Pre-design empiricism for information visualization: Scenarios, methods, and challenges

ACM International Conference Proceeding Series

Volumn 10-November-2015, Issue , 2014, Pages 147-151

  Brehmer, Matthew ^a   Carpendale, Sheelagh ^b   Lee, Bongshin ^c   Tory, Melanie ^d  

^a UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^b UNIVERSITY OF CALGARY   (Canada)

^c MICROSOFT RESEARCH   (United States)

^d UNIVERSITY OF VICTORIA   (Canada)

Author keywords

Applied visualization design; Empirical research

Indexed keywords

INFORMATION SYSTEMS; VISUALIZATION;

CONTEXTUAL FACTORS; DESIGN STUDIES; EMPIRICAL METHOD; EMPIRICAL RESEARCH; EMPIRICAL STUDIES; INFORMATION VISUALIZATION; VISUALIZATION DESIGNS; WORK PRACTICES;

DESIGN;

EID: 84955457728     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2669557.2669564     Document Type: Conference Paper

References (34)

1. Brehmer, M., Ingram, S., Stray, J., and Munzner, T. Overview: The design, adoption, and analysis of a visual document mining system for investigative journalists. To Appear in IEEE TVCG (Proc. InfoVis), (2014).
2. Brehmer, M. and Munzner, T. A multi-level typology of abstract visualization tasks. IEEE TVCG (Proc. InfoVis) 19, 12 (2013), 2376-2385.
3. Brehmer, M., Sedlmair, M., Ingram, S., and Munzner, T. Visualizing dimensionally-reduced data: Interviews with analysts and a characterization of task sequences. To appear in Proc. ACM BELIV Workshop, (2014).
4. Brewer, I., MacEachren, A.M., Abdo, H., Gundrum, J., and Otto, G. Collaborative geographic visualization: Anabling shared understanding of environmental processes. Proc. IEEE Symp. InfoVis, (2000), 137-141.
5. Buxton, W. Sketching user experiences: Getting the design right and the right design. Morgan Kaufmann, 2007.
6. Carpendale, S. Evaluating information visualizations. In Information Visualization: Human-Centered Issues and Perspectives. Springer, 2008, 19-45.
7. Collins, C. Interactive Visualizations of Natural Language. Doctoral Thesis, University of Toronto, 2010.
8. Erbacher, R.F., Frincke, D.A., Chung Wong, P., Moody, S., and Fink, G. A multi-phase network situational awareness cognitive task analysis. Information Visualization 9, 3 (2010), 204-219.
9. Furniss, D., Blandford, A., Curzon, P., and Mary, Q. Confessions from a grounded theory PhD: Experiences and lessons learnt. Proc. ACM CHI, (2011), 113-122.
10. Gaver, B., Dunne, T., and Pacenti, E. Design: Cultural probes. interactions 6, 1 (1999), 21-29.
11. Grammel, L., Tory, M., and Storey, M.-A. How information visualization novices construct visualizations. IEEE TVCG (Proc. InfoVis) 16, 6 (2010), 943-952.
12. Huang, D., Tory, M., and Bartram, L. Data in everyday life: Visualizing time-varying data on a calendar. To appear in Proc. Poster Compendium IEEE VIS, (2014).
13. IDEO. Method Cards App. 2010. http://www.ideo.com/work/ideo-method-card-app.
14. Isenberg, P., Tang, A., and Carpendale, S. An exploratory study of visual information analysis. Proc. ACM CHI, (2008), 1217-1226.
15. Isenberg, P., Zuk, T., Collins, C., and Carpendale, S. Grounded evaluation of information visualizations. Proc. ACM BELIV Workshop, (2008).
16. Kandel, S., Paepcke, A., Hellerstein, J.M., and Heer, J. Enterprise data analysis and visualization: An interview study. IEEE TVCG (Proc. VAST) 18, 12 (2012), 2917-2926.
17. Lam, H., Bertini, E., Isenberg, P., Plaisant, C., and Carpendale, S. Empirical studies in information visualization: Seven scenarios. IEEE TVCG 18, 9 (2012), 1520-1536.
18. McGrath, J.E. Methodology matters: Doing research in the behavioral and social sciences. In Readings in Human- Computer Interaction: Towards the Year 2000. Morgan Kaufmann, 1995, 152-169.
19. McKenna, S., Mazur, D., Agutter, J., and Meyer, M. Design activity framework for visualization design. To Appear in IEEE TVCG (Proc. InfoVis), (2014).
20. Metoyer, R., Lee, B., Riche, N.H., and Czerwinski, M. Understanding the verbal language and structure of end-user descriptions of data visualizations. Proc. ACM CHI, (2012), 1659-1662.
21. Morris, M.R., Danielescu, A., Drucker, S., Fisher, D., Lee, B., schraefel, m.c., and Wobbrock, J.O. Reducing legacy bias in gesture elicitation studies. Interactions 21, 3 (2014), 40-45.
22. Munzner, T. A nested model for visualization design and validation. IEEE TVCG (Proc. InfoVis) 15, 6 (2009), 921-928.
23. Nielsen, J. Noncommand user interfaces. Comm. ACM 36, 4 (1993), 89-99.
24. Plaisant, C. The challenge of information visualization evaluation. Proc. ACM AVI, (2004), 109-117.
25. Pretorius, A.J. and van Wijk, J.J. Visual inspection of multivariate graphs. Computer Graphics Forum (Proc. EuroVis) 27, 3 (2008), 967-974.
26. Rodgers, J. and Bartram, L. Exploring ambient and artistic visualization for residential energy use feedback. IEEE TVCG (Proc. InfoVis) 17, 12 (2011), 2489-2497.
27. Sedlmair, M., Isenberg, P., Baur, D., and Butz, A. Information visualization evaluation in large companies: Challenges, experiences and recommendations. Information Visualization 10, 3 (2011), 248-266.
28. Sedlmair, M., Meyer, M., and Munzner, T. Design study methodology: Reflections from the trenches and the stacks. IEEE TVCG (Proc. InfoVis) 18, 12 (2012), 2431-2440.
29. Sprague, D. and Tory, M. Exploring how and why people use visualizations in casual contexts: Modeling user goals and regulated motivations. Information Visualization 11, 2 (2012), 106-123.
30. Tory, M. and Staub-French, S. Qualitative analysis of visualization: A building design field study. Proc. ACM BE, (2008).
31. Vicente, K.J. Cognitive Work Analysis: Toward Safe, Productive, and Healthy Computer-Based Work. CRC Press, 1999.
32. Walny, J., Lee, B., Johns, P., Riche, N.H., and Carpendale, S. Understanding pen and touch interaction for data exploration on interactive whiteboards. IEEE TVCG (Proc. InfoVis) 18, 12 (2012), 2779-2788.
33. Xie, S., Kraemer, E., Stirewalt, R.E.K., Dillon, L.K., and Fleming, S.D. Design and evaluation of extensions to UML sequence diagrams for modeling multithreaded interactions. Information Visualization 8, 2 (2009), 120-136.
34. Zuk, T. Visualizing Uncertainty. Doctoral Thesis, University of Calgary, 2008.