Visual Thinking Lab

We study visual thinking: how it works, and how education + design can make it work better.



Publications

2019

Nothelfer, C. & Franconeri, C. (in press). Measures of the Benefit of Direct Encoding of Data Deltas for Data Pair Relation Perception. IEEE Transactions on Visualization and Computer Graphics. [pdf]

Jardine, N., Ondov, B. D., Elmqvist, N., Franconeri, S. (in press). The Perceptual Proxies of Visual Comparison. IEEE Transactions on Visualization and Computer Graphics. [Best Paper Honorable Mention] [pdf]

Xiong, C., Ceja, C. R., Ludwig, C. J. H., Franconeri, S. (in press). Biased Average Position Estimates in Line and Bar Graphs: Understimation, Overestimation, and Perceptual Pull. IEEE Transactions on Visualization and Computer Graphics. [pdf]

Xiong, C., Shapiro, J., Hullman, J., Franconeri, S. (in press). Illusion of Causality in Visualized Data. IEEE Transactions on Visualization and Computer Graphics. [pdf]

Xiong, C., van Weelden, L., Franconeri, S. (2019). The Curse of Knowledge in Visual Data Communication. IEEE Transactions on Visualization and Computer Graphics. [pdf]

Hearst, M. A., Pedersen, E., Patil, L., Lee, E., Laskowski, P., Franconeri, S. (2019). An Evaluation of Semantically Grouped Word Cloud Designs. IEEE Transactions on Visualizations and Computer Graphics. [pdf]

Yuan, L., Haroz, S., Franconeri, S. (2019). Perceptual proxies for extracting averages in data visualizations. Psychonomic Bulletin & Review. [pdf]

2018

Felix, C., Franconeri, S., Bertini, M. (2018). Taking Word Clouds Apart: An Empirical Investigation of the Design Space for Keyword Summaries. IEEE Transactions on Visualization and Computer Graphics. [pdf]

Yang, F., Harrison, L. T., Rensink, R. A., Franconeri, S. L., Chang, R. (2018). Correlation Judgment and Visualization Features: A Comparative Study. IEEE Transactions on Visualization and Computer Graphics. [pdf]

Yu, D., Xiao, X., Bemis, D. K., Franconeri, S. L. (2018). Similarity Grouping as Feature-Based Selection. Psychological Science. [pdf]

Yu, D., Tam, D., Franconeri, S. L. (2018). Gestalt similarity groupings are not constructed in parallel. Cognition. [pdf]

Dimara, E., Franconeri, S., Plaisant, C., Bezerianos, A., Dragicevic, P. (2018). A Task-based Taxonomy of Cognitive Biases for Information Visualization. IEEE Transactions on Visualization and Computer Graphics. [pdf]

Dimara, E., Bailly, G., Bezerianos, A., Franconeri, S. (2018). Mitigating the Attraction Effect with Visualizations. IEEE Transactions on Visualization and Computer Graphics. [pdf]

Ondov, B., Jardine, N., Elmqvist, N., Franconeri, S. (2018). Face to Face: Evaluating Visual Comparison. IEEE Transactions on Visualization and Computer Graphics. [pdf]

Ferguson, B., Franconeri, S. L., Waxman, S. R. (2018). Very young infants learn abstract rules in the visual modality. PLOS ONE. [pdf]

Wakefield, E., Novack, M. A., Congdon, E. L., Franconeri, S., Goldin-Meadow, S. (2018). Gesture helps learners learn, but not merely by guiding their visual attention. Developmental Science. [pdf]

2017

Felix, C., Franconeri, S., Bertini, I. (2017). Taking Word Clouds Apart: An Empirical Investigation of the Design Space for Keyword Summaries. IEEE Transactions on Visualization and Computer Graphics. [pdf]

Alexander, E., Chang, C-C., Shimabukuro, M., Franconeri, S., Collins, C., Gleicher, M. (2017). Perceptual Biases in Font Size as a Data Encoding. IEEE Transactions on Visualizations and Computer Graphics. [pdf]

Lovett, A. Franconeri, S. L. (2017). Topological Relations Between Objects Are Categorically Coded. Psychological Science. [pdf]

Michal, A. L., Franconeri, S. L. (2017). Visual routines are associated with specific graph interpretations. Cognitive Research: Principles and Implications. [pdf]

Nothelfer, C., Gleicher, M., Franconeri, S. (2017). Redundant Encoding Strenghtens Segmentation and Grouping in Visual Displays of Data. Journal of Experimental Psychology: Human Perception & Performance. [pdf]

2016

Michal, A. L., Uttal, D., Shah, P., Franconeri, S. L. (2016). Visual routines for extracting magnitude relations. Psychonomic Bulletin & Review. [pdf]

Yu, D., Levinthal, B., Franconeri, S. L. (2016). Feature-based attention resolves depth ambiguity. Psychonomic Bulletin & Review. [pdf]

