Machine Learning Based Threat Prediction Algorithm for Citywide Real time Heatmap Generation

Machine Learning Based Threat Prediction Algorithm for Citywide Real time Heatmap Generation
Author(s):
Prof. Varsha Dange, Amol Pawar, Sagar Bhandge, Siddharth Prajapati, Riya Daryanani, Vaishnavi Javalkar
Keywords:
Heatmap Generation, Threat Prediction Algorithm, Machine Learning
Abstract
The premise is to collect the numerical subjective data produced by individual end users, the device’s location, as well as universal data such as Time of the year, time of the day, and apply a machine learning predictive algorithm to generate a heatmap overlapping the city or any other geographical entity simulating a predictive threat/safety level of a given area or route. Based on the data provided to the algorithm, the algorithm can suggest statistically safest routes for travelling as well as visualize the route onto the map.
Article Details
Unique Paper ID: 149355 Publication Volume & Issue: Volume 6, Issue 12 Page(s): 59 - 61
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