Research Paper on Crime Prediction and Policing System
Abstract & Details
Research Area
Computer science engineering
Keywords
Machine Learning
Naïve Bayes
Logistic Regression
Decision Tree
Crime Prediction
Predictive Policing.
Abstract
This paper deals with the high crime rate and its adverse impact on society by introducing machine learning algorithms to predict future crime hotspots based on previous crime data. It empowers the law enforcement for better policing the area. It helps in utilizing available resources in a more efficient way. Therefore, the method of crime prediction is of paramount importance, and it identifies future crimes and reduces the number of crimes. In this paper, we have designed a model to predict future crime incidents and also predict what type of crime may occur in a given area. First, we analyze how certain crime features like given a date, time and location of crime. Second, we discuss several analytics techniques we used to find meaning in our data, classification models like naïve Bayes, Logistic Regression and Decision Tree. Finally, we select the best model for foreseeing crime type and seriousness and location of the crime
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Riya Srivastava | Institute of Technology & Management , gorakhpur |
| 2 | Mahima Verma | Institute of Technology & Management , gorakhpur |
| 3 | Kritika Srivastava | Institute of Technology & Management , gorakhpur |
| 4 | Shikha Nigam | Institute of Technology & Management , gorakhpur |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Srivastava, Riya, Verma, Mahima, Srivastava, Kritika, & Nigam, Shikha (2022). Research Paper on Crime Prediction and Policing System. International Journal of Advance Research and Innovative Ideas In Education, 8(3), 243-250.
MLA Style
Srivastava, Riya, et al. "Research Paper on Crime Prediction and Policing System." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 3, 2022, pp. 243-250.
IEEE Style
Riya Srivastava, Mahima Verma, Kritika Srivastava, and Shikha Nigam, "Research Paper on Crime Prediction and Policing System," International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 3, pp. 243-250, 2022.
Vancouver Style
Srivastava Riya, Verma Mahima, Srivastava Kritika, Nigam Shikha. Research Paper on Crime Prediction and Policing System. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(3):243-250.
Harvard Style
Srivastava, Riya, Verma, Mahima, Srivastava, Kritika, & Nigam, Shikha (2022) 'Research Paper on Crime Prediction and Policing System', International Journal of Advance Research and Innovative Ideas In Education, 8(3), pp. 243-250.
Chicago Style
Srivastava, Riya, et al. "Research Paper on Crime Prediction and Policing System." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 243-250.
Turabian Style
Srivastava, Riya, et al. "Research Paper on Crime Prediction and Policing System." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 243-250.
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