首页    期刊浏览 2024年11月24日 星期日
登录注册

文章基本信息

  • 标题:Application of Machine learning Algorithms in Crime Classification and Classification Rule Mining
  • 本地全文:下载
  • 作者:Saeed Umair ; Sarim Muhammad ; Usmani Amna
  • 期刊名称:Research Journal of Recent Sciences
  • 电子版ISSN:2277-2502
  • 出版年度:2015
  • 卷号:4
  • 期号:3
  • 页码:106-114
  • 语种:English
  • 出版社:International Science Community Association
  • 摘要:Nowadays crime is one of major threats faced by our government .Extensive research in criminology has been done on focusing the study of crime and criminal behavior scientifically. It is one of most important field where the applications of data mining techniques are producing fruitful results. Data mining has been using to model crime detection and classification problems. Manually addressing the large amount of the volume of crime that is being committed makes crime prevention strategies a time consuming and complex task. In this paper data mining techniques are examined to predict crime and criminality. We apply machine learning algorithms to a dataset of criminal activity to predict attributes and event outcomes. We will also do comparative analysis between different classification techniques..
  • 关键词:Crime;criminology;classification;classification rule mining;machine learning;expert systems
国家哲学社会科学文献中心版权所有