Evaluating Forecasting, Knowledge, and Visual Analytics

In this paper, we explore the intersection of knowledge and the forecasting accuracy of humans when supported by visual analytics. We have recruited 40 experts in machine learning and trained them in the use of a box office forecasting visual analytics system. Our goal was to explore the impact of visual analytics and knowledge in human-machine forecasting. This paper reports on how participants e...