cVIS – Framework for Analyzing and Simulating Perceptual and Cognitive Processes in Visualization Research
Michael Raschke
Eurographics Tutorial: Eye Tracking Visualization | 05/04/2015 | Zürich, Schweiz
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Interdisciplinary Approach
Michael Raschke, Tanja Blascheck, Thomas Ertl: Cognitive Ergonomics in Visualization, In: Ebert, Achim, Domik, Gitta, Gershon, Nahum, A Veer, Gerrit (Eds.), Building Bridges – HCI and Visualization, Springer Berlin Heidelberg, 2014.
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Framework
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Parallel Scan-Path Visualization Technique
Michael Raschke, Xuemei Chen, Thomas Ertl: Parallel Scan-Path Visualization– ETRA 2012 Michael Raschke, Dominik Herr, Tanja Blascheck, Michael Burch, Michael Schrauf, Sven Willmann, Thomas Ertl: A Visual Approach for Scan Path Comparison - ETRA 2014
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Parallel Scan-Path Visualization Technique
Task:
Read given position(s).
Task:Compare Triangles.
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What can we find in WHAT space?
Raschke, Michael, Blascheck, Tanja, Richter, Marianne, Agapkin, Tanja, Ertl, Thomas: Visual Analysis of Perceptual and Cognitive Processes– IVAAP 2014
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Semantic Models
Raschke, Michael, Heim, Philipp, Ertl, Thomas: Interaktive verständnisorientierte Optimierung von semantisch-annotierten Visualisierungen - INFORMATIK 2011
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Semantic Annotation of Visualizations
Raschke, Michael, Strohmaier, Stefan, Blascheck, Tanja, Ertl, Thomas: Annotation of Graphical Elements in Visualizations for an Efficient Analysis of Visual Tasks, CHI 2014 Work in Progress
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Annotation with Ontology
Raschke, Michael, Stephan Engelhardt, Ertl, Thomas: A Framework for Simulating Visual Search Strategies.
In: Proceedings of the 11th International Conference on Cognitive Modeling, 2013.
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How to read a Visualization?
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Cognitive Simulation
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Cognitive Simulation
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Framework
1. Anderson, J. R. and Lebiere, C. (1998), The atomic compontents of Thought (NJ:
Erlbaum Hillsdale).
2. Anderson, J. R., Bothell, D., Byrne, M. D., Douglass, S., Lebiere, C., and Qin, Y. (2004),
„An integrated theory of the mind.“, Psychol Rev, 111/4, 1036–1060.
3. Conversy, S., Chatty, S., and Hurter, C. (2011), „Visual scanning as a reference
framework for interactive representation design“, Information Visualization, 10/3, 196–211.
4. John, B. E., Prevas, K., Salvucci, D. D., and Koedinger, K. (2004), „Predictive human performance modeling made easy“, in Proceedings of the SIGCHI conference on Human factors in computing systems, CHI ’04 (New York, NY, USA: ACM), 455–462.
5. Just, M. A. and Carpenter, P. A. (1980), „A theory of reading: from eye fixations to comprehension.“, Psychological review, 87/4, 329.
6. Peebles, D. (2012), „A cognitive architecture-based model of graph comprehension“, in Proceedings of 11th International Conference on Cognitive Modeling (), 37–42.
7. Salvucci, D. D. (2001), „An integrated model of eye movements and visual encoding“, Cognitive Systems Research, 1, 201–220.
