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

A technology for multimedia resources and recommendation methods, applied in the fields of electronic equipment and storage media, multimedia resource recommendation methods, and devices, can solve the problem of poor recommendation accuracy and effect of recommendation systems, inability to accurately learn multimedia resources, and inability to effectively capture object interests and preferences. and other problems, to reduce the waste of system resources, improve the accuracy and effectiveness, and improve the accuracy and effectiveness of representation

Active Publication Date: 2022-01-11
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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Problems solved by technology

[0004] The present disclosure provides a multimedia resource recommendation method, device, electronic device and storage medium to at least solve the problem of inability to accurately learn the characteristics of objects and multimedia resources in related technologies, resulting in the inability to effectively capture the object's interest preference and the accuracy of recommendation in the recommendation system. And the effect is poor, as well as the waste of system resources and system performance degradation and other issues

Method used

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

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Embodiment Construction

[0103] In order to enable ordinary persons in the art to better understand the technical solutions of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings.

[0104] It should be noted that the terms "first", "second" and the like involved in the present disclosure 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 circumstances such that the embodiments of the disclosure described herein can be practiced in sequences other than those illustrated or described herein. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consistent with aspects of the presen...

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Abstract

The invention relates to a multimedia resources recommendation method and apparatus, an electronic device and a storage medium. The method comprises the steps of obtaining target object resources data determined based on a target object attribute of a target object and a target resources attribute of a to-be-recommended multimedia resources; based on a first preset number of target feature centers in a target data decoupling network, decoupling the target object resource data to obtain a first preset number of decoupled feature data, wherein the first preset number of decoupling feature data represents data after the target object attribute and the target resources attribute are decoupled to the first preset number of target feature centers; inputting the target object resources data and the decoupling feature data into a target interest recognition network for interest recognition to obtain a target interest index; and recommending target multimedia resources in to-be-recommended multimedia resources to the target object based on the target interest index. According to the embodiment of the invention, the interest preference of the object can be accurately captured, and the recommendation accuracy and effect are improved.

Description

technical field [0001] The present disclosure relates to the technical field of the Internet, and in particular to a multimedia resource recommendation method, device, electronic equipment and storage medium. Background technique [0002] With the development of Internet technology, a large number of network platforms are also constantly upgraded. In addition to publishing some graphic information, users can also share daily short videos and other multimedia resources at any time. How to accurately push these multimedia resources is a huge challenge. Challenges encountered in recommender systems. [0003] In related technologies, in the multimedia resource recommendation process, considering that there is often a certain correlation between the attributes of the recommended object and the resource attributes of the multimedia resource, the attributes of the recommended object and the resource attributes of the multimedia resource will be jointly input into the target interes...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/435G06F16/9535
CPCG06F16/437G06F16/9535Y02D10/00
Inventor 焦宇航
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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