2021Unpublished venueRequires access

Crime Pattern Detection Using Data Mining

Dipalika Das, Maya Nayak

Open publisher page 12 citations

Abstract

In the current scenario as crime is increasing day by day it is becoming a challenge for the investigating agencies to have control on this. Again criminals are adopting new techniques and formulae to perform crime so that it would be difficult for law enforcement department to catch them. Hence crime analysis, detection and prediction becomes essential now-a-days. For this we need to go through previous crime records, analyze them, then classification/regression algorithms can be applied basing on requirement in order to predict the next occurrence of crime. So that next crime can be checked before being committed. As a procedure learned rules from training set are applied on test set in order to obtain predicted output. Several other data mining techniques can be a great help towards solving the problem. By going through this literature one can have a brief idea regarding what has been done in this regard and can acquire knowledge in facing the problem in a different way. This paper also puts light on several criminal analysis methods in use till date.

About this research paper

What this paper is about

In the current scenario as crime is increasing day by day it is becoming a challenge for the investigating agencies to have control on this. Again criminals are adopting new techniques and formulae to perform crime so that it would be difficult for law enforcement department to catch them. Hence crime analysis, detection and prediction becomes essential now-a-days. For this we need to go through previous crime records, analyze them, then classification/regression algorithms can be applied basing on requirement in order to predict the next occurrence of crime. So that next crime can be checked before being committed. As a procedure learned rules from training set are applied on test set in order to obtain predicted output. Several other data mining techniques can be a great help towards solving the problem. By going through this literature one can have a brief idea regarding what has been done in this regard and can acquire knowledge in facing the problem in a different way. This paper also puts light on several criminal analysis methods in use till date.

Why it matters

OpenAlex reports 12 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

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Available abstract

In the current scenario as crime is increasing day by day it is becoming a challenge for the investigating agencies to have control on this. Again criminals are adopting new techniques and formulae to perform crime so that it would be difficult for law enforcement department to catch them. Hence crime analysis, detection and prediction becomes essential now-a-days. For this we need to go through previous crime records, analyze them, then classification/regression algorithms can be applied basing on requirement in order to predict the next occurrence of crime. So that next crime can be checked before being committed. As a procedure learned rules from training set are applied on test set in order to obtain predicted output. Several other data mining techniques can be a great help towards solving the problem. By going through this literature one can have a brief idea regarding what has been done in this regard and can acquire knowledge in facing the problem in a different way. This paper also puts light on several criminal analysis methods in use till date.

Key concepts: Law enforcement, Set (abstract data type), Computer science, Crime analysis, Order (exchange), Police department, Enforcement, Data mining

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