基于本体的电信诈骗知识图谱构建研究  

Research on construction of telecommunication fraud knowledge graph based on ontology

作　　者：秦振凯 向秋焱 QIN Zhenkai;XIANG Qiuyan(Information Technology College,Guangxi Police College,Nanning 530028,China;Modern Industry College of Police Security Big Data,Guangxi Police College,Nanning 530028,China)

机构地区：[1]广西警察学院信息技术学院,南宁530028 [2]广西警察学院公安大数据现代产业学院,南宁530028

出　　处：《计算机应用文摘》2025年第2期123-125,共3页

基　　金：广西公安厅重点专项课题(2023GAZD018);中国-东盟(广西)警学研究院研究课题(DMJXZD202401)。

摘　　要：电信诈骗事件的频发对人民群众的财产安全和人身安全构成了日益严重的威胁。文章旨在结合本体论和知识图谱技术,为公安机关提供防控电信诈骗的研究思路。首先,采用七步法构建电信诈骗本体模型;然后,利用Python第三方库py2neo和图数据库Neo4j构建电信诈骗知识图谱;最后,基于图数据库的检索方法实现图谱检索。通过构建基于本体的电信诈骗知识图谱,有效地组织了电信诈骗领域的知识,提升了信息资源管理的效率,为公安机关防控电诈提供了全新的视角。The frequent occurrence of telecommunications fraud incidents poses an increasingly serious threat to the property and personal safety of the people.The article aims to provide research ideas for the prevention and control of telecommunications fraud for public security organs by combining ontology and knowledge graph technology.Firstly,a seven step method is adopted to construct the ontology model of telecommunications fraud.Then,use Python third-party library py2neo and graph database Neo4j to build a telecommunications fraud knowledge graph.Finally,the retrieval method based on graph database is implemented for graph retrieval.By constructing an ontology based knowledge graph of telecommunications fraud,the knowledge in the field of telecommunications fraud has been effectively organized,improving the efficiency of information resource management and providing a new perspective for public security organs to prevent and control telecommunications fraud.

关 键 词：本体建模 知识图谱 电信诈骗 知识组织 

分 类 号：TP311[自动化与计算机技术—计算机软件与理论]