Improving 2D scatterplots effectiveness through sampling, displacement, and user perception

Proceedings of the International Conference on Information Visualisation

Volumn 2005, Issue , 2005, Pages 826-834

  Bertini, Enrico ^a   Santucci, Giuseppe ^a  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE QUALITY; USER INTERFACES;

AUTOMATIC STRATEGY; SCATTERPLOTS;

INFORMATION ANALYSIS;

EID: 33746230120     PISSN: 10939547     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IV.2005.62     Document Type: Conference Paper

References (19)

1. Christopher Ahlberg and Erik Wistrand. Ivee: an information visualization and exploration environment. In Proc. of IEEE Symposium on Information Visualization, page 66. IEEE Computer Society, 1995.
2. L. D. Bergman, B. E. Rogowitz, and L. A. Treinish. A rule-based tool for assisting colormap selection. In Proceedings of the 6th conference on Visualization '95, page 118. IEEE Computer Society, 1995.
3. E. Bertini and G.Santucci. Quality metrics for 2d scatterplot graphics: automatically reducing visual clutter. In Proceedings of 4th International Symposium on SmartGraphics, May 2004.
4. Enrico Bertini and Giuseppe Santucci. By chance is not enough: preserving relative density through non uniform sampling. In Proc. of IEEE Information Visualization Conference, July 2004.
5. Enrico Bertini and Giuseppe Santucci. Is it darker? improving density representation in 2d scatter plots through a user study. In Proc. of SPIE Conference On Visualization and Data Analysis, January 2005.
6. G. Ellis and A. Dix. Density control through random sampling: an architectural perspective. In Proceedings of Conference on Information Visualisation, pages 82-90, July 2002.
7. Geoff Ellis and Alan Dix. by chance: enhancing interaction with large data sets through statistical sampling. In Proc. of ACM Working Conference on Advanced Visual Interfaces, pages 167-176. ACM Press, may 2002.
8. Ying-Huey Fua, Matthew O. Ward, and Elke A. Rundensteiner. Hierarchical parallel coordinates for exploration of large datasets. In Proc. of Visualization'99, pages 43-50. IEEE Computer Society Press, 1999.
9. Christopher G. Healey and James T. Enns. Large datasets at a glance: Combining textures and colors in scientific visualization. IEEE Transactions on Visualization and Computer Graphics, 5(2):145-167, 1999.
10. Daniel A. Keim, Christian Panse, Joern Schneidewind, and Mike Sips. Geo-spatial data viewer: From familiar land-covering to arbitrary distorted geo-spatial quadtree maps. In WSCG 2004, The 12th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, February.
11. Daniel A. Keim, Christian Panse, Mike Sips, and Stephen C. North. Visual data mining in large geospatial point sets. IEEE Computer Graphics and Applications, 24(5):36-44, 2004.
12. Haim Levkowitz and Gabor T. Herman. Color scales for image data. IEEE Computer Graphics and Applications, 12(1):72-80, 1992.
13. Jeremy Manson. Occlusion in two-dimensional displays: Visualization of meta-data. Technical report, University of Maryland, College Park, 1999.
14. Nancy Miller, Beth Hetzler, Grant Nakamura, and Paul Whitney. The need for metrics in visual information analysis. In Proceedings of the 1997 workshop on New paradigms in information visualization and manipulation, pages 24-28. ACM Press, 1997.
15. Brath Richard. Concept demonstration: Metrics for effective information visualization. In Proceedings For IEEE Symposium On Information Visualization, pages 108-111. IEEE Service Center, Phoenix, AZ, 1997.
16. Marjan Trutschl, Georges Grinstein, and Urska Cvek. Intelligently resolving point occlusion. In Proceedings of the IEEE Symposium on Information Vizualization 2003, page 17. IEEE Computer Society, 2003.
17. Edward R. Tufte. The visual display of quantitative information. Graphics Press, 1986.
18. Allison Woodruff, James Landay, and Michael Stone-braker. Constant density visualizations of non-uniform distributions of data. In Proceedings of the 11th annual ACM symposium on User interface software and technology, pages 19-28. ACM Press, 1998.
19. Allison Woodruff, James Landay, and Michael Stone-braker. Vida: (visual information density adjuster). In CHI '99 extended abstracts on Human factors in computing systems, pages 19-20. ACM Press, 1999.