VizXP: A Visualization Framework for Conveying Explanations to Users in Model Reconciliation Problems
Published in International Conference on Automated Planning and Scheduling (ICAPS), 2022
Recommended citation:
Kumar, A.; Vasileiou, S.; Bancilhon, M.; Ottley, A.; and Yeoh, W. 2022. "VizXP: A Visualization Framework for Conveying Explanations to Users in Model Reconciliation Problems." In International Conference on Automated Planning and Scheduling (ICAPS).
This paper looks at the advantages of conveying explanations to users in model reconciliation problems using visualizations. We present a visualization framework, VizXP, that allows users to explore the explanations generated by the MRP algorithm. We also present a user study using VizXP that demonstrates people understand explanations better when they are delivered using a combination of visualization and text, as opposed to text alone.