首页> 外文会议>International Conference on Dependability of Computer Systems >Detection of roles of actors in social networks using the properties of actors' neighborhood structure
【24h】

Detection of roles of actors in social networks using the properties of actors' neighborhood structure

机译:使用演员邻域结构的特性检测社交网络中的演员角色

获取原文

摘要

Members of the societies form many complex social relations that are often the subject of study in order to classify the members according to the roles they play in the considering society. Classification of roles played by the actors can be very informative because it gives us the complete overview of the network allowing for understanding how the network is organized and how it is going to behave in front of certain external or internal events. In the paper we present the roles identification method that can be useful in social environments about which we have limited knowledge mostly constrained to local relations in regard to the considered set of actors. The method uses the properties of social networks that can be derived from neighborhood of actors whose role we are going to determine. The method uses social relation graph, roles identification algorithm and a set of relations pattern graphs supporting the roles identification process. The method has been tested with local society of Internet e-mail users of one of the Faculty of Gdansk University of Technology to classify the role of each e-mail user as spammer or regular user.
机译:社会成员形成了许多复杂的社会关系,通常是学习的主题,以根据他们在考虑社会中发挥的角色对成员进行分类。由演员扮演的角色的分类可以是非常富有信息的,因为它给了我们网络的完整概述,允许了解网络如何组织以及如何在某些外部或内部事件前行事。在论文中,我们介绍了在社会环境中有用的角色识别方法,我们对所谓的行为者群岛的知识有限受限制。该方法使用社交网络的属性,这些属性可以从我们要确定的角色的角色的邻域派生。该方法使用社交关系图,角色识别算法和支持角色识别过程的一组关系模式图。该方法已通过格斯克技术大学之一的互联网电子邮件用户的当地互联网电子邮件用户进行了测试,以将每个电子邮件用户的角色分类为垃圾邮件或常规用户。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号