The mobile Internet enables 24-hour always-on computing with increased demands on time-based analysis. From an assumption that the mobile users are split into three different clusters, the author proposes a method to identify the three different user clusters. The author evaluates the user segments in a subscription-based commercial service using the revisiting ratio in the next month.