Federal learning-based juvenile anti-addiction processing method, device and equipment

A technology of minors and processing methods, which is applied in the field of anti-addiction treatment of minors, can solve the problems of ineffective anti-addiction of minors, and achieve the effect of improving accurate identification ability, strengthening extraction ability, and small additional cost

Active Publication Date: 2021-07-23
ALIPAY (HANGZHOU) INFORMATION TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

Subsequent ineffective anti-a

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  • Federal learning-based juvenile anti-addiction processing method, device and equipment
  • Federal learning-based juvenile anti-addiction processing method, device and equipment
  • Federal learning-based juvenile anti-addiction processing method, device and equipment

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Embodiment Construction

[0047] The embodiment of this specification provides a federated learning-based anti-addiction processing method, device, equipment and storage medium for minors.

[0048] In order to enable those skilled in the art to better understand the technical solutions in this specification, the technical solutions in the embodiments of this specification will be clearly and completely described below in conjunction with the drawings in the embodiments of this specification. Obviously, the described The embodiments are only some of the embodiments in this specification, not all of them. Based on the embodiments of this specification, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of this specification.

[0049] The anti-addiction in the embodiment of this specification is mainly to limit the payment behavior of minors. Minors may use their parents' money to recharge in the game or spend money to re...

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Abstract

The embodiment of the invention discloses a federal learning-based juvenile anti-addiction processing method, device and equipment, and the method comprises the steps: determining a first anti-addiction auxiliary model which is obtained through federated learning training according to the business data of a payment platform and an entertainment platform; collecting related data of an entertainment account on the entertainment platform; determining whether a user corresponding to the entertainment account has a payment account on a payment platform; if so, judging whether the user corresponding to the entertainment account is a juvenile or not according to the related data of the entertainment account and a first anti-addiction auxiliary model; if not, determining a second anti-addiction auxiliary model, judging whether a user corresponding to the entertainment account is a juvenile or not according to a second anti-addiction auxiliary system, wherein the second anti-addiction auxiliary model is obtained through transfer learning training according to the first anti-addiction auxiliary model and service data of one or more entertainment platforms; and if the user is judged to be a juvenile, performing corresponding anti-addiction treatment.

Description

technical field [0001] This description relates to the field of machine learning, in particular to a federated learning-based anti-addiction processing method, device and equipment for minors. Background technique [0002] Entertainment industries such as games and live broadcasting have developed rapidly in recent years, attracting people's attention through a variety of rich activities and gameplay, and many users have carried out a large number of recharge behaviors in it. However, many minors use their parents’ money to recharge on entertainment platforms. These indulging behaviors seriously affect the physical and mental health of minors and need to be stopped. [0003] At present, in order to attract more users, some entertainment platforms can enter through simple registration. Subsequent treatment of minors cannot be effectively prevented from addiction. [0004] Based on this, more effective anti-addiction solutions for minors are needed. Contents of the inventi...

Claims

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Application Information

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IPC IPC(8): G06Q20/40G06N20/00G06N20/20G06K9/62
CPCG06Q20/405G06N20/00G06N20/20G06F18/2148G06F18/24
Inventor 杨哲杨一鹏
Owner ALIPAY (HANGZHOU) INFORMATION TECH CO LTD
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