UW Interactive Data Lab
Predictive Interaction: The Guide/Decide loop. We augment previous lifting schemes to guide the system via ambiguous interaction, visualize a predicted distribution of next steps, and decide on their desired results.
The human work involved in data transformation represents a major bottleneck for today’s data-driven organizations. In response, we present Predictive Interaction, a framework for interactive systems that shifts the burden of technical specification from users to algorithms, while preserving human guidance and expressive power.
Conference on Innovative Data Systems Research (CIDR), 2015