Crime Prediction System using Machine Learning-based Algorithms

Abstract

The main idea behind the project is to ease the policing and NGO work by bringing Machine Learning and AI into the picture by elaborating on the crime patterns and rates which could be seen shortly and also predicting the hotspots where the next wave is likely to occur, thus easing the process of patrolling and concentrating on such localities with more intent. The primary inspiration is that no existing systems perform on the strategy of bringing this stakeholder under a platform and solving the issue using the excellent field of Data Science. Therefore, the project benefits the Public sector, the Government sector, and the Private Sector. The proposed system combines classes of similar kinds into more extensive courses to make the classification process more logical. Lastly, the suggested approach provides the possibility of additional research, such as the ability to estimate the crime rate shortly.