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Intelligent game rating method and system

A game and intelligent technology, applied in marketing, market data collection, instruments, etc., can solve problems such as large fluctuations in rating accuracy and adverse effects of game platform operators

Active Publication Date: 2018-08-10
FLAMINGO NETWORK (GUANGZHOU) CO LTD +1
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  • Abstract
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  • Claims
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AI Technical Summary

Problems solved by technology

[0003] However, the existing game rating methods are usually based on the subjective judgment of the game platform operator’s evaluators based on their own cognition and experience. Therefore, the game rating results will be affected by the game evaluation team’s subjective consciousness, cognitive level, The interference of human factors such as the amount of experience and personnel turnover leads to large fluctuations in the accuracy of ratings, which will ultimately have an adverse impact on game platform operators

Method used

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  • Intelligent game rating method and system
  • Intelligent game rating method and system

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Embodiment Construction

[0048] as attached figure 1 Shown, in one embodiment of the present invention, a kind of game intelligent rating method of the present invention comprises the following steps:

[0049] S11 collects numerical data and text data of online games before going online, wherein said numerical data is the game's own parameters, and said text data includes short text data and long text data;

[0050] In this embodiment, the numerical data includes whether the game is a stand-alone game, the language available for the game, the number of languages ​​available for the game, the status of mixed servers in the game, whether there is a novice guide, the fluency of the game, the loading time of the game, the exquisiteness of the game screen, and the game scene types etc.

[0051] Short text data includes game features, gameplay, game types, and game themes. Game features can include 3D, animation, two-dimensional, battle, Xiaoqing, etc.; gameplay can include FPS, TPS, MMO, MMOARPG, MOBA, e...

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Abstract

The invention relates to an intelligent game rating method and system. The method comprises the following steps: numeric data and text data of an already-online game before coming online are acquired;numeric features and text features of the already-online game before coming online are extracted, and feature processing is carried out; according to the numeric features and the text features of thealready-online game before coming online after feature processing and the grade label of the already-online game, an optimal random forest algorithm model is built and trained; numeric data and textdata of a non-online game are acquired; numeric features and text features of the non-online game are extracted and feature processing is carried out; and according to the optimal random forest algorithm model, the numeric features and the text features of the non-online game after feature processing are inputted, and the game grade of the non-online game is predicted. The intelligent game ratingmethod and the system have the advantages of being accurate in rating and being not influenced by artificial subjective factors.

Description

technical field [0001] The invention relates to the field of game ratings, in particular to a game intelligent rating method and system. Background technique [0002] The game industry is a highly integrated field of technology and content. With the development of the economy, the iterative update of VR / AR and other new technologies and hardware and the reduction of the Engel coefficient on a global scale have endowed the game industry with new huge development potential and business opportunities. In the game industry chain, game platform operators are an important link connecting game developers and users. Game platform operators formulate operating strategies and allocate resources based on game ratings, with a view to maximizing profits by making investment costs proportional to returns. [0003] However, the existing game rating methods are usually based on the subjective judgment of the game platform operator’s evaluators based on their own cognition and experience. ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02G06F17/30G06F17/27G06K9/62
CPCG06F16/35G06Q30/0201G06Q30/0282G06F40/279G06F18/23G06F18/24323
Inventor 陈宇恒马朔刘冶李浩跃李锦芬彭楠徐振涛印鉴
Owner FLAMINGO NETWORK (GUANGZHOU) CO LTD
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