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A method, device, server, and storage medium for identifying users of machine barrage

A user, barrage technology, applied in the field of data processing, can solve the problems of limitations and low accuracy

Active Publication Date: 2021-02-02
WUHAN DOUYU NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present invention provide a method, device, server, and storage medium for identifying machine barrage users, so as to solve the problems of limitations and low accuracy in existing identification methods, thereby improving the identification of machine barrage users Accuracy

Method used

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  • A method, device, server, and storage medium for identifying users of machine barrage
  • A method, device, server, and storage medium for identifying users of machine barrage
  • A method, device, server, and storage medium for identifying users of machine barrage

Examples

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Embodiment 1

[0029] figure 1 It is a flow chart of a method for identifying users of machine bullet chatting provided by Embodiment 1 of the present invention. This embodiment is applicable to the situation of identifying each user who sends bullet chatting on a live broadcast platform. The method can be executed by a device for identifying users of machine bullet chatting, the device can be realized by software and / or hardware, and the device can be integrated into a bullet chatting server that manages bullet chatting. The method specifically includes the following steps:

[0030] S110. Acquire bullet chat feature information and viewing information corresponding to each bullet chat user.

[0031] Wherein, the bullet chatting user may refer to a user account that sends bullet chatting in a certain live broadcast room. Bullet chat users can include real users and machine bullet chat users. Among them, real users refer to normal users who artificially send barrage by watching live broadc...

Embodiment 2

[0068] figure 2 It is a schematic structural diagram of an identification device for a machine bullet chat user provided in Embodiment 2 of the present invention. This embodiment is applicable to the situation where each user who sends a bullet chat is identified on a live broadcast platform. The identification device specifically includes: User information acquisition module 210 , important bullet chat feature information determination module 220 , user distance determination module 230 , cluster user set determination module 240 and machine bullet chat user determination module 250 .

[0069] Among them, the user information acquisition module 210 is used to obtain the bullet chat feature information and viewing information corresponding to each bullet chat user; the important bullet chat feature information determination module 220 is used to obtain important bullet chat feature categories based on the first preset quantity obtained. , determine the important bullet chat f...

Embodiment 3

[0089] image 3 It is a schematic structural diagram of a server provided in Embodiment 3 of the present invention. see image 3 , the server includes:

[0090] one or more processors 310;

[0091] memory 320, for storing one or more programs;

[0092] When one or more programs are executed by one or more processors 310, so that one or more processors 310 implement the method for identifying users of machine barrage as proposed in any of the above embodiments, the method includes:

[0093] Obtain the bullet chat feature information and viewing information corresponding to each bullet chat user;

[0094] Based on the acquired first preset quantity of important bullet chat feature types, determine the important bullet chat feature information corresponding to each bullet chat user from the bullet chat feature information corresponding to each bullet chat user;

[0095] Combine each bullet chatting user in pairs, and determine the user distance between two bullet chatting us...

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Abstract

The embodiment of the present invention discloses a method, a device, a server and a storage medium for identifying a machine barrage user. The method includes: obtaining bullet chat feature information and viewing information corresponding to each bullet chat user; The important bullet chat feature information corresponding to the user; combine each bullet chat user in pairs, and determine the user distance between two bullet chat users in each combination according to each important bullet chat feature information and each viewing information; according to the preset Clustering algorithm and the distance of each user, clustering each bullet chatting user, and determining multiple clustering user sets; according to the total number of users in each clustering user set, the user ID marked for each clustering user, and the preset suspicious threshold , to determine the machine barrage user. The technical solution of this embodiment can solve the problems of limitations and low accuracy existing in the existing identification methods, and improve the identification accuracy.

Description

technical field [0001] The embodiments of the present invention relate to data processing technology, and in particular to a method, device, server and storage medium for identifying users of machine bullet chatting. Background technique [0002] With the development of network technology, online video live broadcast, as a new type of entertainment, has been favored by more and more users because of its intuitiveness and rich content. Usually, when watching a live broadcast, users can interact with the host by sending bullet chats, and the more bullet chats, the higher the popularity of the live broadcast room. [0003] At present, there are often fraudulent behaviors in the live broadcast platform that use machines to imitate real users to swipe barrage to increase the heat and popularity of the live broadcast room. In order to prevent this fraudulent behavior, it is necessary to identify the user who sent the barrage to determine whether there are machine barrage users. ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/35G06K9/62H04N21/442H04N21/4788H04N21/488
CPCH04N21/44213H04N21/4788H04N21/4884G06F18/2321G06F18/22G06F18/214
Inventor 王璐张文明陈少杰
Owner WUHAN DOUYU NETWORK TECH CO LTD