Behavior grouping based on trajectory mining

Abstract

Human movements in a limited space may have similar characteristics if their targets are the same as others. This paper focuses on such a nature of human movements as a trajectory in two or three dimensional spaces and proposes a method for grouping trajectories as two-dimensional time-series data. Experimental results show that this method successfully captures the structural similarity between trajectories. © Springer Science + Business Media, LLC 2009.