A deeper understanding of sequence in narrative visualization

IEEE Transactions on Visualization and Computer Graphics

Volumn 19, Issue 12, 2013, Pages 2406-2415

  Hullman, Jessica ^a   Drucker, Steven ^b   Henry Riche, Nathalie ^b   Lee, Bongshin ^b   Fisher, Danyel ^b   Adar, Eytan ^a  

^a UNIVERSITY OF MICHIGAN   (United States)

^b MICROSOFT RESEARCH   (United States)

Author keywords

Data storytelling; narrative structure; narrative visualization

Indexed keywords

ADDITIONAL KNOWLEDGE; COST OF TRANSITION; DATA STORYTELLING; EMPIRICAL KNOWLEDGE; NARRATIVE STRUCTURES; OBJECTIVE FUNCTIONS; QUALITATIVE ANALYSIS; SUPPORT OPTIMIZATIONS;

DATA VISUALIZATION;

VISUALIZATION;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; COMPREHENSION; COMPUTER GRAPHICS; COMPUTER INTERFACE; HUMAN; METHODOLOGY; MULTIMODAL IMAGING; PATTERN RECOGNITION; PHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; VERBAL COMMUNICATION; VISION; PROCEDURES;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPREHENSION; COMPUTER GRAPHICS; HUMANS; MULTIMODAL IMAGING; NARRATION; PATTERN RECOGNITION, VISUAL; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; USER-COMPUTER INTERFACE; VISUAL PERCEPTION;

EID: 84885391881     PISSN: 10772626     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVCG.2013.119     Document Type: Article

References (37)

