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Internet spammer account identification method and system

An identification method and a technology of an identification system, which are applied in the field of identification methods and systems for network troll accounts, can solve the problems of low identification efficiency and search efficiency of network troll accounts, and achieve the effect of improving identification efficiency and search efficiency

Inactive Publication Date: 2018-06-22
HUBEI UNIV OF TECH
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Problems solved by technology

[0004] The purpose of the present invention is to provide a method and system for identifying network troll accounts to solve the problems of low identification and search efficiency of cyber troll accounts

Method used

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  • Internet spammer account identification method and system
  • Internet spammer account identification method and system
  • Internet spammer account identification method and system

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Embodiment Construction

[0057] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0058] The purpose of the present invention is to provide a method and system for identifying online troll accounts, which can improve the efficiency of identification and search for online troll accounts.

[0059] In order to make the above objects, features and advantages of the present invention more comprehensible, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.

[0060] ...

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Abstract

The invention discloses an internet spammer account identification method and system. The method includes the steps of obtaining relevant indicators of each user; determining a position vector of eachuser according to the relevant indicators of each user; assigning weights to the relevant indicators of each user to obtain a plurality of weight vectors; determining a fitness function according tothe dot product of the position vector and the weight vectors; using the fitness function to calculate an explosion radius; according to the explosion radius, using a fireworks algorithm to determinea spark which is an explosion spark or a Gaussian spark; using the fitness function to calculate the adaptive degree of the spark; determining whether or not the adaptive degree is greater than an adaptive degree threshold value, and if yes, determining that the user corresponding to the spark is a spammer account. The identification method and system can improve the recognition efficiency and search efficiency of network spammer accounts.

Description

technical field [0001] The invention relates to the field of network troll account identification, in particular to a network troll account identification method and system. Background technique [0002] With the rapid development of Internet technology, various online social platforms have emerged one after another, and people's daily interactions are increasingly relying on the Internet. However, the growing network data also brings great challenges to network supervision. A large number of online marketing accounts use the virtual network environment to create public topics and guide the direction of public opinion, so as to increase netizens' attention to a certain person or something, and seek benefits from it. The posting form of Internet trolls is manifested in that a large number of accounts simultaneously post the same or similar content within a certain period of time, or repeatedly post certain product advertisements and links under other people’s posts. The most...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N3/00G06Q50/00
CPCG06N3/006G06Q50/01
Inventor 王春枝吴盼叶志伟王毅超郑逍
Owner HUBEI UNIV OF TECH
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