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Information recommendation method and device, computer equipment and storage medium

A technology of information recommendation and computer programs, applied in the computer field, can solve problems such as low efficiency, difficulty in meeting needs, improper recommendation methods, etc., and achieve the effects of saving time, improving efficiency, and improving accuracy

Pending Publication Date: 2022-03-18
上海数禾信息科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] However, in the traditional information recommendation, due to improper recommendation methods, the recommendation effect is often inaccurate, and the efficiency is not high, and it is difficult to meet the needs

Method used

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  • Information recommendation method and device, computer equipment and storage medium
  • Information recommendation method and device, computer equipment and storage medium
  • Information recommendation method and device, computer equipment and storage medium

Examples

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Embodiment Construction

[0030] 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, not to limit the present application.

[0031] The invention provides an information recommendation method. figure 1 It is an application environment diagram of the information recommendation method in the embodiment of the present invention. In this embodiment, the information recommendation method can be applied to such as figure 1 shown in the application environment. Wherein, the client 10 and the server 20 communicate through the network. The client 10 can be installed with a browser program, and the client 10 runs the browser program, and displays various pages to the user in response to various operations performed by ...

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Abstract

The invention relates to an information recommendation method and device, computer equipment and a storage medium. The information recommendation method comprises the following steps: a user data acquisition step: acquiring user data based on PKI / PMI information, authority information, an access log and attention information of a user; a data association degree analysis step: performing data association degree analysis on the user data and platform resource data of the working portal based on an NLP model to obtain association degree information of the user data and the platform resource data; a collaborative filtering step: filtering and analyzing the correlation degree information of the user data and the platform resource data based on a collaborative filtering method to obtain the correlation degree information after filtering and analysis; and a sorting recommendation step: obtaining to-be-recommended information based on the filtered and analyzed association degree information, sorting the to-be-recommended information, and recommending the to-be-recommended information to the user. According to the invention, the information recommendation accuracy can be improved, the efficiency is improved, and the time is saved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to an information recommendation method, device, computer equipment and storage medium. Background technique [0002] The police work portal is a comprehensive portal of the big data platform. It is also the entrance for the police to log in to the big data platform. It is also the main entrance for displaying results after the construction of the big data platform is completed. The big data platform has acquired a large amount of business system resource data and user behavior data , the use of the big data platform by users makes the two types of data related; in the field of big data research, user behavior analysis is a hot spot that is more concerned, but it is rarely used in portal systems; if resource data can be Fusion with user behavior data, used for analysis and prediction of user behavior, and displayed through the portal system, will better meet the indivi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9536G06N20/00G06Q30/02
CPCG06F16/9536G06N20/00G06Q30/0269
Inventor 裴小明
Owner 上海数禾信息科技有限公司
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