1. A learning apparatus comprising: location acquiring means for acquiring time series data on locations of a user; time acquiring means for acquiring time series data on times; and learning means for learning an activity model indicating an activity state of the user as a probabilistic state transition model, using the respective acquired time series data on the locations and the times as an input.