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Multimedia data recommendation method and device, electronic equipment and storage medium

A multimedia data and recommendation method technology, applied in the computer field, can solve the problems of too many weight parameters and affecting the effect of data recommendation

Pending Publication Date: 2021-12-21
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The embodiment of the present application provides a multimedia data recommendation method, device, electronic equipment, and storage medium to solve the problem that the model needs to learn too many weight parameters when building a vector, which affects the recommendation effect of the data.

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  • Multimedia data recommendation method and device, electronic equipment and storage medium
  • Multimedia data recommendation method and device, electronic equipment and storage medium
  • Multimedia data recommendation method and device, electronic equipment and storage medium

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Embodiment Construction

[0115] In order to make the purpose, technical solutions and advantages of the embodiments of the application clearer, the technical solutions of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the application. Obviously, the described embodiments are the Some embodiments of the technical solution, but not all embodiments. Based on the embodiments described in the application documents, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the technical solutions of the present application.

[0116] The terms "first", "second" and the like in the specification and claims of the present application and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circ...

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Abstract

The invention relates to the technical field of computers, and discloses a multimedia data recommendation method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining a target associated information feature vector corresponding to target multimedia data in response to an operation instruction which is initiated on an operable page and aims at the target multimedia data, wherein the target associated information feature vector is constructed by adopting a classification model based on the following information: an ID feature of the target multimedia data, a corresponding first weight, a tag feature group of the target multimedia data and a corresponding second weight; and then obtaining a similar multimedia data set established corresponding to the target multimedia data, and selecting similar multimedia data and presenting the similar multimedia data in the operable page. Therefore, the training difficulty of the classification model is reduced, the training speed of the classification model is improved, the construction speed of the associated information feature vector corresponding to the multimedia data is accelerated, and the recommendation efficiency of the multimedia data is improved.

Description

technical field [0001] The application relates to the field of computer technology, and discloses a multimedia data recommendation method, device, electronic equipment and storage medium. Background technique [0002] With the development of data processing technology, in order to mine the potential needs of the target object, usually in various scenarios, based on the operation behavior of the target object on the data, the data that may be of interest to the target object is recommended in a targeted manner. [0003] In related technologies, when performing data recommendation, a model is usually used to construct a vector form corresponding to the data based on a fixed number of data features, and then determine the recommended data based on the similarity between the vectors. [0004] However, when a fixed number of data features are input into the model for vector construction, the corresponding weight parameters need to be trained for each data feature inside the model...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/483G06F16/45
CPCG06F16/483G06F16/45
Inventor 许阳寅汪劲希
Owner TENCENT TECH (SHENZHEN) CO LTD