Artificial intelligence & crime prediction: A systematic literature review

F Dakalbab, MA Talib, OA Waraga, AB Nassif… - Social Sciences & …, 2022 - Elsevier
The security of a community is its topmost priority; hence, governments must take proper
actions to reduce the crime rate. Consequently, the application of artificial intelligence (AI) in …

A systematic review of using machine learning and natural language processing in smart policing

P Sarzaeim, QH Mahmoud, A Azim, G Bauer, I Bowles - Computers, 2023 - mdpi.com
Smart policing refers to the use of advanced technologies such as artificial intelligence to
enhance policing activities in terms of crime prevention or crime reduction. Artificial …

Machine learning in crime prediction

K Jenga, C Catal, G Kar - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Predicting crimes before they occur can save lives and losses of property. With the help of
machine learning, many researchers have studied predicting crimes extensively. In this …

[PDF][PDF] Experimental analysis of large language models in crime classification and prediction

P Sarzaeim, QH Mahmoud… - Proceedings of the …, 2024 - assets.pubpub.org
Increasing crime rates and evolving challenges in law enforcement have raised the need for
innovative solutions, leading to the emergence of smart policing. This paradigm shift …

Graph based ensemble classification for crime report prediction

AK Das, P Das - Applied Soft Computing, 2022 - Elsevier
Criminology and crime analysis are growing areas of research dealing with huge amount of
past crime reports. Classification analysis identifies the crime patterns among the reports …

An optimized machine learning and big data approach to crime detection

A Palanivinayagam, SS Gopal… - Wireless …, 2021 - Wiley Online Library
Crime detection is one of the most important research applications in machine learning.
Identifying and reducing crime rates is crucial to develo** a healthy society. Big Data …

[PDF][PDF] Crime Prediction Methods Based on Machine Learning: A Survey.

J Yin - Computers, Materials & Continua, 2023 - cdn.techscience.cn
The objective of crime prediction, one of the most important technologies in social
computing, is to extract useful information from many existing criminal records to predict the …

Empirical and Experimental Insights into Data Mining Techniques for Crime Prediction: A Comprehensive Survey

K Taha - ACM Transactions on Intelligent Systems and …, 2024 - dl.acm.org
This survey paper presents a comprehensive analysis of crime prediction methodologies,
exploring the various techniques and technologies utilized in this area. The paper covers the …

A Framework for LLM-Assisted Smart Policing System

P Sarzaeim, QH Mahmoud, A Azim - IEEE Access, 2024 - ieeexplore.ieee.org
In the face of rapidly increasing crime rates, the evolving complexity of crime data
processing, and public safety challenges, the need for more advanced policing solutions …

Integrated Assessment of Security Risk Considering Police Resources

J Chen, W Li, Y Li, Y Chen - ISPRS International Journal of …, 2024 - search.proquest.com
The existing research on security risk often focuses on specific types of crime, overlooking
an integrated assessment of security risk by leveraging existing police resources. Thus, we …