The automated tracking of social insects, such as ants, could dramatically increase the fidelity and amount of analyzed data for studying complex group behaviours.

Because similar biological behavior often results in dissimilar  trajectory shape, categorizing cell behavior from motion can be difficult.  We propose new features in combination with a ranking algorithm to identify similar biological behaviors.