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

  • Unique Paper ID: 149355
  • Volume: 6
  • Issue: 12
  • PageNo: 59-61
  • 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.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{149355,
        author = {Prof. Varsha Dange and Amol Pawar and Sagar Bhandge and Siddharth Prajapati and Riya Daryanani and Vaishnavi Javalkar},
        title = {Machine Learning Based Threat Prediction Algorithm for Citywide Real time Heatmap Generation},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {6},
        number = {12},
        pages = {59-61},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=149355},
        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.},
        keywords = {Heatmap Generation, Threat Prediction Algorithm, Machine Learning},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 6
  • Issue: 12
  • PageNo: 59-61

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

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