Immersive analytics

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Weitere Verfasser: Marriott, Kim ca. 20./21. Jh (HerausgeberIn)
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Sprache:English
Veröffentlicht: Cham Springer [2018]
Schriftenreihe:Lecture notes in computer science 11190
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Datensatz im Suchindex

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adam_text Table of Contents 1. Immersive Analytics: An Introduction........................................................ Tim Dwyer, Kim Marriott, Tobias Isenberg, Karsten Klein, Nathalie Riche, Falk Schreiber, Wolfgang Stuerzlinger, and Bruce H. Thomas 1.1. What is Immersive Analytics? ......................................................... 1.2. Historical Context............................................................................... 1.3. Engagement and Immersion ............................................................. 1.4. Overview of this Book....................................................................... 1.5. Research Agenda................................................................................. 2. Immersive Analytics: Time to Reconsider the Value of 3D for Information Visualisation................................................................................. Kim Marriott, Jian Chen, Marcel Hlawatsch, Takayuki Itoh, Miguel A. Nacenta, Guido Reina, and Wolfgang Stuerzlinger 2.1. Introduction.......................................................................................... 2.2. Background: Perception and Presentation of 3D............................ 2.3. Prior Research Comparing 2D with 3D Representations.............. 2.4. Potential Benefits of Immersive Visualisation ................................ 2.5. Research Questions and Issues.......................................................... 2.6. Conclusion ............................................................................................ 3. Multisensory Immersive Analytics .............................................................. Jon McCormack, Jonathan C. Roberts, Benjamin Bach, Carla Dal Sasso Freitas, Takayuki Itoh, Christophe Hurter, and Kim Marriott 3.1. Introduction......................................................................................... 3.2. Multisensory Presentation and Analysis......................................... 3.3. A Framework for Multisensorial Immersive Analytics ................. 3.4. Visual Presentation............................................................................. 3.5. Bonification and Auralization ........................................................... 3.6. Haptic Displays................................................................................... 3.7. Smell/Olfaction, Taste/Gustation ................................................... 3.8. Designing Multisensorial Immersive Systems................................. 3.9. Discussion and Research Challenges ............................................... 3.10. Conclusion ............................................................................................ 1 1 4 10 14 15 25 25 29 35 42 46 48 57 57 59 61 63 65 69 77 78 85 87 4. Interaction for Immersive Analytics............................................................ 95 Wolfgang Büschel, Jian Chen, Raimund Dachselt, Steven Drucker, Tim Dwyer, Carsten Görg, Tobias Isenberg, Andreas Kerren, Chris North, and Wolfgang Stuerzlinger 4.1. Introduction......................................................................................... 95 4.2. Opportunities and Requirements..................................................... 98 4.3. Basic Tasks for Analytics................................................................... 104 ѵш Natural User Interfaces(NUI) andPostWIMP Interaction........... Designing InteractionsforImmersiveAnalytics................................. Archetypal Setups.............................................................................. Example Systems................................................................................ Conclusion .......................................................................................... 106 114 116 121 126 5. Immersive Human-Centered Computational Analytics............................ Wolfgang Stuerzlinger, Tim Dwyer, Steven Drucker, Carsten Görg, Chris North, and Gerik Scheuermann 5.1. Introduction........................................................................................ 5.2. Analytics Process ............................................................................... 5.3. Collaboration between Humans and Automated Processes......... 5.4. Challenges............................................................................................ 5.5. Conclusion ........................................................................................... 139 4.4. 4.5. 4.6. 4.7. 4.8. 6. Immersive Visual Data Stories .................................................................... Petra Isenberg, Bongshin Lee, Huamin Qu, and Maxime Cordeil 6.1. Introduction 6.2. Visual Data-Driven Stories................................................................ 6.3. Defining Immersion in Visual Data Stories...................................... 6.4. Research Opportunities in Immersive Visual Storytelling with Data 6.5. Conclusion ............................................................................................ 139 141 148 152 158 165 165 166 171 177 180 7. Situated Analytics.......................................................................................... 185 Bruce H. Thomas, Gregory F. Welch, Pierre Dragicevic, Niklas Elmqvist, Pourang Irani, Yvonne Jansen, Dieter Schmalstieg, Aurelien Tabard, Neven A. Μ. ElSayed, Ross T. Smith, and Wesley Willett 7.1. Introduction........................................................................................ 