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Function recommendation method and function recommendation device applied to electronic equipment

An electronic device, a technology for recommending methods, applied in the field of computers, to achieve the effect of saving storage space

Active Publication Date: 2019-10-25
INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of this, the present disclosure provides a function recommendation method and device for electronic devices that combine knowledge graphs to solve the problem of user cold start caused by missing data

Method used

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  • Function recommendation method and function recommendation device applied to electronic equipment
  • Function recommendation method and function recommendation device applied to electronic equipment
  • Function recommendation method and function recommendation device applied to electronic equipment

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Embodiment Construction

[0031] Hereinafter, embodiments of the present disclosure will be described with reference to the drawings. It should be understood, however, that these descriptions are exemplary only, and are not intended to limit the scope of the present disclosure. In the following detailed description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of the embodiments of the present disclosure. It may be evident, however, that one or more embodiments may be practiced without these specific details. Also, in the following description, descriptions of well-known structures and techniques are omitted to avoid unnecessarily obscuring the concepts of the present disclosure.

[0032] The terminology used herein is for the purpose of describing particular embodiments only, and is not intended to be limiting of the present disclosure. The terms "comprising", "comprising", etc. used herein indicate the presence of stated features,...

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Abstract

The invention provides a function recommendation method applied to electronic equipment. The method comprises the steps: obtaining first user information of a first user, wherein the first user information comprises first user feature information; generating a first feature vector according to the first user information and the knowledge graph; processing the first feature vector by adopting a neural network model, and determining scores of the plurality of functions for the first user; and determining a function to be recommended to the first user in the plurality of functions according to the scores of the plurality of functions for the first user, wherein the knowledge graph comprises nodes for the first user characteristic information and nodes for multiple functions, the nodes for thefirst user characteristic information point to the nodes for the first user characteristic information. The invention further provides a function recommendation device applied to the electronic equipment, the electronic equipment and a computer readable storage medium.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and more specifically, to a function recommendation method and device applied to electronic equipment, an electronic equipment, and a computer-readable storage medium. Background technique [0002] With the rapid development of electronic technology, various application programs applied to electronic devices emerge as the times require, so as to provide various functions to users. In order to provide users with various functions through the application program, various service portals may be integrated in the application program. [0003] In the process of realizing the concept of the present disclosure, the inventors found that there are at least the following problems in related technologies: the distribution of commonly used functions by different users is often different, but generally conforms to the power law distribution, that is, the frequency of most functions used by users is...

Claims

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Application Information

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IPC IPC(8): G06F16/9535G06F16/901G06N3/08
CPCG06N3/08G06F16/9024G06F16/9535
Inventor 张向东罗涛施佳子
Owner INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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