Value-driven evaluation of visualizations

ACM International Conference Proceeding Series

Volumn 10-November-2015, Issue , 2014, Pages 46-53

  Stasko, John ^a  

^a Georgia Institute of Technology   (United States)

Author keywords

Data visualization; Evaluation; Interaction; Value

Indexed keywords

VISUALIZATION;

DATA ANALYSIS METHODS; EVALUATION; INTERACTION; VALUE; VALUE DRIVEN;

DATA VISUALIZATION;

EID: 84955476959     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2669557.2669579     Document Type: Conference Paper

References (38)

1. Amar, R., Eagan, J., and Stasko, J. 2005. Low Level Components of Analytic Activity in Information Visualization, In Proceedings of the IEEE Symposium on Information Visualization (Minneapolis, MN, October 2005). InfoVis '05. 111-117.
2. Baur, D., Lee, B. and Carpendale, S. 2012. TouchWave: Kinetic Multi-touch Manipulation for Hierarchical Stacked Graphs. In Proc. of ACM Interactive Tabletops & Surfaces (Cambridge, MA, November 2012). ITS '12. 255-264.
3. Bier, E.A., Stone, M.C., Pier, K., Buxton, W., and DeRose, T.D. 1993. Toolglass and magic lenses: The see-through interface. In Proceedings of the ACM Conference on Interactive Graphics (Anaheim, CA, August 1993). SIGGRAPH '93. 73-80
4. Card, S., Mackinlay, J., and Shneiderman, B. 1999. Readings in information visualization: Using vision to think. Morgan Kaufmann, San Francisco, CA.
5. Carpendale, S. 2008. Evaluating Information Visualizations, in Information Visualization: Human-Centered Issues and Perspectives, A. Kerren, J. Stasko, J.-D. Fekete, C. North, Eds. Springer LNCS, Berlin, Heidelberg, Germany, 19-45.
6. Chang, R., Ziemkiewicz, C., Green, T.M., and Ribarsky, W. 2009. Defining Insight for Visual Analytics. IEEE Computer Graphics & Applications, 29, 2 (March/April 2009), 14-17.
7. Chen, C. and Yu, Y. 2000. Empirical studies of information visualization: A meta-analysis. International Journal of Human-Computer Studies. 53, 5 (November 2000), 851-866.
8. Elmqvist, N., Vande Moere, A., Jetter, H-C., Cernea, D., Reiterer, H., and Jankun-Kelly, TJ. 2011. Fluid interaction for information visualization. Information Visualization, 10, 4 (October 2011), 327-340.
9. Fekete, J.-D., van Wijk, J., Stasko, J., and North, C. 2008. The value of information visualization. In Information Visualization: Human-Centered Issues and Perspectives, A. Kerren, J. Stasko, J.-D. Fekete, and C. North, Eds. Springer LNCS, Berlin, Heidelberg, Germany, 1-18.
10. Heer, J. and Shneiderman, B. 2012. Interactive dynamics for visual analysis. Communications of the ACM. 55, 4 (April 2012), 45-54.
11. Isenberg, P. and Isenberg, T. 2013. Visualization on Interactive Surfaces: A Research Overview. i-com, 12, 3 (November 2013). 10-17.
12. Isenberg, T., Isenberg, P., Chen, J., Sedlmair, M., and Möller, T. 2013. A Systematic Review on the Practice of Evaluating Visualization. IEEE Transactions on Visualization and Computer Graphics. 19, 12 (December 2013), 2818-2827.
13. Keim, D. 2002. Information Visualization and Visual Data Mining. IEEE Transactions on Visualization and Computer Graphics. 8, 1 (January-March 2002), 1-8.
14. Kobsa, A. 2001. An Empirical Comparison of Three Commercial Information Visualization Systems. In Proceedings of the IEEE Information Visualization Symposium (October 2001). InfoVis '01. 123-130.
15. Lam, H., Bertini, E., Isenberg, P., Plaisant, C., and Carpendale, S. 2012. Empirical Studies in Information Visualization: Seven Scenarios. IEEE Transactions on Visualization and Computer Graphics. 18, 9 (September 2012), 1520-1536.
16. Larkin, J. and Simon, H.A. 1987. Why a Diagram is (Sometimes) Worth Ten Thousand Words. Cognitive Science. 11, 1 (January-March 1987), 65-99.
17. Lee, B., Isenberg, P., Riche, N.H. and Carpendale, S. 2012. Beyond Mouse and Keyboard: Expanding Design Considerations for Information Visualization Interactions. IEEE Transactions on Visualization and Computer Graphics.18, 12 (December 2012), 2689-2698.
