Generalized scatter plots

Information Visualization

Volumn 9, Issue 4, 2010, Pages 301-311

  Keim, Daniel A ^a   Hao, Ming C ^b   Dayal, Umeshwar ^b   Janetzko, Halldor ^a   Bak, Peter ^a  

^a UNIVERSITY OF KONSTANZ   (Germany)

^b HEWLETT PACKARD LABORATORIES   (United States)

Author keywords

scatter plot; overlapping; distortion; interpolation; smoothing; interactions

Indexed keywords

BASIC IDEA; DATA VALUES; FINANCIAL DATA; IT SERVICES; LARGE DATASETS; OPTIMIZATION FUNCTION; REAL-WORLD; SCATTER PLOT OVERLAPPING DISTORTION INTERPOLATION SMOOTHING INTERACTIONS; SCATTER PLOTS; SERVER PERFORMANCE; TELEPHONE SERVICES; VISUAL DATA EXPLORATION;

INFORMATION TECHNOLOGY; INTERPOLATION; TELEPHONE SYSTEMS; VISUALIZATION;

OPTIMIZATION;

EID: 78649518032     PISSN: 14738716     EISSN: 14738724     Source Type: Journal    
DOI: 10.1057/ivs.2009.34     Document Type: Article

References (18)

1. Cleveland, W.S. (1984) The many faces of a scatterplot. Journal of the American Statistical Association 79(388): 807-822.
2. Eick, S.G., Steffen, J.L. and Summer, E.E. (1992) Seesoft-A tool for visualizing line oriented software statistics. IEEE Transactions on Software Engineering 18(11): 957-968.
3. Eick, S.G. (1994) Data Visualization Sliders. New York: ACM, pp. 119-120.
4. Jerding, D.F. and Stasko, J.T. (1995) The information mural: A technique for displaying and navigating large information spaces. In: N.D. Gershon and S.G. Eick (eds.) INFOVIS. InfoVis' 95: Proceedings of the 1995 IEEE Symposium on Information Visualization; 30-31 October, Atlanta, GA, USA. Infovis, pp. 43-50.
5. Spence, R. and Apperley, M. (1999) Data Base Navigation: An Office Environment for the Professional. San Francisco, CA, USA: Morgan Kaufmann Publishers.
6. Furnas, G.W. (1986) Generalized fisheye views. SIGCHI Bull 17(4): 16-23.
7. Bertini, E. and Santucci, G. (2006) Give chance a chance: Modeling density to enhance scatter plot quality through random data sampling. Information Visualization 5(2): 95-110.
8. Ellis, G. and Dix, A. (2007) A taxonomy of clutter reduction for information visualisation. IEEE Transactions on Visualization and Computer Graphics 13(6): 1216-1223.
9. Fua, Y.H., Ward, M.O. and Rundensteiner, E.A. (1999) Hierarchical Parallel Coordinates for Exploration of Large Datasets. IEEE Computer Society Press, pp. 43-50.
10. Zhang, T., Ramakrishnan, R. and Livny, M. (1996) BIRCH: An efficient data clustering method for very large databases. In: H.V. Jagadish and I.S. Mumick (eds.) SIGMOD conference. Proceedings of the 1996 ACM SIGMOD International Conference on Mangagement of Data; 4-6 June, Montreal, Quebec, Canada. ACM Press, pp. 103-114.
11. Buering, T., Gerken, J. and Reiterer, H. (2006) User interaction with scatterplots on small screens - A comparative evaluation of geometric-semantic zoom and fisheye distortion. IEEE Transactions on Visualization and Computer Graphics 12(5): 829-836.
12. Keim, D., North, S., Panse, C. and Schneidewind, J. (2002) Efficient cartogram generation: A comparison. INFOVIS. 2002 IEEE Symposium on Information Visualization (InfoVis 2002); 27 October - 1 November, Boston, MA, USA. IEE Computer Society, pp. 33-36.
13. Unwin, A., Theus, M. and Hofmann, H. (2006) Graphics of Large Datasets: Visualizing a Million (Statistics and Computing). Secaucus, NJ: Springer-Verlag, New York.
14. SAS Institute Inc, JMP Software, .
15. Carr, D.B., Littlefield, R.J., Nicholson, W.L. and Littlefield, J.S. (1987) Scatterplot matrix techniques for large N. Journal of the American Statistical Association 424-436.
16. Hao, M.C., Dayal, U., Keim, D.A., Morent, D. and Schneidewind, J. (2007) Intelligent visual analytics queries. VAST '07: Proceedings of the 2007 IEEE Symposium on Visual Analytics cience and Technology. Washington DC, USA: IEE Computer Socitey, pp. 91-98.
17. Keim, D.A., Panse, C., Schafer, M., Sips, M. and North, S.C. (2003) HistoScale: An efficient approach for computing pseudocartograms. VIS '03: Proceedings of the 14th IEEE Visualization 2003 (VIS '03); Washington DC, USA: IEE Computer Society, p. 93.
18. Bresenham, J. (1977) A linear algorithm for incremental digital display of circular arcs. Commun ACM 20(2): 100-106.