Machine Learning from User Interaction for Visualization and Analytics: A Workshop-Generated Research Agenda

Abstract

At IEEE VIS 2018, we organized the Machine Learning from User Interaction for Visualization and Analytics workshop. The goal of this workshop was to bring together researchers from across the visualization community to discuss how visualization can benefit from machine learning, with a particular interest in learning from user interaction to improve visualization systems. Following the discussion at the workshop, we aggregated and categorized the ideas, questions, and issues raised by participants over the course of the morning. The result of this compilation is the research agenda presented in this work.