A method and system for determining user gender based on game log
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A gender and user technology, applied in special data processing applications, instruments, calculations, etc., can solve the problems of increased cost and large calculation consumption, and achieve the effect of less consumption of computing resources and simple and efficient calculation methods.
Active Publication Date: 2021-01-01
XUANCAI INTERACTIVE NETWORK SCI & TECH
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This method consumes a lot of calculations, and requires distributed programming to achieve accurate modeling, which increases the cost of program development and operation
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[0035] The preferred embodiments of the present invention will be described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described here are only used to illustrate and explain the present invention, and are not intended to limit the present invention.
[0036] figure 1 A system structure diagram for determining user gender based on game logs, including the following steps:
[0037] Connected in sequence: game log data interface module, data preprocessing module, statistics table storage unit, game gender polarity statistics unit, unknown user gender prediction module;
[0038] The game log data interface module is used to read game log data;
[0039] The data preprocessing module is used to screen the game log data read by the game log data interface, and establish a statistical table for the filtered valid data, and store the statistical table in the statistical table storage unit;
[0040] The statistical table...
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Abstract
The invention provides a game log based user gender determination method and system. Different from an existing method, the game log based user gender determination method is characterized in that game gender polarity is introduced, and user gender is speculated through a weighting method; the game gender polarity can be directly acquired by making statistics of a specific name of a user use game, and user gender accuracy measured according to the game gender polarity is quite high; model mining performed on existing user information construction data is not needed, special training on the model is omitted, the gender of a corresponding user can be accurately acquired through simple statistics and calculation, use of complex models is avoided, and excessive system cost is avoided; with the method, the user can be accurately subjected to user group positioning with low cost by a game operator through log information, the game is pushed in a targeted manner, and running cost is greatly reduced; meanwhile, user experience can be enhanced.
Description
technical field [0001] The invention relates to the field of user group analysis, in particular to a method for determining user gender based on game logs and a corresponding system. Background technique [0002] User group positioning is an important part of game design, and gender is one of the important group division criteria. Different game categories, such as role-playing, action games, strategy war chess, puzzle leisure, racing games, flying games, development games, sports, adventure games, shooting games, board games, simulation management, fighting games, etc., Often have their own target user groups. After a game comes out, there is often a serious imbalance in the ratio of men to women. For example, men are more active and intense, they like thrill-seeking, they like dominance, they like taking risks; while women are more sentimental, they like to be reserved, they like stability rather than stimulation, they like to be dominated, they like to 'birdie cling' p...
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