International Scientific Journal of Engineering and Management

An International Scholarly || Multidisciplinary || Open Access || Indexing in all major Database & Metadata
ISSN: 2583-6129

Impact Factor: 5.081

Crime Prediction System Using Machine Learning

  • Version
  • Download 2
  • File Size 570.53 KB
  • File Count 1
  • Create Date 3 April 2023
  • Last Updated 3 April 2023

Crime Prediction System Using Machine Learning

Aaditi Chougule, Sakshi Kashid, Pranjal Patil, Urvesh Thakkar, Prof. A. B. Ghandat

 

Abstract—One of our society's most pervasive and concerning aspects is crime. Numerous crimes are perpetrated daily, which has negatively impacted the lives of regular citizens.restless. Therefore, stopping the crime from happening is a crucial duty.Artificial intelligence has recently demonstrated its value in practically every industry, and crime prediction is one of them. However, since this data can be consulted in the future, it is necessary to have a proper record of the crime that has occurred. The ability to foresee potential crimes can aid law enforcement organisations in stopping them before they happen.From a strategic standpoint, the capacity to foresee any crime based on time, place, and other factors can assist in giving law police vital information.However, because crimes are rising at an alarming rate, it is difficult to predict them accurately. Therefore, it is crucial to identify potential crimes now in order to prevent them from happening later. Many researchers have recently experimented with predicting crimes using various machine learning techniques and specific inputs. SVM algorithm is used to predict crime. The major goal is to demonstrate the value and potency of machine learning in forecasting violent crimes occuring in a certain area so that authorities may utilise it to lower crime rates in society.

Index Terms—Support Vector Machine, Machine Learning, Crime Prediction, SVM


Download

Author's Blog

What is the difference between a Research Paper and a Review Paper?

A research paper and a review paper are both scholarly documents, but they serve different purposes and have different characteristics.research...
Read More
Author's Blog

What is DOI?

A Digital Object Identifier (DOI) is a unique alphanumeric string that is used to identify and provide a persistent link...
Read More
Author's Blog

What do you need to do during production of your Research Paper?

During the production of a research paper, the following steps need to be taken: conducting research, organizing and analyzing data,...
Read More
Author's Blog

What are the advantages of publishing a research paper?

Publishing a research paper can have many advantages for researchers, including: Career advancement, professional recognition, opportunities for collaboration, increased visibility,...
Read More
Author's Blog

Ways to Support your Academic Wellbeing which preparing the Research Paper/Article

To support your academic wellbeing while publishing a research paper, it's important to set realistic goals, manage your time effectively,...
Read More
Author's Blog

How to improve your Research Paper writing Skills?

Read extensively: One of the best ways to improve your research paper skills is to read extensively in your field...
Read More
Author's Blog

Is DOI compulsory to publish a research paper in a Journal?

DOI is not strictly required to publish a research paper, but it is highly recommended. Basically, the International Scientific Journal...
Read More
Author's Blog

In what ways does research paper give weight to career development?

Publishing a research paper can give weight to a researcher's career development in several ways, such as: establishing oneself as...
Read More
Author's Blog

How to develop a Research Paper from Scratch

Developing a research paper involves several steps including: choosing a topic, conducting background research, formulating a research question or hypothesis,...
Read More
Author's Blog

How Plagiarism report plays crucial role in Research Paper Publication?

Plagiarism is a major concern in the academic and research community, as it undermines the integrity of the research and...
Read More