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Construction method of user position identification model and user position identification method

A technology for identifying models and constructing methods, which is applied in the field of data processing and can solve problems such as low accuracy of position recognition

Pending Publication Date: 2020-06-26
SHENZHEN TENCENT INFORMATION TECH CO LTD
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  • Claims
  • Application Information

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Problems solved by technology

However, the traditional user location recognition method has the problem of low location recognition accuracy.

Method used

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  • Construction method of user position identification model and user position identification method
  • Construction method of user position identification model and user position identification method
  • Construction method of user position identification model and user position identification method

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Embodiment Construction

[0052] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0053] figure 1 It is an application environment diagram of a method for constructing a user position recognition model in an embodiment. refer to figure 1 , the construction method of the user location recognition model is applied to the construction system of the user location recognition model. The system for constructing the user location recognition model includes a mobile terminal 102 and a server 104, and the mobile terminal 102 is connected to the server 104 through a network. The user may send the sample user feature data, the sample user real location data corre...

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Abstract

The invention relates to a construction method of a user position identification model and a user position identification method. The construction method of the user position identification model comprises the following steps: sample user characteristic data, sample user real position data corresponding to the sample user characteristic data, test user characteristic data and test user real position data corresponding to the test user characteristic data; training a preset neural network model according to the sample user feature data and the sample user real position data to obtain a trainedneural network model; inputting the test user feature data into a trained neural network model to obtain a user position recognition result output by the trained neural network model; and screening the trained neural network model according to the user position identification result and the real position data of the test user, and taking the screened trained neural network model as a user positionidentification model. High-precision identification of the user position can be realized through the user position identification model.

Description

technical field [0001] The present application relates to the technical field of data processing, in particular to a method, device, storage medium and computer equipment for constructing a user location recognition model, and a user location recognition method, device, storage medium and computer equipment. Background technique [0002] Authentication refers to identifying whether the user has the authority to request a certain business or service. For example, password-based authentication, when the password entered by the user is consistent with the preset password, the authentication is successful; When the geographical location of the user meets the preset conditions, the authentication is successful. [0003] In the scenario of authenticating the user's geographic location, the real location of the user is authenticated according to the geographic location reported by the user, and subsequent response operations are performed according to the authentication result. Ho...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N3/08G06F21/31
CPCG06F21/31G06N3/08
Inventor 黄维马华冠
Owner SHENZHEN TENCENT INFORMATION TECH CO LTD
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