1) The document is an outline for a presentation on inferring high-level behavior from low-level sensors. 2) The outline includes sections on introduction, tracking on a graph, parameter learning, experiments, and conclusions and future work. 3) The introduction section discusses predicting transportation routines from sensor data to understand people's daily activities.