An access monitoring and control system is provided. The access monitoring and control system includes a sensing device configured to collect data points regarding at least one of movement of a person through an access portal and a state of the access portal and a processing unit configured to receive the data points from the sensing device and to form activity clusters from the data points based upon similar patterns of inactive or active behaviors.