Use of GPS with Road Mapping in LBS for Route leveraging APIs

A location based service (LBS) is an application for user’s mobile device that requires necessary information
about where the mobile device is located. Location-based services shall be query-based and provide the end
user with valuable information, for e.g. "Which is the nearest movie Theatre?" or they are able to be pushbased and provide coupons or different marketing information to consumers who're in a unique geographical
area. The purpose is to reduce the number of requests issued by the LBS significantly while maintaining
accurate query results. First, we propose to exploit contemporary routes requested from route APIs to reply
queries adequately. Then, we design effective lower/upper bounding tactics and ordering methods to process
queries efficiently. Also, we learn parallel route requests to further diminish the query response time.