Target game user detection method, device and equipment

A game and user technology, applied in the field of data processing, can solve the problems of low user detection accuracy in game studios, achieve the effects of reducing manual dependence, improving detection efficiency, and improving detection accuracy

Active Publication Date: 2020-10-16
BEIJING PERFECT WORLD SOFTWARE TECH DEV CO LTD
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In view of this, this application provides a detection method, device and equipment for target game users. The main purpose is to improve the detection of game studio users by using Turing test methods such as verification codes to detect game studio users. Technical issues with low accuracy

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  • Target game user detection method, device and equipment
  • Target game user detection method, device and equipment
  • Target game user detection method, device and equipment

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Embodiment Construction

[0024] Hereinafter, the present application will be described in detail with reference to the drawings and embodiments. It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other.

[0025] In order to improve the technical problem that the detection accuracy of game studio users is low when using Turing test methods such as verification codes to detect game studio users. This embodiment provides a method for detecting target game users, such as figure 1 As shown, the method includes:

[0026] 101. Obtain the character behavior characteristics and character attribute characteristics of the user to be identified in the game.

[0027] Among them, the user to be identified is a game player user, and it is currently necessary to determine whether it is a game studio user.

[0028] Character behavior characteristics mainly describe the behavior of the player character in the g...

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Abstract

The invention discloses a target game user detection method, device and equipment, and relates to the technical field of data processing. The method comprises the steps: firstly, performing role behavior characteristics and role attribute characteristics of a to-be-recognized user in a game, and obtaining first preprocessing data; performing feature extraction on the first preprocessed data by using a random forest algorithm to obtain second preprocessed data; and inputting the second preprocessed data into a classification model, and judging whether the user to be identified is a game studiouser or not by referring to a classification result output by the classification model, the classification model being obtained by training based on role behavior characteristics and role attribute characteristics of the game studio user in the game. By applying the scheme of the invention, the detection accuracy of the game studio user can be improved, and the game experience of other normal players cannot be influenced. Manual dependence is reduced, and detection of game studio users can be completed automatically.

Description

technical field [0001] The present application relates to the technical field of data processing, and in particular to a method, device and equipment for detecting target game users. Background technique [0002] Illegal game studios are currently flooding all kinds of online games. By writing program scripts, a large number of "abnormal robot" accounts and characters are produced, so as to obtain a large amount of illegal property in the game in an improper way. It has destroyed the normal operation of the ecosystem in the game and violated the legitimate rights and interests of game producers and game players. [0003] At present, bot detection can be carried out through the Turing test in the form of captcha and so on. For example, the game system will send certain verification codes for players to identify when logging in to detect whether they belong to robots; or during the game process, add verification codes for anti-cheat robot detection, etc. [0004] However, T...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A63F13/75A63F13/79G06K9/62
CPCA63F13/75A63F13/79A63F2300/5586A63F2300/5546G06F18/24323
Inventor 唐昊阳刘雨林郭松林阙志伟吴超杰赵海明
Owner BEIJING PERFECT WORLD SOFTWARE TECH DEV CO LTD
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