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Title: :  EMPIRICAL STUDY ON CRIME PREDICTION AND POLICING SYSTEM
PaperId: :  16480
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-16480
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Riya SrivastavaInstitute of Technology & Management , gorakhpur
Kritika SrivastavaInstitute of Technology & Management , gorakhpur
Mahima vermaInstitute 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 review paper deals with the increasing rate of crime and its adverse impact on society by introducing predictive (ML) machine learning algorithms to foresee future crime hotspots based on previous crime data. It empowers law enforcement agencies to better police the area. It helps in utilizing available resources more efficiently. Therefore, the method of predicting crime is most important, 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 kind of crime may occur. First, we analyse how certain crime features like given a date, time, and location of the 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 apt model for predicting crime type and seriousness, and location of the crime.

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IJARIIE Riya Srivastava, Kritika Srivastava, Mahima verma, and Shikha Nigam. "EMPIRICAL STUDY ON CRIME PREDICTION AND POLICING SYSTEM" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 74-79
MLA Riya Srivastava, Kritika Srivastava, Mahima verma, and Shikha Nigam. "EMPIRICAL STUDY ON CRIME PREDICTION AND POLICING SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 74-79.
APA Riya Srivastava, Kritika Srivastava, Mahima verma, & Shikha Nigam. (2022). EMPIRICAL STUDY ON CRIME PREDICTION AND POLICING SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 74-79.
Chicago Riya Srivastava, Kritika Srivastava, Mahima verma, and Shikha Nigam. "EMPIRICAL STUDY ON CRIME PREDICTION AND POLICING SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 74-79.
Oxford Riya Srivastava, Kritika Srivastava, Mahima verma, and Shikha Nigam. 'EMPIRICAL STUDY ON CRIME PREDICTION AND POLICING SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 74-79. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/EMPIRICAL_STUDY_ON_CRIME_PREDICTION_AND_POLICING_SYSTEM_ijariie16480.pdf (Accessed : ).
Harvard Riya Srivastava, Kritika Srivastava, Mahima verma, and Shikha Nigam. (2022) 'EMPIRICAL STUDY ON CRIME PREDICTION AND POLICING SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 74-79IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/EMPIRICAL_STUDY_ON_CRIME_PREDICTION_AND_POLICING_SYSTEM_ijariie16480.pdf (Accessed : )
IEEE Riya Srivastava, Kritika Srivastava, Mahima verma, and Shikha Nigam, "EMPIRICAL STUDY ON CRIME PREDICTION AND POLICING SYSTEM," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 74-79, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/EMPIRICAL_STUDY_ON_CRIME_PREDICTION_AND_POLICING_SYSTEM_ijariie16480.pdf [Accessed : ].
Turabian Riya Srivastava, Kritika Srivastava, Mahima verma, and Shikha Nigam. "EMPIRICAL STUDY ON CRIME PREDICTION AND POLICING SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 ().
Vancouver Riya Srivastava, Kritika Srivastava, Mahima verma, and Shikha Nigam. EMPIRICAL STUDY ON CRIME PREDICTION AND POLICING SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(3) : 74-79. Available from: https://ijariie.com/AdminUploadPdf/EMPIRICAL_STUDY_ON_CRIME_PREDICTION_AND_POLICING_SYSTEM_ijariie16480.pdf
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