基于机器学习的犯罪预测综述

随着犯罪数量不断增加,以及新型犯罪模式不断出现,准确预测未来的犯罪活动越来越重要。所以,基于机器学习的犯罪预测方法对于识别未来犯罪以及减少犯罪数量具有重要的意义。根据犯罪类型的不同,使用的犯罪预测方法也呈现多样化。为此,对国际上不同类型的犯罪预测方法进行了总结和分析,并在此基础上对如何提高犯罪预测的精度进行了讨论,希望对使用机器学习进行犯罪预测的相关工作有一定的参考意义。

An Overview on Crime Prediction Through Machine Learning

With the increasing number of crimes and the emergence of new criminal models, it is increasingly important to accurately predict future criminal activity. Therefore, the crime prediction method based on machine learning is important to identify the future crime and reduces the numbers of crime. Depending on the type of crime, the crime prediction methods used are also diverse. Therefore, we summarize and analyze the different types of crime prediction methods in the world, and discuss how to improve the accuracy of crime prediction, in the hope of providing some reference for the related work of crime prediction using machine learning.