软件导刊2025，Vol.24Issue(2)：138-145,8.DOI:10.11907/rjdk.241091
智能鹰眼警情分析系统设计与实现
Design and Implementation of Intelligent Hawk-Eye Incident Analysis System
摘要
Abstract
In order to improve the response speed and processing efficiency of police work,the informatization construction of police systems has become increasingly important.In the past,police situation classification mainly relied on manual processing,requiring a large amount of manpower and material resources,and was prone to errors.To ensure that various types of police situations are properly classified and pro-cessed,design an intelligent eagle eye police situation analysis system based on the BERT model improvement.The BERT model can extract the relationship features of vocabulary in sentences,thereby capturing the semantic information of sentences more comprehensively.The sys-tem is capable of intelligently identifying different types of alarm situations,with a classification accuracy rate of over 94%;And it can aggre-gate and output multidimensional statistical results according to province,city,district,and police situation categories,and automatically match relevant police situation processing procedures,improving the analysis and decision-making efficiency of police work.关键词
警情分析系统/BERT/关系特征/警情分类Key words
incident analysis system/BERT/relationship features/incident classification分类
信息技术与安全科学引用本文复制引用
黄文旭,赵静美,徐华彬,蒋莹莹..智能鹰眼警情分析系统设计与实现[J].软件导刊,2025,24(2):138-145,8.基金项目
广西重点研发计划项目(桂科AB22035034) （桂科AB22035034）
广西民族大学自治区级大学生创新创业训练计划项目(S202210608174) （S202210608174）