1. L. Bavoli, S. Callahan, P. Crossno, J. Friere, C. Scheidegger, C. Silva, and H. Vo, "VisTrails: Enabling Interactive Multiple-View Visualizations," IEEE Vis '05, pp. 135-142, 2005.
2. J.B. Black and G.H. Bower. "Episodes as chunks in narrative memory." J. of Verbal Learning and Verbal Behavior, vol. 18, pp. 309-318, 1979.
3. J. Bronzan, A. Cox, X.G.V., and K. Quealy. "Cophenhagan: Emissions, Treaties, and Impacts (Possible Impacts)". http://www.nytimes.com/ interactive/2009/12/05/world/climate-graphicbackground. html-r=0#tab=2.
4. B. Buxton, Sketching User Experiences: Getting the Design Right and the Right Design. San Francisco, CA, USA: Morgan Kaufmann Publishers Inc., 2007.
5. E.P.J. Corbett and R.J. Connors, Classical Rhetoric for the Modern Student, 4th ed. Oxford University Press, USA, 1998.
6. P. Diaconis, "Theories of Data Analysis: From Magical Thinking Through Classical Statistics," in Exploring Data Tables, Trends, and Shapes, D.C. Hoaglin, F. Mosteller, and J.W. Tukey, Eds. John Wiley & Sons, Inc., pp. 1-36, 2006.
7. S.P. Dow, A. Glassco, J. Kass, M. Schwarz, D.L. Schwartz, and S.R. Klemmer, "Parallel prototyping leads to better design results, more divergence, and increased self-efficacy," ACM TOCHI, vol. 17, no. 4, pp. 18:1-18:24, 2010.
8. K. Duncker. "On problem-solving." Psychological Monographs, vol. 58, no. 5, 1945.
9. Guardian, Datablog. http://www.guardian.co.uk/news/datablog.
10. J. Heer and G. Robertson, "Animated Transitions in Statistical Data Graphics," IEEE TVCG (Proc. InfoVis), vol. 13, no. 6, pp. 1240-1247, 2007. (Pubitemid 350076595)
11. J. Heer, J. Mackinlay, C. Stolte, and M. Agrawala, "Graphical Histories for Visualization: Supporting Analysis, Communication, and Evaluation," IEEE TVCG (Proc. InfoVis), vol. 14, no. 6, pp. 1189-1196, 2008.
12. J. Heer and B. Shneiderman. "Interactive Dynamics for Visual Analytics," CACM, vol. 55, no. 4, pp. 45-54, 2012.
13. J. Hullman and N. Diakopoulos, "Visualization Rhetoric: Framing Effects in Narrative Visualization," IEEE TVCG (Proc. InfoVis), vol. 17, no. 12, pp. 2231-2240, 2011.
14. T.J. Jankun-Kelly, K.-L. Ma, and M. Gertz, "A Model and Framework for Visualization Exploration," IEEE TVCG, vol. 13, no. 2, pp. 357-369, 2007.
15. W. Kintsch, T.S. Mandel, and E. Kozminsky, "Summarizing scrambled stories," Memory & Cognition, vol. 5, no. 5, pp. 547-552, 1977. (Pubitemid 8194792)
16. J. Kolodner and L.M. Wills, "Case-Based Creative Design," AAAI Spring Symposium on AI and, pp. 50-57, 1993.
17. J. Mackinlay. Automating the Design of Graphical Presentations of Relational Information. IEEE TVCG, vol. 5, no. 2, pp. 110-141, 1986.
18. J. Mackinlay, P. Hanrahan, and C. Stolte. Show Me: Automatic Presentation for Visual Analysis. IEEE TVCG, vol. 13, no. 6, pp. 1137-1144, 2007. (Pubitemid 350076582)
19. Microsoft. (2003). Microsoft Excel. Redmond, WA: Microsoft.
20. Microsoft. (2012). Rich Interactive Narratives. Bangalore, India: Microsoft.
21. NarrativeScience. http://www.narrativescience.com.
22. N. Pennington and R. Hastie, "Explaining the evidence: Tests of the Story Model for juror decision making," Journal of Personality and Social Psychology, vol. 62, no. 2, pp. 189-206, 1992.
23. M. Rooze. http://marijerooze.nl/thesis/graphics.
24. M. Sadoski, A. Paivio, N. J. U. (eds, T. Models, and P. Of, "Reference: A Dual Coding Theoretical Model of Reading."
25. R.C. Schank and R.P. Abelson, Scripts, Plans, Goals, and Understanding: An Inquiry into Human Knowledge Structures. Psychology Press, 1977.
26. C. Scheidegger, H. Vo, D. Koop, J. Freire, and C. Silva, "Querying and Creating Visualizations by Analogy," IEEE TVCG, vol. 31, no. 6, 2007.
27. E. Segel and J. Heer, "Narrative Visualization: Telling Stories with Data," IEEE TVCG (Proc. InfoVis), vol. 16, no. 6, pp. 1139-1148, 2010.
28. A. Shaw, J. Horton, and D. Chen, "Designing Incentives for Inexpert Human Raters," Social Science Research Network, Rochester, NY, SSRN Scholarly Paper ID 1871330, Jun. 2011.
29. B. Shneiderman, "The eyes have it: a task by data type taxonomy for information visualizations." Proc. VL, pp. 336-343, 1996.
30. C. Stolte, D. Tang, and P. Hanrahan. Polaris: A system for query, analysis, and visualization of multidimensional relational databases. IEEE TVCG, vol. 8, no. 1, pp. 52-65, 2002. (Pubitemid 34573482)
31. Tableau Software. (2012). Tableau. Seattle, WA: Tableau Software.
32. P.W. Thorndyke, "Cognitive structures in comprehension and memory of narrative discourse," Cognitive Psychology, vol. 9, no. 1, pp. 77-110, 1977.
33. F.B. Viegas, M. Wattenberg, F. van Ham, J. Kriss, and M. McKeon. "ManyEyes: a Site for Visualization at Internet Scale." IEEE TVCG (Proc. InfoVis), vol. 13, no. 6, pp. 1121-1128, 2007. (Pubitemid 350076580)
34. S. Wernicke, "Efficient Detection of Network Motifs," IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 3, no. 4, pp. 347-359, 2006. (Pubitemid 44950084)
35. H. Wickham, "A Layered Grammar of Graphics," Journal of Computational and Graphical Statistics, vol. 19, no. 1, pp. 3-28, 2010.
36. R. Wilensky, Understanding goal-based stories. Garland Pub., 1980.
37. L. Wilkinson, The Grammar of Graphics (2nd ed.). Springer, 2005.