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Online robot identification by differentiating abnormal behaviors of WeChat users

机译:通过区分微信用户的异常行为进行在线机器人识别

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摘要

The identification of online robot is important for managing the internet order, such as forbidding spam, fictitious information, and inductive words published by online robot to mislead the public. We studied the behaviors of the WeChat users to identify online robot, including turning pages, scanning the web, and forwarding posts. In fact, the amount and time interval of information forwarding were applied to differentiate the abnormal behaviors of WeChat users. Furthermore, we employed information entropy to measure the amount and time interval of information forwarding of WeChat users. The results indicate that the amount of online robot is much less than normal users. What's more, online robots' behavior is abnormal apparently and this identification method is effective.
机译:在线机器人的识别对于管理互联网秩序非常重要,例如禁止垃圾邮件,虚假信息以及在线机器人发布的误导公众的诱导性词语。我们研究了微信用户的行为,以识别在线机器人,包括翻页,扫描网络和转发帖子。实际上,通过信息转发的数量和时间间隔来区分微信用户的异常行为。此外,我们利用信息熵来衡量微信用户信息转发的数量和时间间隔。结果表明,在线机器人数量远远少于普通用户。而且,在线机器人的行为显然是异常的,这种识别方法是有效的。

著录项

  • 来源
  • 会议地点 Banff(CA)
  • 作者单位

    Research Center of Computational Experiment and Parallel Systems Technology, College of Information Systems and Management, National University of Defense Technology, Changsha, China;

    Research Center of Computational Experiment and Parallel Systems Technology, College of Information Systems and Management, National University of Defense Technology, Changsha, China;

    Research Center of Computational Experiment and Parallel Systems Technology, College of Information Systems and Management, National University of Defense Technology, Changsha, China;

    Research Center of Computational Experiment and Parallel Systems Technology, College of Information Systems and Management, National University of Defense Technology, Changsha, China;

    Research Center of Computational Experiment and Parallel Systems Technology, College of Information Systems and Management, National University of Defense Technology, Changsha, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Information entropy; Robot kinematics; Uncertainty; Entropy; Standards; Business;

    机译:信息熵;机器人运动学;不确定性;熵;标准;业务;;

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