Crime Examination and Prediction: A Study

Authors

  • Apurv Khatale student
  • Namrata Girase student
  • Pooja Bhale student
  • Tejas Yesurkar student
  • NL Bhale student

Keywords:

Naïve Bayes, Apriori algorithm, Mongo DB, R-Apriori, K-mean, Hierarchical Clustering

Abstract

Crime is one of the most important problems of our Indian society
which creates a barrier for our citizens to carry out their daily activities.
The process starts with the data collection phase and performing data
mining, then performing processing on that data like Classification,
Pattern Identification and Prediction. Also when proper results are
obtained that need to be visualized properly using usability aspects in
it and easy to understand form. Here in this paper we are proposing
the idea of finding safest path and alerting the users entering the crime
prone areas that are using our application.

Author Biographies

Apurv Khatale, student

Department of IT MCOERC,
Nashik.

Namrata Girase, student

 Department of IT MCOERC, Nashik

Pooja Bhale, student

Department of IT MCOERC, Nashik

Tejas Yesurkar, student

Department of IT MCOERC, Nashik

NL Bhale, student

Head of Department, MCOERC, Nashik

References

Sathyadevan S, Devan MS, Gangadharan SS. Crime

Analysis and Prediction using Data Mining”.In 2014

First International Conference on Networks & Soft

Computing.

Thongsatapornwatana U. A Survey of Data Mining

Techniques for Analyzing Crime Patterns. In 2016

Second Asian Conference on Defence Technology

(ACDT).

Jensen KL, Hedvig N, K Iipito Kand Sebastian Mukumbira.

“Toward an mPolicing Solution for Namibia: Leveraging

Emerging Mobile Platforms and Crime Mapping”.

Yadav S, Timbadia M, Yadav A et al. Crime Pattern

Detection, Analysis & Prediction”In International

Conference on Electronics, Communication and

Aerospace Technology ICECA 2017.

Ying-Lung Lin , Liang-Chih Yu, Tenge-Yang chen. Using

Machine Learning to Assist Crime Prevention”. In 2017

th IIAI International Congress on Advanced Applied

Informatics.

Parvez MR, Mosharraf T,Ali ME. A Novel Approch To

Identify Spetio-Tempral Crime Patterns in Dhaka City.

ICTD 2016.

Published

2020-04-09