18. Norman, D.A. 1993. Things That Make Us Smart: Defending Human Attributes in the Age of the Machine. Addison- Wesley Longman Publishing Co., Inc., Boston, MA.
19. North, C. 2006. Toward Measuring Visualization Insight. IEEE Computer Graphics & Applications. 26, 3 (May-June 2006), 6-9.
20. Pike, W.A., Stasko, J., Chang, R., and O'Connell, T.A. 2009. The Science of Interaction. Information Visualization. 8, 4 (Winter 2009), 263-274.
21. Plaisant, C. 2004. The challenge of information visualization evaluation, In Proceedings of the International Conference on Advanced Visual Interfaces (Gallipoli, Italy, May 2004). AVI '04. 109-116.
22. Rzeszotarski, J.M. and Kittur, A. 2014. Kinetica: Naturalistic multi-touch data visualization. In Proceedings of ACM Conference on Human Factors in Computing Systems (Toronto, Canada, May 2014). CHI '14. 897-906.
23. Sadana, R., Major, T., Dove, A., and Stasko, J. 2014. OnSet: A Visualization Technique for Large-Scale Binary Set Data. IEEE Transactions on Visualization and Computer Graphics. 20, 12 (December 2014), to appear.
24. Sadana, R. and Stasko, J. 2014. Designing and Implementing an Interactive Scatterplot Visualization for a Tablet Computer, In Proceedings of the International Conference on Advanced Visual Interfaces (Como, Italy, May 2014), AVI '14. 265-272.
25. Saraiya, P., North, C., and Duca, K. 2005. An Insight-Based Methodology for Evaluating Bioinformatics Visualizations. IEEE Transactions on Visualization and Computer Graphics. 11, 4 (July/August 2005), 443-456.
26. Scholtz, J. 2006. Beyond usability: Evaluation aspects of visual analytic environments. In Proceedings of the IEEE Symposium on Visual Analytics Science and Technology. (Baltimore, MD, October 2006). VAST '06. 145-150.
27. Shneiderman, B. 1996. The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations. In Proceedings of the IEEE Symposium on Visual Languages (September 1996). VL '96. 336-343.
28. Shneiderman, B. and Plaisant, C. 2006. Strategies for evaluating information visualization tools: Multi-dimensional in-depth long-term case studies, In Proceedings of the BELIV Workshop (May 2006). BELIV '06. 1-7.
29. Stasko, J., Catrambone, R., Guzdial, M., and McDonald, K. 2000. An Evaluation of Space-Filling Information Visualizations for Depicting Hierarchical Structures. International Journal of Human-Computer Studies. 53, 5 (November 2000), 663-694.
30. Stasko, J., Choo, J., Han, Y., Hu, M., Pileggi, H., Sadana, R., Stolper, C.D. 2013. CiteVis: Exploring Conference Paper Citation Data Visually, (Poster). IEEE Information Visualization Conference (Atlanta, GA, October 2013).
31. Valiati, E., Pimenta, M., Freitas, C. 2006. A Taxonomy of Tasks for Guiding the Evaluation of Multidimensional Visualizations, In Proceedings of the BELIV Workshop (Venice, Italy, May 2006). BELIV '06. 1-6.
32. Vande Moere, A. and Purchase, H. 2011. On the Role of Design in Information Visualization. Information Visualization. 10, 4 (October 2011), 356-371.
33. van Wijk, J.J. 2005. The value of visualization. In Proceedings of IEEE Visualization, (Minneapolis, MN, October 2005). Vis '05. 79-86.
34. Wattenberg, M. 1999. Visualizing the Stock Market, In Proceedings of ACM CHI Extended Abstracts (May 1989). CHI '99 EA. 188-189.
35. Wehrend, S. and Lewis, C. 1990. A problem-oriented classification of visualization techniques, In Proceedings of IEEE Visualization (San Francisco, CA, October 1990), Vis '90. 139-143.
36. Yi, J.S., Melton, R., Stasko, J., and Jacko, J. 2005. Dust & Magnet: Multivariate Information Visualization using a Magnet Metaphor. Information Visualization. 4, 4 (Winter 2005), 239-256.
37. Yi, J.S., Kang, Y., Stasko, J.T., and Jacko, J.A. 2007. Toward a Deeper Understanding of the Role of Interaction in Information Visualization. IEEE Transactions on Visualization and Computer Graphics. 13, 6 (November/December 2007), 1224-1231.
38. Yi, J.S., Kang, Y., Stasko, J.T., and Jacko, J.A. 2008. Understanding and Characterizing Insights: How Do People Gain Insights Using Information Visualization. In Proceedings of the BELIV Workshop (Florence, Italy, April 2008).