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An Introduction to and Motivation for Visualization Research

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1 An Introduction to and Motivation for Visualization Research
Data Stories 2018 – Central European University An Introduction to and Motivation for Visualization Research Johannes Sorger

2 Visualization as a Tool
Represent Convey Explore Johannes Sorger Data Stories / CEU A Motivation for Visualization Research

3 Visualization as a Tool
Visualization approaches Users tasks Domain problems Goal: understanding potential develop better tools Johannes Sorger Data Stories / CEU A Motivation for Visualization Research

4 Johannes Sorger Data Stories / CEU
Vis Research / Context Computer Graphics [Jimenez et al, 2014, Separable Subsurface Scattering] Rendering Visualization Comp. Vision Johannes Sorger Data Stories / CEU A Motivation for Visualization Research

5 Vis Research / Overview
Visualization Categories Exploration Story Telling Johannes Sorger Data Stories / CEU A Motivation for Visualization Research

6 Vis Research / Overview
Visualization Sub Fields Visual Analysis Science &Tech. Scientific Visualization Information Visualization Johannes Sorger Data Stories / CEU Biggest conferences & associated journals: -- -- Paper collections: IEEE VIS: Euro vis: A Motivation for Visualization Research

7 Johannes Sorger Data Stories / CEU
Vis Research / Goals Understanding visualization (theory) Develop novel algorithms (practice) Johannes Sorger Data Stories / CEU A Motivation for Visualization Research

8 Vis Theory / charting the design space
Taxonomies, typologies, models Methodologies State of the art reports Evaluation Johannes Sorger Data Stories / CEU A Motivation for Visualization Research

9 Vis Theory / charting the design space
Taxonomies, typologies, models Methodologies State of the art reports Evaluation The Visualization Pipeline Johannes Sorger Data Stories / CEU [Fuchs, Hauser, 2009, Visualization of Multi-Variate Scientific Data] A Motivation for Visualization Research

10 Vis Theory / charting the design space
Taxonomies, typologies, models panel talks starting at 5:30pm Johannes Sorger Data Stories / CEU A Motivation for Visualization Research

11 VIS Theory / charting the design space
[Sedlmair et al., 2012, Design Study Methodology: Reflections from the Trenches and the Stacks] Taxonomies, typologies, models Methodologies State of the art Evaluation Johannes Sorger Data Stories / CEU A Motivation for Visualization Research

12 [Munzner, 2009 ,A Nested Model for Visualization Design and Validation]
Johannes Sorger / Data Stories: Vis Research

13 Vis Theory / charting the design space
Taxonomies, typologies, models Methodologies State of the art reports Evaluation [Beck et al., 2016, A Taxonomy and Survey of Dynamic Graph Visualization] Johannes Sorger Data Stories / CEU Maybe also interesting: State-of-the-Art Report in Web-based Visualization State of the art report archive (computer graphics forum / eurovis): A Motivation for Visualization Research

14 Vis Theory / charting the design space
Taxonomies, typologies, models Methodologies State of the art reports Evaluation Johannes Sorger Data Stories / CEU A Motivation for Visualization Research

15 Vis Research / practice
Goal = creating novel expressive & effective techniques and systems Challenges = limitations of Computers Humans Displays [Bostok et al., 2011, D³ Data-Driven Documents] Johannes Sorger Data Stories / CEU A Motivation for Visualization Research

16 Vis Research / practice
Domain specific problems => Design Studies Johannes Sorger Data Stories / CEU List of my works: A Motivation for Visualization Research

17 Johannes Sorger Data Stories / CEU
Thank you! Johannes Sorger Conclusion Johannes Sorger Data Stories / CEU very nice collection of further readings / links: available data sets, visualization packages and literature (turorials, books): A Motivation for Visualization Research

18 Data Stories 2018 – Central European University
Thank you! Johannes Sorger

19 Johannes Sorger Data Stories / CEU
Further reading: Biggest conferences & associated journals: -- -- Paper collections: IEEE VIS: Euro vis: Johannes Sorger Data Stories / CEU A Motivation for Visualization Research

20 Johannes Sorger Data Stories / CEU
Further reading: State of the art report archive (computer graphics forum / eurovis): Maybe also interesting: State-of-the-Art Report in Web-based Visualization Johannes Sorger Data Stories / CEU A Motivation for Visualization Research

21 Johannes Sorger Data Stories / CEU
Further reading: List of my work: very nice collection of further readings / links: available data sets, visualization packages and literature (turorials, books): Johannes Sorger Data Stories / CEU A Motivation for Visualization Research


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