Enhancement of Trajectory Mining for Map Pattern using GPS/GIS

A new method has been introduced which determine and investigate the unknown hidden information of large object route data across the world (e.g. vehicle). GPS technology is used for calculating the geographic coordinates (i.e. latitude and longitude) to road names reflecting the related some semantic information which is transforms by this approach. One article is considered as a object movement that consist some hidden information like path name that enable the semantic study of huge object data sets as a article amounts. Textual area modeling techniques are used for invisible the themes like object covering area, are documented but in secure manner which is invisible for third party. In system there is an interactive visualization tools, like vehicle area maps, area routes, street clouds and parallel coordinates, to visualize the probability-based current information. Travelers, and drivers can carry out their mixture of knowledge discovery tasks with direct semantic and visual assists by using these visual analysis system. The use of Global Positioning System technology is that collecting the GPS trajectory data and visualize the map of any object moving in that trajectory. The system has been also used to show changes in position, speed, time and direction of object moving in particular path. These visual analytic system provides security which is more important for any person location and vehicle location. Geographic components in collected GPS data and visualizing it by mapping provides a complete view of any area where the object is moving. Some secure algorithms provide security to hidden information to a particular vehicle.