Yuan, L., Uttal, D., Franconeri, S. (2016). Are Categorical Spatial Relations Encoded by Shifting Visual Attention between Objects? PLOS ONE. [pdf]

2015

Haroz, S., Kosara, R., Franconeri, S. L. (2015). The Connected Scatterplot for Presenting Paired Time Series. IEEE Transactions on Visualization and Computer Graphics. [pdf] [Demos]

Szafir, D. A., Haroz, S., Gleicher, M., Franconeri, S. (2015). Four types of ensemble coding in data visualizations. Journal of Vision. [pdf]

Salvi, C., Bricolo, E., Franconeri, S. L., Kounios, J., Beeman, M. (2015). Sudden insight is associated with shutting out visual inputs. Psychonomic Bulletin & Review. [pdf]

Liverence, B. M. Franconeri, S. L. (2015). Resource Limitations in Visual Cognition. In R. Scott & S. Kosslyn (Eds.), Emerging Trends in the Social and Behavioral Sciences. [pdf]

Xu, Y., Franconeri S. L. (2015). Capacity for Visual Features in Mental Rotation. Psychological Science. [pdf]

Haroz, S., Kosara, R., Franconeri, S. L. (2015) ISOTYPE Visualization - Working Memory, Performance, and Engagement with Pictographs. Proceedings of the ACM Conference on Human Factors in Computing Systems. [pdf][Demos]

Scimeca, J. M. Franconeri, S. L. (2015). Selecting and tracking multiple objects. WIREs Cognitive Science. [pdf]

Wegbreit, E., Franconeri, S., Beeman, M. (2015). Anxious mood narrows attention in feaure space. Cognition & Emotion. [pdf]

2014

Bebko, G. M., Franconeri, S. L., Ochsner, K. N., Chiao, J. Y. (2014). Attentional Deployment Is Not Necessary for Succesful Emotion Regulation via Cognitive Reappraisal or Expressive Suppression. Emotion. [pdf]

Chevalier, F., Dragicevic, P., Franconeri, S. (2014). The Not-so-Staggering Effect of Staggered Animated Transitions on Visual Tracking. IEEE Transactions on Visualization and Computer Graphics. [pdf]

Harrison, L., Yang, F., Franconeri, S., Chang, R. (2014). Ranking Visualizations of Correlation Using Weber's Law. IEEE Transactions on Visualization and Computer Graphics. [pdf]

Schurgin, M. W., Nelson, J., Iida, S., Ohira, H., Chiao, J. Y., Franconeri, S. L. (2014). Eye movements during emotion recognition in faces. Journal of Vision. [pdf]

2013

Choo, H., Franconeri, S. L. (2013). Enumeration of small collections violates Weber's Law. Psychonomic Bulletin & Review. [pdf]

Gleicher, M., Correll, M., Nothelfer, C., Franconeri, S. (2013). Perception of Average Value in Multiclass Scatterplots. IEEE Transactions on Visualization and Computer Graphics. [pdf] [more info]

Xu, Y., Suzuki, S., Franconeri, S. L. (2013). Shifting Selection May Control Apparent Motion. Psychological Science. [pdf]

Franconeri, S. L. (2013). The Nature and Status of Visual Resources. Oxford Handbook of Cognitive Psychology. Reisberg, D. (Editor). Oxford University Press. [pdf]

Franconeri, S. L., Alvarez, G. A., Cavanagh, P. (2013). Flexible cognitive resources: competitive content maps for attention and memory. Trends in Cognitive Sciences. [pdf]

Harrison, L., Skau, D., Franconeri, S., Lu, A., Chang, R. (2013). Influencing Visual Judgment through Affective Priming. Proceedings of the ACM Conference on Human Factors in Computing Systems. [pdf]

2012

O'Hearn, K., Franconeri, S., Wright, C., Minshew, N., Luna, B. (2012). The Development of Individuation in Autism. Journal of Experimental Psychology: Human Perception & Performance. [pdf]

Roth, J. C., Franconeri, S. L. (2012). Asymmetric coding of categorical spatial relations in both language and vision. Frontiers in Psychology. [pdf]

Xu, Y., O'Keefe, S., Suzuki, S., Franconeri, S. L. (2012). Visual influence on haptic torque perception. Perception. [pdf]

Choo, H., Levinthal, B. R., Franconeri, S. L. (2012). Average Orientation Is More Accessible Through Object Boundaries Than Surface Features. Journal of Experimental Psychology: Human Perception & Performance. [pdf] [Demos]

Corell, M., Albers, D., Franconeri, S., Gleicher, M. (2012). Comparing Averages in Time Series Data. Proceedings of the ACM Conference on Human Factors in Computing Systems. [pdf]

Franconeri, S. L., Pylyshyn, Z. W., Scholl, B. J. (2012). A simple proximity heuristic allows tracking of multiple objects through occlusion. Attention, Perception, & Psychophysics. [pdf] [Demos]

