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Object recommendation method, device, electronic device and storage medium

A recommendation method and object technology, applied in the field of deep learning, can solve the problems of reduced user satisfaction, recommended objects do not meet user interests, etc., to achieve the effect of accurate store, improve generalized expression, and improve satisfaction

Active Publication Date: 2022-05-17
ZHEJIANG KOUBEI NETWORK TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the traditional recommendation algorithm cannot well reflect the user's short-term interests represented by user information, resulting in recommended objects that do not meet the user's interest, and the user's satisfaction is also reduced.

Method used

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  • Object recommendation method, device, electronic device and storage medium
  • Object recommendation method, device, electronic device and storage medium
  • Object recommendation method, device, electronic device and storage medium

Examples

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Embodiment Construction

[0039] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. Implementations described in the following exemplary embodiments do not represent all implementations consistent with one or more embodiments of this specification. Rather, they are merely examples of apparatuses and methods consistent with aspects of one or more embodiments of the present specification as recited in the appended claims.

[0040] It should be noted that in other embodiments, the steps of the corresponding methods are not necessarily performed in the order shown and described in this specification. In some other embodiments, the method may include more or less steps than those described in this specification. In addition, a single step described in this...

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Abstract

One or more embodiments of this specification provide an object recommendation method, device, electronic device, and storage medium, the method including: obtaining the ID and historical characteristics of each object, and generating a representation vector of the object based on this; obtaining user real-time behavior, Determine the target object it targets, and obtain the characterization vector of the target object; process the characterization vector of the target object through the neural network to obtain the probability of the user operating each object; recommend the user among multiple objects based on the probability of the user operating each object at least one object. Based on the above method, the characteristic information of the object can be better displayed; the predicted store that the user is interested in is more accurate, and the short-term interest of the user can be better obtained, and the object of interest can be recommended to the user, so as to better meet the needs of the user. user expectations and improve user satisfaction.

Description

technical field [0001] One or more embodiments of this specification relate to the technical field of deep learning, and in particular to an object recommendation method, device, electronic device, and computer-readable storage medium. Background technique [0002] With the development of the Internet era and the advent of the era of big data, people have gradually entered the era of information overload from the era of information scarcity. In order to efficiently obtain information that users are interested in from massive amounts of information, the real-time and accuracy of object recommendation play a large role. However, the traditional recommendation algorithm cannot well reflect the user's short-term interests represented by user information, resulting in recommended objects not in line with the user's interest, and the user's satisfaction is also reduced. Contents of the invention [0003] In view of this, one or more embodiments of this specification provide an ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/9535G06F16/9536G06N3/04
CPCG06F16/9535G06F16/9536G06N3/044
Inventor 王晓峰苑爱泉何旺贵王磊桑梓森
Owner ZHEJIANG KOUBEI NETWORK TECH CO LTD
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