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Information recommendation device, method, equipment and system

A technology of information and recommended values, applied in the computer field, can solve problems such as reducing user experience and lack of pertinence, and achieve the effect of improving user experience, ensuring rationality and accuracy, and improving interaction efficiency

Active Publication Date: 2020-05-12
BANK OF CHINA
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, when most banks provide financial information services to users, all users receive the same information, which lacks pertinence
In this way, if all the information is pushed to the user, it will take a lot of time for the user to find the content they are interested in from the massive amount of information, thereby reducing the user experience

Method used

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  • Information recommendation device, method, equipment and system
  • Information recommendation device, method, equipment and system
  • Information recommendation device, method, equipment and system

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Embodiment Construction

[0067] In order to enable those skilled in the art to better understand the technical solutions in this specification, the technical solutions in the embodiments of this specification will be clearly and completely described below in conjunction with the drawings in the embodiments of this specification. Obviously, the described The embodiments are only some of the embodiments in this specification, not all of them. Based on one or more embodiments in this specification, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of the embodiments of this specification.

[0068] At present, commercial banks provide users with rich and varied financial information. However, when most banks provide financial information services to users, all users receive the same information, which lacks pertinence. In this way, if all the information is pushed to the user, it will take a lot of time for the user t...

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Abstract

The embodiment of the invention discloses an information recommendation device, method, equipment and system. The device comprises a batch processing module and a real-time processing module, and thebatch processing module is used for obtaining feature information of a target user, constructing a user preference model and sending the user preference model to the real-time processing module; the real-time processing module is used for acquiring information, weight information of the information in each category label and preference information of a user for each category label of the information, and determining a recommendation value based on the weight information and the preference information to recommend the information to the user; and the recommendation module is also used for monitoring the kafka queue message, updating the preference model when determining that a model updating message exists in the kafka queue message, and determining a recommendation value based on the updated model. By utilizing the embodiment of the invention, the information can be recommended according to the preference degree of the user to the information, and the interest change of the user can beresponded in time, so that the user experience can be improved while the reasonable and accurate recommendation result can be ensured.

Description

technical field [0001] The embodiments of this specification belong to the field of computer technology, and in particular relate to an information recommendation device, method, equipment and system. Background technique [0002] In recent years, people have paid more and more attention to the financial market, and major financial companies can provide users with thousands of pieces of financial information every day for users to browse. As a leading enterprise in the financial industry, commercial banks provide users with more trustworthy financial information. [0003] At present, commercial banks provide users with rich and varied financial information. However, when most banks provide financial information services to users, all users receive the same information, which lacks pertinence. In this way, if all the information is pushed to the user, it will take a lot of time for the user to find the content they are interested in from the massive amount of information, t...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9535
CPCG06F16/9535Y02D10/00
Inventor 张亚泽张静狄潇然王志恒郑小虎朱阿龙
Owner BANK OF CHINA
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