INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Crime is one of the dominant aspect of our society. Everyday lots numbers of crimes are committed, these frequent crimes have made the lives of citizens restless. So, preventing the crime from occurring is a vital task. In the recent time, it is seen that Machine Learning and Artificial Intelligence has shown its importance in almost all the field and crime prediction and analysis is one of them. However, it is needed to maintain a proper database of the crime that has occurred as this information can be used for future reference. Prediction of crime is a systematized method that classifies and examines the crime patterns. There exist various algorithms for crime analysis and pattern prediction but they do not reveal all the requirements. Predicting the crime accurately is a challenging task because crimes are increasing at an alarming rate. Thus, the crime prediction and analysis methods are very important to detect crimes and to reduce them. In Recent time, many researchers have conducted experiments to predict the crimes using machine learning methods and various particular inputs. For crime prediction, Linear Regression, Random Forest, and some other algorithms are used. The main purpose is to highlight the effectiveness of machine learning in predicting violent crimes occurring in a particular region in such a way that it can be used by police to reduce crime rates in the society
Keywords:
Crime prediction, Criminal hotspot, Police station contacts, Crime detection
Cite Article:
"Crime pattern detection, analysis and prediction", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 4, page no.i657-i670, April-2024, Available :http://www.ijnrd.org/papers/IJNRD2404875.pdf
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ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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