UW Interactive Data Lab
Papers
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.
Abstract
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.
Materials
Citation
Conference on Innovative Data Systems Research (CIDR), 2015