This project explored the challenges of representing Traditional Knowledge using western technologies, and the application of fuzzy methodologies for improving the representation. Inuit Elders and hunters in Gjoa Haven, Nunavut, used maps to help represent their knowledge of caribou in the region, and these maps were processed in a GIS.