In a modern urban society with a high demand for mobilization, location-based personal navigation service plays afundamental role in daily activities. With the help of real-time and accessible GPS technology, online navigation servicesuch as Google Map and Street View have become more important and increasingly popular. Being designed forsimplicity and scalability, most of these current service will suggest routes based on the fastest travel time or the shortestdistance to a destination. However, in developing countries such as Indonesia, which is still struggling with crime rateissue, the requirement for safety become an undoubtedly crucial factor for human mobility. In this paper, we propose anintegrated web-based system using the crime hotspot area based on crime history from the local government agency,existing geotagged social media crime news and user reported data. The users could further involve and contribute byreporting their personal safety experience to increase the recommendation accuracy in the future. Build on the free andopensource GraphHopper Routing API, our proposed personalized user feature also include rerouting option and crimecontour map. We focus on Jakarta area as our case study, which served as the heart of citizen activity in Indonesia. Thekey result of the proposed framework is a personal navigation map that recommends the safest route to the user whichbypass potenti al crime-prone areas.
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