The overall goal of this research is to understand how human decision makers address their information seeking goals in the object identification domain, and the impact that cognitive heuristics and biases have on the decision making process. This work uses an interdisciplinary approach where automated support is integrated with human factors research on model-based display design and the use of cognitive heuristics in an environment where analysts have to process images and make decisions in a time-critical manner.