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Title: :  Research Paper on Crime Prediction and Policing System
PaperId: :  16481
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-16481
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Riya SrivastavaInstitute of Technology & Management , gorakhpur
Mahima VermaInstitute of Technology & Management , gorakhpur
Kritika SrivastavaInstitute of Technology & Management , gorakhpur
Shikha NigamInstitute of Technology & Management , gorakhpur

Abstract

Computer science engineering
Machine Learning, Naïve Bayes, Logistic Regression, Decision Tree, Crime Prediction, Predictive Policing.
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

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IJARIIE 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 Volume 8 Issue 3 2022 Page 243-250
MLA 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 8.3(2022) : 243-250.
APA Riya Srivastava, Mahima Verma, Kritika Srivastava, & Shikha Nigam. (2022). Research Paper on Crime Prediction and Policing System. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 243-250.
Chicago 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 8, no. 3 (2022) : 243-250.
Oxford 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, 2022, p. 243-250. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Research_Paper_on_Crime_Prediction_and_Policing_System_ijariie16481.pdf (Accessed : ).
Harvard Riya Srivastava, Mahima Verma, Kritika Srivastava, and Shikha Nigam. (2022) 'Research Paper on Crime Prediction and Policing System', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 243-250IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Research_Paper_on_Crime_Prediction_and_Policing_System_ijariie16481.pdf (Accessed : )
IEEE 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, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Research_Paper_on_Crime_Prediction_and_Policing_System_ijariie16481.pdf [Accessed : ].
Turabian 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 [Online]. volume 8 number 3 ().
Vancouver 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 [Internet]. 2022 [Cited : ]; 8(3) : 243-250. Available from: https://ijariie.com/AdminUploadPdf/Research_Paper_on_Crime_Prediction_and_Policing_System_ijariie16481.pdf
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