APP-based intelligent user occupational judgment method, device and electronic equipment

A technology for occupations and users, applied in data processing applications, special data processing applications, unstructured text data retrieval, etc., can solve the problems of manpower consumption, low level of intelligence, low accuracy, etc., to improve efficiency and accuracy Sexuality, reduce manual risk, reduce the effect of error

Active Publication Date: 2020-08-28
北京淇瑀信息科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The present invention aims to solve the problems that the existing user occupational judgment method consumes manpower, has low accuracy and low intelligence level

Method used

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  • APP-based intelligent user occupational judgment method, device and electronic equipment
  • APP-based intelligent user occupational judgment method, device and electronic equipment
  • APP-based intelligent user occupational judgment method, device and electronic equipment

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0043] Below, will refer to Figure 1 to Figure 3 An embodiment of the APP-based intelligent user career judgment method of the present invention is described.

[0044] figure 1 It is a flow chart of the APP-based intelligent user career judgment method of the present invention. Such as figure 1 As shown, an intelligent user career judgment method, the method includes the following steps.

[0045] Step S101, setting a user occupation classification strategy, screening seed APPs, and building a seed APP model.

[0046] In step S102, the seed APP model is amplified to obtain a seed APP classification model, and the seed APP classification model is used to determine the user's occupation category according to the APP information in the user's APP installation list information.

[0047] Step S103, acquiring the APP installation list information of the target user, and automatically performing text vectorization on the corresponding APP information in the APP installation list ...

Embodiment 2

[0085] An apparatus embodiment of the present invention is described below, and the apparatus can be used to execute the method embodiment of the present invention. The details described in the device embodiments of the present invention should be regarded as supplements to the above method embodiments; details not disclosed in the device embodiments of the present invention can be implemented by referring to the above method embodiments.

[0086] refer to Figure 4 , Figure 5 and Figure 6 , the present invention also provides an APP-based intelligent user occupation judgment device 400, including: a first processing module 401, configured to set a user occupation classification strategy, screen seed APPs, and construct a seed APP model; a construction module 402, It is used to amplify the seed APP model to obtain a seed APP classification model, and the seed APP classification model is used to judge the user's occupation category according to the APP information in the us...

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Abstract

The invention provides an APP-based intelligent user occupational judgment method, a device and electronic equipment. The method comprises the following steps: setting a user occupational classification strategy, screening seed APPs, and constructing a seed APP model; the seed APP model is subjected to amplification processing to obtain a seed APP classification model, and the seed APP classification model is used for judging the occupational category of the user according to APP information in the APP installation list information of the user; acquiring APP installation list information of atarget user, and automatically performing text vectorization on corresponding APP information in the APP installation list information; performing classification and quantitative calculation on APPs in the APP installation list information of the target user by using the seed APP classification model; and judging the occupational category of the target user based on a preset judgment rule. According to the method, errors of manual intervention can be effectively reduced, and the occupational mining efficiency and accuracy of the user are improved.

Description

technical field [0001] The present invention relates to the field of computer information processing, in particular to an APP-based intelligent user career judgment method, device and electronic equipment. Background technique [0002] There are a large number of users with missing information on the financial platform. The lack of user information causes the financial platform to deviate in the evaluation of the user's credit line and user repayment ability, which is not conducive to the risk control of the financial platform. If the user's professional information is missing, it is difficult for the financial platform to accurately estimate the user's income level, and then it is difficult to accurately evaluate the user's qualifications, make a mistake in judging the user's qualifications, and classify bad customers as good customers, and it will be difficult to recover resources after allocation. cause serious economic losses. [0003] In the prior art, occupational inf...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/35G06Q40/02
CPCG06F16/353G06F2216/03G06Q40/03
Inventor 李达肖承杭丁楠苏绥绥
Owner 北京淇瑀信息科技有限公司
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