Evolution of a Location-Based Online Social Network: Analysis and Models
Connections established by users of online social networks are influenced by mechanisms such as preferential attachment and triadic closure. Yet, recent research has found that geographic factors also constrain users: spatial proximity fosters the creation of online social ties. While the effect of space might need to be incorporated to these social mechanisms, it is not clear to which extent this is true and in which way this is best achieved. To address these questions, the authors present a measurement study of the temporal evolution of an online location-based social network.