185 7.2. Characterization of Situated Visualizations................................... 191 7.3. Examples of Situated Analytics ....................................................... 199 7.4. Blended Situated Analytics Controls............................................... 202 7.5. Design Considerations for Situated Analytics Systems................. 207 7.6. Challenges and Research Agenda..................................................... 212 7.7. Future Work........................................................................................ 214 7.8. Conclusion .......................................................................................... 216 8. Collaborative Immersive Analytics.............................................................. 221 Mark Billinghurst, Maxime Cordeil, Anastasia Bezerianos, and Todd Margolis 8.1. Introduction 221 8.2. Definition and Scope.......................................................................... 224 8.3. Collaboration Over Space and Time............................................... 226 8.4. Types of Participants in CIA ........................................................... 235 8.5. Interaction in CIA Environments.................................................... 238 8.6. Opportunities for Research.............................................................. 243 8.7. Conclusion .......................................................................................... 247 IX 9. Just 5 Questions: Toward a Design Framework for Immersive Analytics Kim Marriott, Jian Chen, Marcel Hlawatsch, Takayuki Itoh, Miguel A. Nacenta, Guido Reina, and Wolfgang Stuerzlinger 9.1. Introduction......................................................................................... 9.2. Design Frameworks for Data Visualisation Visual Analytics... 9.3. Architecture of IA Applications....................................................... 9.4. The 5 Question Design Framework forIA ...................................... 9.5. Using the Design Space Framework................................................. 9.6. Research Questions and Issues......................................................... 9.7. Conclusion ........................................................................................... 259 10. Immersive Analytics Applications in Life and Health Sciences............ Tobias Czauderna, Jason Haga, Jinman Kim, Matthias Klapperstück, Karsten Klein, Torsten Kuhlen, Steffen Oeltze-Jafra, Björn Sommer, and Falk Schreiber 10.1. Background .......................................................................................... 10.2. Case Study 1: Molecular Scientific Visualisation in Structural Biology................................................................................. 10.3. Case Study 2: Explorative Analysis of In-Silico Experiments in Neuroscience................................................................................ 294 10.4. Case Study 3: Exploration of Virtual Cells in Cytology................ 10.5. Case Study 4: Image Analytics in Medicine.................................... 10.6. Case Study 5: Population Study Analytics in Epidemiology........ 10.7. Case Study 6: Collaborative Immersive Analytics in Life and Health Sciences .......................................................................... 315 10.8. Challenges and Outlook...................................................................... 289 11. Exploring Immersive Analytics for Built Environments.......................... Tom Chandler, Thomas Morgan, and Torsten Wolfgang Kuhlen 11.1. Introduction and Overview................................................................ 11.2. Case Study 1: Planning and Visualisation in Production Engineering.................................................................................. 332 11.3. Case Study 2: Immersive Analytics in the Interactive Visualisation of Sustainable Cities........................................... 338 11.4. Case Study 3: Crowd Simulations in a Virtual Model of Medieval Angkor.................................................................................. 11.5. Conclusion ............................................................................................ 259 261 262 263 272 282 284 289 291 297 303 309 320 331 331 346 354
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spellingShingle Immersive analytics
Lecture notes in computer science
Visualisierung (DE-588)4188417-6 gnd
Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd
Virtuelle Realität (DE-588)4399931-1 gnd
subject_GND (DE-588)4188417-6
(DE-588)4125909-9
(DE-588)4399931-1
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title Immersive analytics
title_auth Immersive analytics
title_exact_search Immersive analytics
title_full Immersive analytics Kim Marriott, Falk Schreiber, Tim Dwyer, Karsten Klein, Nathalie Henry Riche, Takayuki Itoh, Wolfgang Stuerzlinger, Bruce H. Thomas (eds.)
title_fullStr Immersive analytics Kim Marriott, Falk Schreiber, Tim Dwyer, Karsten Klein, Nathalie Henry Riche, Takayuki Itoh, Wolfgang Stuerzlinger, Bruce H. Thomas (eds.)
title_full_unstemmed Immersive analytics Kim Marriott, Falk Schreiber, Tim Dwyer, Karsten Klein, Nathalie Henry Riche, Takayuki Itoh, Wolfgang Stuerzlinger, Bruce H. Thomas (eds.)
title_short Immersive analytics
title_sort immersive analytics
topic Visualisierung (DE-588)4188417-6 gnd
Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd
Virtuelle Realität (DE-588)4399931-1 gnd
topic_facet Visualisierung
Mensch-Maschine-Kommunikation
Virtuelle Realität
Aufsatzsammlung
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