Robot detection method for multiple social network platforms

Abstract

The invention discloses a robot detection method for multiple social network platforms, which comprises the following steps: acquiring user account data of the social network platforms, taking an account ID as a unique identifier of a user, and extracting user features, friend features, network features, content features, emotion features and time sequence features; constructing a high-dimensional original matrix, and obtaining a low-dimensional feature matrix through significance analysis; and a clustering algorithm or a classification algorithm is adopted to realize division, and a normal user account and a robot account are identified. The invention further discloses a robot detection device for the multiple social network platforms, electronic equipment and a storage medium. According to the method, account data of a plurality of domestic and overseas social network platforms are researched, social robot detection is performed through algorithms such as feature representation, feature significance analysis, clustering or classification and the like, and social robot accounts in the social network are identified, so that abnormal behaviors of large-scale social robots are early warned, and the security of the social network is maintained.

Description

technical field [0001] The present invention relates to the field of computer technology. More specifically, the present invention relates to a robot detection method for multiple social network platforms. Background technique [0002] The rise of various social networking platforms (Twitter, Facebook, Weibo, etc.) has provided new channels for people to communicate and communicate, but in this non-face-to-face online social environment, the social accounts behind may not be real people, but is a social robot. The proliferation of social robots has changed the communication pattern to a certain extent. The malicious use of social robots poses a serious threat to the information security of social media users, and even has a significant impact on cyberspace information security and awareness security. Performing social robot detection and identifying social robot accounts in social networks is of great significance for maintaining network security and fair trust in user int...

AI Technical Summary

Problems solved by technology

The proliferation of social robots has changed the communication pattern to a certain extent. The malicious use of social robots poses a serious threat to the information security of social media users, and even has a major impact on cyberspace information security and awareness security.

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