Franconeri, S. L., Scimeca, J. M., Roth, J. C., Helseth, S. A., Kahn, L. E. (2012). Flexible visual processing of spatial relationships. Cognition. [pdf] [Demos]

Xu, Y., Franconeri, S. L. (2012). The Head of the Table: Marking the "Front" of An Object is Tightly Linked with Selection. The Journal of Neuroscience. [pdf] [Demos]

2011

Bebko, G. M., Franconeri, S. L., Ochsner, K. N., Chiao, J. Y. (2011). Look Before You Regulate: Differential Perceptual Strategies Underlying Expressive Suppression and Cognitive Reappraisal. Emotion. [pdf]

Levinthal B. R., Franconeri S. L. (2011). Common-Fate Grouping as Feature Selection. Psychological Science. [pdf] [Demos]

2010

Choo, H., Franconeri, S. L. (2010). Objects with reduced visibility still contribute to size averaging. Attention, Perception, & Psychophysics. [pdf]

Franconeri, S. L., Jonathan, S. V., Scimeca, J. M. (2010). Tracking Multiple Objects Is Limited Only by Object Spacing, Not by Speed, Time, or Capacity. Psychological Science. [pdf] [Demos]

Hollingworth, A., Simons, D. J., Franconeri, S. L. (2010). New objects do not capture attention without a sensory transient. Attention, Perception, & Psychophysics. [pdf]

Iordanescu, L., Grabowecky, M., Franconeri, S., Theeuwes, J., Suzuki, S. (2010). Characteristic sounds make you look at targets more quickly. Attention, Perception, & Psychophysics. [pdf]

Parrott S. E., Levinthal B. R., Franconeri S. L. (2010). Complex attentional control settings. The Quarterly Journal of Experimental Psychology. [pdf]

2009

Brockmole, J. R., Franconeri, S. L. (Eds.) (2009). Binding: A Special Issue of Visual Cognition. New York: Psychology Press. [link]

Brockmole, J. R., Franconeri, S. L. (2009). Introduction to the special issue on Binding. Visual Cognition.

Guzman-Martinez, E., Leung, P., Franconeri, S., Grabowecky, M., Suzuki, S. (2009). Rapid eye-fixation training without eye tracking. Psychonomic Bulletin & Review. [pdf] [Code Download]

Hollingworth, A., Franconeri, S. L. (2009). Object correspondence across brief occlusion is established on the basis of both spatiotemporal and surface feature cues. Cognition. [pdf]

Franconeri, S. L., Bemis, D. K., Alvarez, G. A. (2009). Number estimation relies on a set of segmented objects. Cognition. [pdf] [Demos]

Franconeri, S. L. (2009). Attention Capture. In Matsumoto, D. (Ed.), The Cambridge Dictionary of Psychology. Cambridge University Press.

2008

Franconeri, S. L., Lin, J. Y., Pylyshyn, Z. W., Fisher, B., Enns, J. T. (2008). Evidence against a speed limit in multiple object tracking. Psychonomic Bulletin & Review. [pdf] [Demos]

Lin, J. Y., Franconeri, S., Enns, J. T. (2008). Objects on a Collision Path With the Observer Demand Attention. Psychological Science. [pdf]

2007

Alvarez, G. A., Franconeri, S. L. (2007). How many objects can you track? Evidence for a resource-limited attentive tracking mechanism. Journal of Vision. [pdf] [New Scientist Article] [Demos]

Franconeri, S. L., Alvarez, G. A., Enns, J. T. (2007). How Many Locations Can Be Selected at Once? Journal of Experimental Psychology: Human Perception & Performance. [pdf]

2005 and older

Franconeri, S. L., Hollingworth, A., Simons, D. J. (2005). Do New Objects Capture Attention? Psychological Science. [pdf]

Franconeri, S. L., Simons, D. J. (2005). The dynamic events that capture visual attention: A reply to Abrams & Christ (2005). Perception & Psychophysics. [pdf]

Franconeri, S. L., Simons, D. J., Junge, J. A. (2004). Searching for stimulus-driven shifts of attention. Psychonomic Bulletin and Review. [pdf]

Franconeri, S. L., Simons, D. J. (2003). Moving and looming stimuli capture attention. Perception & Psychophysics. [pdf]

Simons, D. J., Mitroff, S. R., Franconeri, S. L. (2003). Implicit and explicit representations in scene perception. In M. Peterson & G. Rhodes (Eds.), Perception of Faces, Objects, and Scenes: Analytic and Holistic Processes. [link]

Mitroff, S. R., Simons, D. J., Franconeri, S. L. (2002). The Siren Song of Implicit Change Detection. Journal of Experimental Psychology: Human Perception and Performance. [pdf]

Simons, D. J., Franconeri, S. L., Reimer, R. L. (2000). Change blindness in the absence of a visual disruption. Perception. [pdf]