The Effects of Interactive Latency on Exploratory Visual Analysis

By Zhicheng Liu, Jeffrey Heer. IEEE Transactions on Visualization and Computer Graphics, 2014

386 citations recorded by the source corpus.

How researchers see this paper

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Handbook of Big Data (2016, background): “We know from perceptual experiments that latencies of even a half-second can cause users to explore a dataset less thoroughly [16].”
EventAction (2019, background): “In this section, we describe these two components and report on an experiment evaluating the data pipeline’s performance on large testing datasets.”
Combining Design and Performance in a Data Visualization Management System (2017, background): “Consider that a single study [32], which found that an additional delay of 500 ms negatively impacts visual exploration, has served as a guiding post for many visualization optimization research, mentioned previously.”
Approximated and User Steerable tSNE for Progressive Visual Analytics (2015, background): “Liu and Heer [47] demonstrate that, when dealing with real-time data, the response time of the algorithm is of great importance to the user.”