• Shrutika Gaikwad
• Prof. Anjul Rai

Crimes are increasing with a high frequency rates in this new era of world and hence it's a devastating issue that everyone has been experiencing. For finding a pattern that can be used for prediction is necessary. The extraction of new information is predicted using the existing datasets. Many approaches for analysis and prediction in data mining had been performed. But, many few efforts has made in the criminology field. Many few have taken efforts for comparing the information all these approaches produce. The police stations and other similar criminal justice agencies hold many large databases of information which can be used to predict or analyze the criminal movements and criminal activity involvement in the society. The criminals can also be predicted based on the crime data. The main aim of this work is to perform a survey on the machine learning techniques that has been applied towards criminal identification.

Crime, Machine Learning,Data Mining, Criminal.

"Review of Criminal Behavior Analysis based on Machine Learning Techniques ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 9, page no.c513-c518, September-2021, Available :http://www.jetir.org/papers/JETIR2109268.pdf

"Review of Criminal Behavior Analysis based on Machine Learning Techniques ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 9, page no. ppc513-c518, September-2021, Available at : http://www.jetir.org/papers/JETIR2109268.pdf