Casestudies............................................................................................... 237 7.1 Small Interactive Calendars............................................................. 239 7.1.1 Planning Your Time............................................................ 239 7.1.2 Design Philosophy............................................................. 240 7.1.3 Background........................................................................ 240 7.1.4 Calendar Views.................................................................. 243 7.1.5 Interactive Control............................................................. 243 7.1.6 Search................................................................................. 245 7.1.7 Usability Study................................................................... 245 7.1.8 Observations....................................................................... 246 7.1.9 Satisfaction and Preference................................................ 247 7.1.10 Usability............................................................................. 248 7.1.11 Potential Developments..................................................... 248 7.2 Selecting One from Many................................................................ 251 7.2.1 The Problem....................................................................... 251 7.2.2 The Task............................................................................. 252 7.2.3 Existing Solutions.............................................................. 252 7.2.4 Bargrams............................................................................ 253 7.2.5 Affordances........................................................................ 255 7.2.6 EZChooser......................................................................... 255 7.2.7 Sensitivity........................................................................... 256 7.2.8 Related Work...................................................................... 258 ii Contents 7.2.9 Evaluation.......................................................................... 260 7.2.10 Comment............................................................................ 260 7.2.11 Recent Development.......................................................... 261 7.2.12 Evaluation.......................................................................... 262 7.3 Web Browsing Through a Keyhole.................................................. 263 7.3.1 Seeking News..................................................................... 263 7.3.2 The Problem....................................................................... 264 7.3.3 A Solution.......................................................................... 265 7.3.4 The RSVP Browser............................................................ 266 7.3.5 System Design................................................................... 268 7.3.6 Evaluation.......................................................................... 270 7.3.7 Discussion.......................................................................... 272 7.3.8 Comment............................................................................ 273 7.4 Communication Analysis................................................................. 274 7.4.1 Command and Control....................................................... 274 7.4.2 System Requirements......................................................... 274 7.4.3 The MIND Tool................................................................. 275 7.4.4 Exploratory Analysis.......................................................... 275 7.4.5 Scenario.............................................................................. 276 7.4.6 Football.............................................................................. 277 7.4.7 Conclusion......................................................................... 278 7.5 Archival Galaxies............................................................................. 279 7.5.1 Large Collections of Documents........................................ 279 7.5.2 Background and Requirements.......................................... 280 7.5.3 Earlier Work....................................................................... 280 7.5.4 Design Decisions............................................................... 283 7.5.5 Interaction and Search........................................................ 286 7.5.6 Layout................................................................................ 286 7.5.7 Evaluation.......................................................................... 287 Exercises..................................................................................................... 290 Design 1 Flower Power.................................................................... 290 Design 2 What s Interesting?........................................................... 290 Design 3 Rail Travel........................................................................ 290 Design 4 Find that Photo.................................................................. 291 Design 5 Journal Search................................................................... 291 Design 6 Postgraduate Study........................................................... 291 Design 7 Travel by Bus.................................................................... 291 Design 8 Online Shopping............................................................... 291 Design 9 The Web on a Mobile........................................................ 292 Design 10 Email Records and Their Exploration............................ 292 Design 11 Mobiles for Very Young Children................................... 292 Contents xix Appendix.......................................................................................................... 293 Videos......................................................................................................... 293 VI Qualitative Representation.................................................................... 294 Background...................................................................................... 294 Action............................................................................................... 294 Illustrates.......................................................................................... 295 Notes................................................................................................ 295 V2 Dynamic Exploration of Relationships................................................. 295 Background...................................................................................... 295 Action............................................................................................... 295 Illustrates.......................................................................................... 296 V3 Encoding by Sound: A Brain Tumour................................................... 296 Background...................................................................................... 296 Action............................................................................................... 296 Illustrates.......................................................................................... 296 V4 Visualization 2020 AD.......................................................................... 296 Background...................................................................................... 297 Action............................................................................................... 297 Illustrates.......................................................................................... 297 V5 Attribute Explorer.................................................................................. 297 Background...................................................................................... 297 Action............................................................................................... 298 Illustrates.......................................................................................... 298 V6 Attribute Explorer: A Short Demo........................................................ 298 Background...................................................................................... 298 Action............................................................................................... 298 Illustrates.......................................................................................... 299 V7Infocanvas............................................................................................. 299 Background...................................................................................... 299 Action............................................................................................... 299 V8 Interactive Venn Diagram...................................................................... 299 Background...................................................................................... 300 Action............................................................................................... 300 Illustrates.......................................................................................... 300 V9 The Cone Tree....................................................................................... 300 Background...................................................................................... 300 Action............................................................................................... 301 Illustrates.......................................................................................... 301 V10 Fundexplorer....................................................................................... 301 Background...................................................................................... 301 Action............................................................................................... 301 Illustrates.......................................................................................... 302 VII Bifocal Display 1................................................................................. 302 Background...................................................................................... 302 Action............................................................................................... 302 Illustrates.......................................................................................... 