From community detection to topical, interactive group detection in Online Social Networks

被引:1
|
作者
Gadek, Guillaume [1 ]
机构
[1] Airbus Def & Space, Ottobrunn, Germany
来源
2019 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE WORKSHOPS (WI 2019 COMPANION) | 2019年
关键词
online social network; graph analysis; community detection; topic clustering; socio-semantics;
D O I
10.1145/3358695.3360894
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Online social networks are prevalent media, either for e-reputation management or for political debate. The presence of malicious actors is often signalled and usually detected by analysts, helped by monitoring tools. These tools still lack of a detection feature for groups of coordinated actors: accounts sharing topical interests, and interacting together, either for recruitment and planning. To tackle this problem, we propose a framework to detect such groups through a community detection approach. We introduce a measure of group topical focus to characterise the groups and distinguish the relevant ones. The value of these contributions is shown on three experiments, targeting datasets issued from three platforms: Reddit, Twitter and Discord, enabling an in-depth group analysis.
引用
收藏
页码:176 / 183
页数:8
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