Task-based evaluation of multi-relational 3D and standard 2D parallel coordinates

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6495, Issue , 2007, Pages

  Forsell, Camilla ^a   Johansson, Jimmy ^b  

^a UPPSALA UNIVERSITY   (Sweden)

^b LINKÖPING UNIVERSITY   (Sweden)

Author keywords

Evaluation; Multi relational 3D parallel coordinates; Multivariate data; Parallel coordinates

Indexed keywords

DATA VISUALIZATION; DATABASE SYSTEMS; THREE DIMENSIONAL COMPUTER GRAPHICS; TWO DIMENSIONAL;

MULTI-RELATIONAL 3D PARALLEL COORDINATES; MULTIVARIATE DATA; PARALLEL COORDINATES;

MULTIVARIABLE SYSTEMS;

EID: 34249101297     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.697548     Document Type: Conference Paper

References (30)

1. R. Kosara, C. Healey, V. Interrante, D. Laidlaw, and C. Ware, "Visualization viewpoints," IEEE Computer Graphics & Applications 23(4), pp. 20-25, 2003.
2. M. Tory and T. Möller, "Human factors in visualization research," IEEE Transactions on Information Visualization and Computer Graphics 10(1), pp. 72-84, 2004.
3. A. Inselberg, "The plane with parallel coordinates," The Visual Computer 1, pp. 69-91, 1985.
4. J. Johansson, M. Cooper, and M. Jern, "3-dimensional display for clustered multi-relational parallel coordinates," in 9th IEEE International Conference on Information Visualization, pp. 188-193, 2005.
5. C. Forsell, S. Seipel, and M. Lind, "Simple 3D glyphs for spatial multivariate data," in IEEE Symposium on Information Visualization, pp. 119-124, 2005.
6. J. T. Todd and J. F. Norman, "The visual perception of 3-D shape from multiple cues: Are observers capable of perceiving metric structure?," Perception and Psychophysics 65, pp. 31-47, 2003.
7. J. T. Todd, "The visual perception of 3-D shape," Trends in Cognitive Science 8(3), pp. 115-121, 2004.
8. M. Lanzenberger, S. Miksch, and M. Pohl, "Exploring highly structured data: a comparative study of stardinates and parallel coordinates," in IEEE International Conference on Information Visualisation, pp. 312-320, 2005.
9. R. M. Pillat, E. R. A. Valiati, and C. M. D. S. Freitas, "Experimental study on evaluation of multidimensional information visualization techniques," in Latin American Conference on Human-Computer Interaction, pp. 20-30, 2005.
10. G. Andrienko and N. Andrienko, "Constructing parallel coordinates plot for problem solving," in 1st International Symposium on Smart Graphics, pp. 9-14, 2001.
11. E. J. Wegman and Q. Luo, "High dimensional clustering using parallel coordinates and the grand tour," Computing Science and Statistic 28, pp. 352-360, 1997.
12. Y.-H. Fua, M. O. Ward, and E. A. Rundensteiner, "Hierarchical parallel coordinates for exploration of large datasets," in IEEE Visualization, pp. 43-50, 1999.
13. J. Johansson, P. Ljung, M. Jem, and M. Cooper, "Revealing structure within clustered parallel coordinates displays," in IEEE Symposium on Information Visualization, pp. 125-132, 2005.
14. R. Wegenkittl, H. Löffelmann, and E. Gröller, "Visualizing the behaviour of higher dimensional dynamical systems," in IEEE Visualization, pp. 119-125, 533, 1997.
15. G. Falkman, "The use of a uniform declarative model in 3D visualisation for case-based reasoning," in 6th European Conference on Advances in Case-Based Reasoning, pp. 103-117, 2002.
16. E. Fanea, S. Carpendale, and T. Isenberg, "An interactive 3D integration of parallel coordinates and star glyphs," in IEEE Symposium on Information Visualization, pp. 149-156, 2005.
17. E. J. Wegman, "Hyperdimensional data analysis using parallel coordinates," Journal of the American Statistical Association 85(411), pp. 664-675, 1990.
18. W. Peng, M. O. Ward, and E. A. Rundensteiner, "Clutter reduction in multi-dimensional data visualization using dimension reordering," in IEEE Symposium on Information Visualization, pp. 89-96, 2004.
19. C. Tominski, J. Abello, and H. Schumann, "Axes-based visualizations with radial layouts," in ACM Symposium on Applied Computing, pp. 1242-1247, 2004.
20. C. Tominski, J. Abello, and H. Schumann, "Interactive poster: 3D axes-based visualizations for time series data," in IEEE Symposium on Information Visualization, Poster Proceedings Compendium, pp. 49-50, 2005.
21. S. R. Ellis, "On the design of perspective displays," in 44th Annual Meeting of the Human Factors and Ergonomics Society, pp. 411-414, 2000.
22. J. T. Todd, J. S. Tittle, and J. F. Norman, "Distortions of three-dimensional space in the perceptual analysis of motion and stereo," Perception 24, pp. 75-86, 1995.
23. J. F. Norman, J. T. Todd, V. J. Perotti, and J. S. Tittle, "The visual perception of three-dimensional length," Journal of Experimental Psychology: Human Perception and Performance 22(1), pp. 173-186, 1996.
24. M. Lind, G. P. Bingham, and C. Forsell, "Metric 3D structure in visualization," Information Visualization 8(3), pp. 51-57, 2003.
25. J. S. Tittle, D. W. Woods, M. Howard, and F. Phillips, "The role of 2-D and 3-D task performance in the design of and use of visual displays," in 45th Annual Meeting of the Human Factors and Ergonomics Society, pp. 1215-11219, 2001.
26. D. A. Keim, D. Bergeron, and R. Pickett, "Test data sets for evaluating data visualization techniques," Perceptual Issues in Visualization, pp. 9-22, 1994.
27. C. E. Lunneborg, Data Analysis by Resampling: Concepts and Applications, Duxbury Press, 1999.
28. P. Cavanagh, "Attention: Exporting vision to the mind," in Neuronal Basis and Psychological Aspects of Consciousness, pp. 129-143, 1999.
29. S. Yantis, "Multielement visual tracking: Attention and perceptual organization," Cognitive Psychology 24(3), pp. 295-340, 1992.
30. S. K. Card, T. P. A. Moran, and A. Newell, The Psychology of Human-Computer Interaction, Lawrence Erlbaum associates, 1993.