How different visualizations affect human reasoning about uncertainty: An analysis of visual behaviour

作者:

Highlights:

• We studied probabilistic reasoning in the context of human-graph interaction.

• We proposed an eye tracking method to study human reasoning.

• Probabilistic reasoning is affected by how uncertainty is graphically encoded.

• Gaze behaviour is linked to people performance in Bayesian reasoning tasks.

摘要

•We studied probabilistic reasoning in the context of human-graph interaction.•We proposed an eye tracking method to study human reasoning.•Probabilistic reasoning is affected by how uncertainty is graphically encoded.•Gaze behaviour is linked to people performance in Bayesian reasoning tasks.

论文关键词:Probabilistic reasoning,Eye tracking,Information visualization,Decision making,Visual analytics,Human-computer interaction

论文评审过程:Received 7 June 2018, Revised 4 October 2018, Accepted 23 October 2018, Available online 26 October 2018, Version of Record 31 October 2018.

论文官网地址:https://doi.org/10.1016/j.chb.2018.10.033