As a promising application of device-to-device (D2D)-based proximity service, vehicular social networks (VSNs) have received more and more attentions from academia and governments recent years, VSNs intentionally exploit social characteristics and human behaviors, to share and disseminate data among vehicles and drivers, in a context of temporal and spatial proximity on the roads.