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基于改进反向可达集的在线社交网络不良信息抑制方法

杨双双 刘省非 丁龙 朱文龙

高师理科学刊2023,Vol.43Issue(12):41-45,5.
高师理科学刊2023,Vol.43Issue(12):41-45,5.DOI:10.3969/j.issn.1007-9831.2023.12.007

基于改进反向可达集的在线社交网络不良信息抑制方法

Bad information suppression method based on improved reverse reachable set in online social networks

杨双双 1刘省非 1丁龙 1朱文龙2

作者信息

  • 1. 齐齐哈尔大学教师教育学院,黑龙江 齐齐哈尔 161006
  • 2. 齐齐哈尔大学计算机与控制工程学院,黑龙江 齐齐哈尔 161006
  • 折叠

摘要

Abstract

With the development of the Internet,the bad information in online social networks presents the trend of rapidly growth,posing a threat to the stability and security of society.Traditional methods for suppressing bad information in online social networks suffer from issues such as low efficiency and poor real-time performance.Therefore,proposes an improved reverse reachable set based bad information suppression method in online social networks.Firstly,analysis the existing methods for suppressing bad information,and introduces the concept and principles of the reverse reachable set.Then,building on the theory of six degrees of separation,proposes an improved method for generating the reverse reachable set,and further puts forward a bad information suppression method called IRRIMM.Finally,experiments on real social dataset prove the effectiveness of the proposed method.

关键词

不良信息抑制/六度分隔理论/反向可达集/在线网络

Key words

bad information suppression/six degrees of separation/reverse reachable set/online social networks

分类

计算机与自动化

引用本文复制引用

杨双双,刘省非,丁龙,朱文龙..基于改进反向可达集的在线社交网络不良信息抑制方法[J].高师理科学刊,2023,43(12):41-45,5.

基金项目

黑龙江省普通本科高等学校青年创新人才培养计划项目(UNPYSCT-2020072) (UNPYSCT-2020072)

黑龙江省教育科学规划重点课题(GJB1421344) (GJB1421344)

黑龙江省教育厅基本科研业务专项青年项目(135509234,145109217) (135509234,145109217)

齐齐哈尔大学教育科学研究项目(GJSKYB202001) (GJSKYB202001)

高师理科学刊

1007-9831

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