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Recommendation strategy generation method and device, computer equipment and storage medium

A recommendation strategy and recommendation algorithm technology, applied in the Internet field, can solve the problems that users cannot obtain content recommendation services and the recommendation effect is not good.

Pending Publication Date: 2020-09-01
GUANGZHOU KUGOU TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In related technologies, when a content recommendation service needs to be provided to a large number of users, some users cannot obtain the content recommendation service, and the recommendation effect is not good

Method used

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  • Recommendation strategy generation method and device, computer equipment and storage medium
  • Recommendation strategy generation method and device, computer equipment and storage medium
  • Recommendation strategy generation method and device, computer equipment and storage medium

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Embodiment Construction

[0027] In order to make the purpose, technical solution and advantages of the present application clearer, the implementation manners of the present application will be further described in detail below in conjunction with the accompanying drawings.

[0028] Related terms involved in the embodiments of the present application are introduced below.

[0029] Downgrade: switch the first recommendation algorithm corresponding to a specific user from a specific platform and channel in the recommendation system to the second recommendation algorithm.

[0030] The first recommendation algorithm: an algorithm that consumes more computing resources and is unstable but has a better recommendation effect.

[0031] The second recommendation algorithm: an algorithm that consumes less computing resources, is stable but has a general recommendation effect.

[0032] Restoration: The reverse process of downgrading, switching the second recommendation algorithm corresponding to a specific user...

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Abstract

The invention discloses a recommendation strategy generation method and device, computer equipment and a storage medium. The method comprises the steps of obtaining operation information of a recommendation system; when the operation information of the recommendation information meets a preset updating condition, generating a target recommendation strategy; and sending the target recommendation strategy to a storage server in the recommendation system, wherein the recommendation server in the recommendation system is used for obtaining and executing the target recommendation strategy from thestorage server. According to the technical scheme of the embodiment of the invention, operation information of a recommendation system is obtained, and when the operation information of the recommendation system meets a recommendation algorithm switching condition, a recommendation strategy for indicating recommendation algorithm switching is generated, and the recommendation system is indicatedto provide content recommendation service according to the recommendation strategy, so that the stability and the continuous availability of the recommendation system can be improved, and the recommendation effect is improved.

Description

technical field [0001] The embodiments of the present application relate to the technical field of the Internet, and in particular to a method, device, computer equipment, and storage medium for generating a recommendation policy. Background technique [0002] At present, most application program vendors provide content recommendation services for users, that is, recommending content such as videos, images, news, texts, etc. to users. [0003] In related technologies, when it is necessary to provide content recommendation services to a large number of users, the computer device obtains the operating parameters of the background server corresponding to the application program, and determines the corresponding discarding rate according to the operating parameters, and then stops according to the above discarding rate. Provide content recommendation services to some users. [0004] In related technologies, when a content recommendation service needs to be provided to a large n...

Claims

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Application Information

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IPC IPC(8): G06F16/9535
CPCG06F16/9535
Inventor 陈东就杨建军
Owner GUANGZHOU KUGOU TECH
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