This document describes an approach to modeling intelligence analysts to guide information discovery. The Analyst Modeling Environment (AME) dynamically models an analyst's interests using a concept map that represents concepts, relationships between concepts, and associated interest levels. The model is adapted over time based on the analyst's interactions and feedback. An evaluation compared using AME to guide searches via the model to searches using Google alone, finding that the AME approach improved precision and recall.