Stephanie Deitrick and Robert Edsall.
The Influence of Uncertainty Visualization on Decision Making: An Empirical Evaluation.
In Progress in Spatial Data Handling, Springer Berlin Heidelberg, pp. 719-738, 2006.


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Abstract:

Uncertainty visualization is a research area that integrates visualization with the study of uncertainty. Many techniques have been developed for representing uncertainty, and there have been many participant-based empirical studies evaluating the effectiveness of specific techniques. However, there is little empirical evidence to suggest that uncertainty visualization influences, or results in, different decisions. Through a human-subjects experiment, this research evaluates whether specific uncertainty visualization methods, including texture and value, influence decisions and a users confidence in their decisions. The results of this study indicate that uncertainty visualization may effect decisions, but the degree of influence is affected by how the uncertainty is expressed.

Bibtex:

@InCollection{   deitrick:2006:IUDM,
  author = 	 {Stephanie Deitrick and Robert Edsall},
  title = 	 {The Influence of Uncertainty Visualization on
                  Decision Making: An Empirical Evaluation},
  booktitle = 	 {Progress in Spatial Data Handling},
  pages = 	 {719-738},
  publisher =    {Springer Berlin Heidelberg},
  year = 	 {2006},
}

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References:

Aerts JCJH, Clarke KC, Keuper AD (2003) Testing popular visualization tech- niques for representing model uncertainty. Cartography and Geographic In- formation Sciences 30:249-261
Aspinall RJ, Pearson DM (1995) Describing and managing uncertainty of cate- gorical maps in GIS. In: Fisher P (ed) Innovations in GIS 2. Taylor & Francis, London, pp 71-83
Bastin L, Fisher PF, Wood J (2002) Visualizing uncertainty in multi-spectral re- motely sensed imagery. Computers & Geosciences 28:337-350
Cliburn DC, Feddema JJ, Miller JR, Slocum TA (2002) Design and evaluation of a decision support system in a water balance application. Computers & Graphics 26:931-949
Cooke DF (1992) Spatial decision support systems: not just another GIS. Geo Info Systems 2:46-49
Crossland MD, Wynne BE, Perkins WC (1995) Spatial decision support systems: an overview of technology and a test of efficacy. Decision Support Systems 14:219-235
Evans BJ (1997) Dynamic display of spatial data reliability: does it benefit the map user? Computers & Geosciences 23:409-422
Fisher P (1994) Animation and sound for the visualization of uncertain spatial information. In: Hearnshaw HM, Unwin DJ (eds) Visualization in Geographic Information Systems. Wiley and Sons, London, pp 181-185
Gershon N (1998) Short Note: Visualization of an Imperfect World. IEEE Computer Graphics and Applications 18:43-45
Howard D, MacEachren, AM (1996) Interface design for geographic visualization: Tools for representing reliability. Cartography and Geographic Informa- tion Systems 23:59-77
Hunter GJ, Goodchild MF (1995) Dealing with error in spatial databases: A simple case study. Photogrammetric Engineering & Remote Sensing 61:529-537
Leitner M, Buttenfield BP (2000) Guidelines for display of attribute certainty. Cartography and Geographic Information Sciences 27:3-14
Lucieer A, Kraak MJ (2004) Interactive and visual fuzzy classification of remotely sensed imagery for exploration of uncertainty. Int J of Geographic Informa- tion Science 18:491-512
MacEachren AM (1992) Visualizing uncertain information. Cartographic Perspectives 13:10-19
MacEachren AM (1995) How Maps Work: Representation, Visualization and Design. Guilford Press, New York
MacEachren AM, Brewer CA (1995) Mapping health statistics: representing data reliability. In: Proc of the 17th Int Cartographic Conf, September 3-9, 1995, Barcelona
MacEachren AM, Brewer CA, Pickle LW (1998) Visualizing georeferenced data: representing reliability of health statistics. Environment and Planning A 30:1547-1561
MacEachren AM, Robinson A, Hopper S, Gardner S, Murray R, Gahegan M, Hetzler E (2005) Visualizing geographic information uncertainty: what we know and what we need to know. Cartography and Geographic Information Sciences 32:139-160
Mowrer HT (2000) Uncertainty in natural resource decision support systems: sources, interpretation, and importance. Computer and Electronics in Agricul- ture 27:139-154
Newman T, Lee W (2004) On visualizing uncertainty in volumetric data: techniques and their evaluation. J of Visual Languages & Computing 15: 463-491
Pang AT, Wittenbrink CM, Lodha SK (1997) Approaches to uncertainty visualiztion. The Visual Computer 13:370-390
Parikh M, Fazlollahi B, Verma S (2001) The effectiveness of decisional guidance: and empirical evaluation. Decision Sciences 32:303-331
Sengupta RR, Bennett DA (2003) Agent-based modelling environment for spatial decision support. Int J of Geographic Information Science 17:157-180
Slocum TA, McMaster RB, Kessler FC, Howard HH (2004) Thematic Cartography and Geographic Visualization, 2nd ed. Prentice Hall, Upper Saddle River, NJ