using simos and rivet: a case study. 14. roth, s. f., lucas, p., senn, J. a.,
Proceedings of the Sixth Annual Gomberg, C. C., burks, m. b.,
Symposium on High-Performance stroffolino, p. J., Kolojejchick, J.,
Computer Architecture, January and dunmire, C. visage: a user
2000, pp. 360–371. interface environment for exploring
6. buja, a., Cook, d., and swayne, d. f. information. Proceeding of
interactive high-dimensional Information Visualization, october
data visualization. Journal of 1996, pp. 3–12.
Computational and Graphical 15. spotfire inc. [online] available: http://
Statistics, 5( 1): 78–99, 1996. www.spotfire.com, cited september
7. Cleveland, W. s. The Elements of 2001.
Graphing Data. Wadsworth advanced 16. stevens, s. s. on the theory of
books and software, pacific Grove, scales of measurement. Science,
Ca, 1985. 103:677–680.
8. Cleveland, W. s. Visualizing Data. 17. stolte, C. Query, analysis, and
hobart press, new Jersey, 1993. visualization of multidimensional
9. igehy, h., stoll, G., and hanrahan, p. databases. phd dissertation, stanford
the design of a parallel graphics university, June 2003.
interface. Proceedings of SIGGRAPH, 18. thomsen, e. OLAP Solutions: Building
1998, pp. 141–150. Multidimensional Information
10. Kosslyn, s. m. Elements of Graph Systems. Wiley Computer publishing,
Design. W.h. freeman and Co., new new york, 1997.
york, ny, 1994. 19. travis, d. Effective Color Displays:
11. livny, m., ramakrishnan, r., beyer, K., Theory and Practice. academic press,
Chen, G., donjerkovic, d., lawande, s., london, 1991.
myllymaki, J., and Wenger, K. 20. tufte, e. r. The Visual Display of
devise: integrated querying and Quantitative Information. Graphics
visual exploration of large datasets. press, box 430, Cheshire, Ct,
Proceeding of ACM SIGMOD, may, 1997. 1983.
References
12. mackinlay, J. d. automating the 21. Ward, m. xmdvtool: integrating
1. aiken, a., Chen, J., stonebraker, m., Discovery in Databases, august 1997. design of graphical presentations multiple methods for visualizing
and Woodruff, a. tioga-2: a direct 3. bertin, J. Graphics and Graphic of relational information. ACM multivariate data. Proceedings of
manipulation database visualization Information Processing. Walter de Transaction of Graphics, april 1986, Visualization, october 1994, pp.
environment. Proceeding of the 12th Gruyter, berlin, 1980. pp. 110–141. 326–331.
International Conference on Data 4. bertin, J. Semiology of Graphics. 13. rogowitz, b. and treinish, l. how not 22. Wilkinson, l. The Grammar of
Engineering, february 1996, pp. the university of Wisconsin press, to lie with visualization. Computers in Graphics. springer, new york, ny,
208–217. madison, Wi, 1983. translated by Physics, may/June 1996, pp. 268–274. 1999.
2. becker, r., Cleveland, W. s., and W. J. berg.
douglas martin, r. trellis graphics 5. bosch, r., stolte, C., stoll, G., Chris Stolte is founder and vice president of tableau software, seattle, Wa. Diane Tang is a
CACdi Msplalyis:faemtuiltmi-edimmenesmionahl alf page ardo:se Lnabyluomu, mt., a1nd h9an/ra4h/an 0,8p. 4:04sofPtwMare rPesaeagrc eher1at Google, inc., mountain view, Ca. Pat Hanrahan is Canon usa professor
data visualization tool for data mining. performance analysis and in the school of engineering at stanford university, stanford, Ca.
3rd Annual Conference on Knowledge visualization of parallel systems © aCm 0001-0782/08/1100 $5.00
Using the Polaris formalism, we have built the Polaris
interface. The Polaris interface directly supports the cycle
of analysis. Analysts can incrementally create sophisticated
visualizations using simple drag-and-drop operations to
construct a visual specification. This interface has been
commercialized and extended by Tableau Software and is
now in use by tens of thousands of users in thousands of
companies.
acknowledgments
The authors especially thank Robert Bosch for his contribution to the design and implementation of Polaris, his review
of manuscript drafts, and for many useful discussions. The
authors also thank Maneesh Agrawala for his insightful
reviews and discussions on early drafts of this paper. This
work was supported by the Department of Energy through
the ASCI Level 1 Alliance with Stanford University.
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