302 Contents V12 Bifocal Display II................................................................................ 302 Background...................................................................................... 303 Action............................................................................................... 303 Illustrates.......................................................................................... 303 V13 Flip Zoom on a Mobile....................................................................... 303 Background...................................................................................... 303 Action............................................................................................... 303 Illustrates.......................................................................................... 304 V14 Distorted Map on a PDA..................................................................... 304 Background...................................................................................... 304 Action............................................................................................... 304 Illustrates.......................................................................................... 304 V15 Pliable Display Technology on a Table............................................... 304 Background...................................................................................... 305 Action............................................................................................... 305 Illustrates.......................................................................................... 305 V16 Rubber Sheet Map Distortion............................................................. 305 Background...................................................................................... 305 Action............................................................................................... 306 Illustrates.......................................................................................... 306 V17 The Perspective Wall........................................................................... 306 Background...................................................................................... 306 Action............................................................................................... 306 Illustrates.......................................................................................... 306 V18 Sunburst............................................................................................... 307 Background...................................................................................... 307 Action............................................................................................... 307 Illustrates.......................................................................................... 307 V19 Combined Zoom and Pan.................................................................... 307 Background...................................................................................... 308 Action............................................................................................... 308 Illustrates.......................................................................................... 308 V20 Floating RSVP.................................................................................... 308 Background...................................................................................... 308 Action............................................................................................... 308 Illustrates.......................................................................................... 309 V21 Image Browsing - Video on Demand................................................. 309 Background...................................................................................... 309 Action............................................................................................... 309 Illustrates.......................................................................................... 309 V22 Navigation via a Small Display........................................................... 309 Background...................................................................................... 310 Action............................................................................................... 310 Illustrates.......................................................................................... 310 Contents xxi V23 to V28 Image Presentation Modes...................................................... 310 Background...................................................................................... 310 Action............................................................................................... 311 Illustrates.......................................................................................... 311 V29 Involuntary Browsing with a Coffee Table......................................... 311 Background...................................................................................... 311 Action............................................................................................... 311 Illustrates.......................................................................................... 312 V30 Discovery via Dynamic Representation.............................................. 312 Background...................................................................................... 312 Action............................................................................................... 312 Illustrates.......................................................................................... 312 V31 Influence Explorer............................................................................... 312 Background...................................................................................... 313 Action............................................................................................... 313 Illustrates.......................................................................................... 313 V32 Model Maker....................................................................................... 313 Background...................................................................................... 313 Action............................................................................................... 314 Illustrates.......................................................................................... 314 Notes................................................................................................ 314 V33 Human Guidance of Automated Design............................................. 314 Background...................................................................................... 314 Action............................................................................................... 315 Illustrates.......................................................................................... 315 V34 Prosection Matrix................................................................................ 315 Background...................................................................................... 315 Action............................................................................................... 316 Illustrates.......................................................................................... 316 V35 Dust And Magnet................................................................................ 316 Background...................................................................................... 316 Action............................................................................................... 316 Illustrates.......................................................................................... 316 V36 RSVP Browser.................................................................................... 317 Background...................................................................................... 317 Action............................................................................................... 317 Illustrates.......................................................................................... 317 V37 Infosky Visual Explorer...................................................................... 317 Background...................................................................................... 318 Action............................................................................................... 318 Illustrates.......................................................................................... 318 Glossary........................................................................................................... 319
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id	DE-604.BV042207206
illustrated	Illustrated
indexdate	2024-12-20T17:04:49Z
institution	BVB
isbn	9783319073408
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-027645961
oclc_num	900655936
open_access_boolean
owner	DE-91G DE-BY-TUM DE-92 DE-Aug4 DE-525 DE-188 DE-11
owner_facet	DE-91G DE-BY-TUM DE-92 DE-Aug4 DE-525 DE-188 DE-11
physical	XXI, 321 S. Ill., graph. Darst. 235 mm x 155 mm
publishDate	2014
publishDateSearch	2014
publishDateSort	2014
publisher	Springer
record_format	marc
spellingShingle	Spence, Robert Information visualization an introduction Diskrete Mathematik (DE-588)4129143-8 gnd Information (DE-588)4026899-8 gnd Informationssystem (DE-588)4072806-7 gnd Visualisierung (DE-588)4188417-6 gnd
subject_GND	(DE-588)4129143-8 (DE-588)4026899-8 (DE-588)4072806-7 (DE-588)4188417-6
title	Information visualization an introduction
title_auth	Information visualization an introduction
title_exact_search	Information visualization an introduction
title_full	Information visualization an introduction Robert Spence
title_fullStr	Information visualization an introduction Robert Spence
title_full_unstemmed	Information visualization an introduction Robert Spence
title_short	Information visualization
title_sort	information visualization an introduction
title_sub	an introduction
topic	Diskrete Mathematik (DE-588)4129143-8 gnd Information (DE-588)4026899-8 gnd Informationssystem (DE-588)4072806-7 gnd Visualisierung (DE-588)4188417-6 gnd
topic_facet	Diskrete Mathematik Information Informationssystem Visualisierung
url	http://deposit.dnb.de/cgi-bin/dokserv?id=4648130&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027645961&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT spencerobert informationvisualizationanintroduction

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