Abstract Over the last years, prodigious success of online social media sites has marked a shift in way people connect and share information. Coincident with this trend is proliferation location-aware devices consequent emergence user-generated geospatial data. From scientific perspective, these location data are incredible value as it can be mined to provide researchers useful information abou...