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Article pushing and model training method and device, storage medium and computer device

An article and model technology, applied in the Internet field, can solve problems such as difficulty in accurately pushing new articles, and achieve the effect of improving accuracy and prediction accuracy

Active Publication Date: 2020-02-14
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] Based on this, it is necessary to provide an article push and model training method, device, storage medium and computer equipment for the technical problem that it is difficult to accurately push new articles based on the collaborative filtering algorithm

Method used

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  • Article pushing and model training method and device, storage medium and computer device
  • Article pushing and model training method and device, storage medium and computer device
  • Article pushing and model training method and device, storage medium and computer device

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Embodiment Construction

[0045] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0046] figure 1 It is an application environment diagram of an article pushing method in an embodiment. refer to figure 1 , the article pushing method is applied to the article pushing system. The article pushing system includes a terminal 110 and a server 120 . Terminal 110 and server 120 are connected via a network. An article reading application runs on the terminal 110 . An article reading application refers to an application having an article reading function, such as a social application, a payment application, or a game application. The server 120 is an applic...

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Abstract

The invention relates to an article pushing and model training method and device, a storage medium and a computer device, and the article pushing method comprises the steps: obtaining candidate articles; extracting features of at least two modes from the candidate article to form candidate article features; wherein the features of the at least two modes comprise article text features and article media features; forming a target feature matrix according to the read article features of the target user and the candidate article features; wherein the read article features comprise features of at least two modes of a read article of the target user; and after inputting the target feature matrix into the sequence prediction model, pushing the candidate article to the target user when determiningthat the candidate article meets the pushing condition of the target user through the sequence prediction model. According to the scheme provided by the invention, the problem of low new article pushing accuracy caused by reading data missing can be solved.

Description

technical field [0001] The present application relates to the technical field of the Internet, in particular to an article push and model training method, device, storage medium and computer equipment. Background technique [0002] With the rapid development of Internet technology, users can enjoy various online electronic services through the Internet, such as reading articles on sports, technology or entertainment. Due to the rapid development of informatization, the amount of information is increasing exponentially, and users have to find the articles they are interested in from a large number of articles. In order to improve the efficiency of article search, some online platforms actively push articles. [0003] The traditional article push method is usually based on collaborative filtering algorithm to find similar users of the specified user in the user group, and then analyze whether it is necessary to push the article to the specified user based on the reading data ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/958G06F16/9535
CPCG06F16/958G06F16/9535
Inventor 刘龙坡
Owner TENCENT TECH (SHENZHEN) CO LTD
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