Recommendation method and device, equipment and computer storage medium

A recommendation method and technology for recommending users, applied in the field of information processing

Active Publication Date: 2021-02-23
CHINA MOBILE SUZHOU SOFTWARE TECH CO LTD +1
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] In view of this, the main purpose of the embodiments of the present application is to provide a recommendation method and device, equipment and computer storage

Method used

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  • Recommendation method and device, equipment and computer storage medium
  • Recommendation method and device, equipment and computer storage medium
  • Recommendation method and device, equipment and computer storage medium

Examples

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Example Embodiment

[0033]In order to make the purpose, technical solutions, and advantages of the present application clearer, the specific technical solutions of the present application will be described in further detail below in conjunction with the drawings in the embodiments of the present application. The following examples are used to illustrate the application, but are not used to limit the scope of the application.

[0034]The embodiment of the application provides a recommendation method,figure 1 This is a schematic diagram of an implementation process of the recommendation method provided in the embodiments of this application, such asfigure 1 As shown, the method includes:

[0035]Step S101: Determine the interest tag of the user to be recommended based on the acquired DPI data of the user to be recommended; wherein, the DPI data characterizes the browsing behavior of the user to be recommended.

[0036]Here, step S101 may be implemented by the server. Since there is DPI data representing the brows...

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Abstract

The embodiment of the invention provides a recommendation method and device, equipment and a computer storage medium, and the method comprises the steps of determining an interest label of a to-be-recommended user based on the obtained DPI data of the to-be-recommended user; determining a candidate recommendation set based on at least two models, the interest label and the feature information of the multimedia to be recommended; determining a target recommendation result from the candidate recommendation set at least based on the category information of the to-be-recommended user; and sendingthe target recommendation result to the terminal of the to-be-recommended user. Therefore, the interest of the user is mined by utilizing the DPI data to supplement the dimension characteristics of the user, so that the authenticity problem of the traditional user dimension demographic information is solved; two models are adopted to obtain a candidate recommendation set, so that the diversity ofthe candidate recommendation set is improved while the recall rate is ensured; the target recommendation result is obtained by using the thought of classifying the users, so that the recommendation for the users is more targeted, and the user experience is improved.

Description

technical field [0001] The present application belongs to the technical field of information processing, and involves but is not limited to a recommendation method, device, equipment and computer storage medium. Background technique [0002] With the continuous development of mobile communication technology, people can browse all kinds of information on the Internet at will, such as entertainment multimedia information, or household daily necessities information, etc., and the network will also recommend various items to users according to their cost performance or uniqueness. The user chooses. [0003] There are two most mature recommendation algorithms in the existing recommendation system, namely collaborative filtering algorithm and recommendation system based on deep learning. The collaborative filtering algorithm is divided into user-based collaborative filtering and item-based collaborative filtering, but these two Collaborative filtering can only recommend products ...

Claims

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Application Information

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IPC IPC(8): G06F16/9535
CPCG06F16/9535
Inventor 刘松龚双双陈敏
Owner CHINA MOBILE SUZHOU SOFTWARE TECH CO LTD
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