Running detection is useful for the applications where the running could disturb others or even be considered as a potential security risk.
For example a sudden running in prisons is considered an abnormal situation that may require the guards' attention.
Running in the shopping centers can be disturbance, and in many cases, may be related to the potential shoplifting. An early response can prevent losses in such cases.
