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Recommendation method, recommendation device, storage medium and terminal equipment

A technology for recommending methods and objects, applied in the field of data processing, can solve problems affecting normal use, terminal equipment stuck, occupation, etc., and achieve the effect of reducing computing power and avoiding stuck

Pending Publication Date: 2022-06-28
SHENZHEN TCL DIGITAL TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the existing recommendation models often need to occupy a large amount of computing resources of the terminal device (for example, smart TV, etc.), and affect the normal use of other functions configured on the terminal device, resulting in the terminal device being stuck

Method used

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  • Recommendation method, recommendation device, storage medium and terminal equipment
  • Recommendation method, recommendation device, storage medium and terminal equipment
  • Recommendation method, recommendation device, storage medium and terminal equipment

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Embodiment Construction

[0044] The present application provides a recommendation method, a recommendation device, a storage medium and a terminal device. In order to make the purpose, technical solutions and effects of the present application clearer and clearer, the present application will be further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application, but not to limit the present application.

[0045] It will be understood by those skilled in the art that the singular forms "a", "an", "the" and "the" as used herein can include the plural forms as well, unless expressly stated otherwise. It should be further understood that the word "comprising" used in the specification of this application refers to the presence of stated features, integers, steps, operations, elements and / or components, but does not preclude the presence or addition of one or mo...

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PUM

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Abstract

The invention discloses a recommendation method, a recommendation device, a storage medium and terminal equipment. The method comprises the steps of obtaining user features corresponding to a target user; based on the user features and an object recommendation model, recommendation scores of all objects to be recommended in an object set to be recommended are obtained, and the object recommendation model comprises a latent semantic model; and based on the recommendation score, determining a recommendation object corresponding to the target user. The recommendation object is determined through the object recommendation model, and the object recommendation model can reduce the parameter quantity corresponding to the object recommendation model through an automatic clustering mode, so that the calculation power required by the object recommendation model can be reduced, and the problem of lagging when the terminal equipment operates the recommendation method is avoided.

Description

technical field [0001] The present application relates to the technical field of data processing, and in particular, to a recommendation method, a recommendation device, a storage medium and a terminal device. Background technique [0002] The object recommendation function is to actively mine user preferences from massive objects (for example, commodities, audio and video, and programs, etc.), and recommend them to users. The object recommendation function can realize information filtering to help users quickly find the information they need, so as to avoid users being drowned in the huge and disorderly network content. However, the existing recommendation model often needs to occupy a large amount of computing resources of the terminal device (for example, smart TV, etc.), which affects the normal use of other functions configured by the terminal device, and causes the terminal device to freeze. SUMMARY OF THE INVENTION [0003] The technical problem to be solved by thi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9535G06Q30/06H04N21/466
CPCG06F16/9535G06Q30/0631H04N21/4668
Inventor 药欣曹芝勇胡乐周树荣毛明海
Owner SHENZHEN TCL DIGITAL TECH CO LTD