1 Introduction
SPATIAL crowdsourcing is such a platform through which requesters can outsource spatial tasks to a set of workers and the workers must physically move to the specified locations in order to perform those tasks. Currently, spatial crowdsourcing is emerging and drawing much attention from both industry and academia because mobile devices can easily collect and transmit multi-modal data, such as taking photos and tracking locations, for spatial applications.