Mental Models, Visual Reasoning and Interaction in Information Visualization: A Top-down Perspective

By Zhicheng Liu, John T. Stasko. IEEE Transactions on Visualization and Computer Graphics, 2010

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The Effects of Interactive Latency on Exploratory Visual Analysis (2014, background): “• Simulation: subjects perform mental simulations [30, 40] of alternative visual representations not shown in the study to aid the”
Visualization Rhetoric: Framing Effects in Narrative Visualization (2011, background): “Liu and Stasko [26] frame the site of such differences via the mental model concept, arguing that the effects of such differences on interpretation have been underexplored in InfoVis.”
Explaining the Gap: Visualizing One's Predictions Improves Recall and Comprehension of Data (2017, background): “Close studies of visualization comprehension indicate that users’ interactions with their internal representations —mental models of what they know and are learning about a dataset—of the data are critical to the interpretation process [6, 20, 21, 33, 47].”