Recent development in smart devices like Smart phones, Ipad, IPod, PDA's and portable wireless sensors network devices made the mobility data a valuable research field nowadays, where the mobility data can be used for the development of location based services (LBS) like Early warning system, Route prediction, City wide sensing, Mobile marketing, Social networking thorough mobility profile building against user's mobility history. This mobility profile represents user's behavioral patterns, spatiotemporal trends; stay points visit history, habits and context, where stay point information is...