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Target user recommendation method and system and electronic equipment

A recommendation method and target user technology, applied in the field of system and electronic equipment, target user recommendation method, can solve the problem of not being able to select target users, and achieve the effect of improving accuracy

Pending Publication Date: 2019-10-25
ADVANCED NEW TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In order to solve the above technical problems, the main purpose of the embodiments of this specification is to provide a target user recommendation method, system and electronic equipment to solve the technical problem in the prior art that target users cannot be selected through better methods

Method used

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  • Target user recommendation method and system and electronic equipment
  • Target user recommendation method and system and electronic equipment
  • Target user recommendation method and system and electronic equipment

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Embodiment Construction

[0057] In order to make the purpose, technical solution and advantages of the present application clearer, the technical solution of the present application will be clearly and completely described below in conjunction with specific embodiments of the present application and corresponding drawings. Apparently, the described embodiments are only some of the embodiments of this application, not all of them. Based on the embodiments of 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 this application.

[0058]In Internet products, as people's needs for using products change, these Internet products also change with users' needs for using them. In the tide of the Internet, more and more Internet products appear in front of users to meet the various needs of users. For each Internet product, the user is God. In order to push more valuable benefits to users who are more w...

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Abstract

The embodiment of the invention discloses a target user recommendation method, and the method comprises the steps: extracting a first sample set and a second sample set, enabling the first sample setto comprise the features of a user group in a source field, and enabling the second sample set to comprise the features of the user group in a target field, wherein the data size of the features in the source domain is greater than that of the features in the target domain; utilizing the first sample set and the second sample set to train a basic neural network model in a transfer learning mode toobtain a target neural network model; extracting features of a to-be-recommended user and taking the features as input of the target neural network model, and then obtaining a recommendation probability of the to-be-recommended user; and enabling the target neural network model to sort the recommendation probabilities of the to-be-recommended users, determine the target users according to a sorting result, and complete recommendation of the target users.

Description

technical field [0001] The embodiments of this specification relate to the field of information processing, and in particular to a method, system and electronic device for recommending target users. Background technique [0002] With the development of computer technology, the Internet has played an increasingly important role in people's lives and brought great convenience to people's lives. Some Internet-based products have also grown rapidly with the development of the Internet. Different Internet products have different functions. Of course, different Internet products play different roles in people's lives. [0003] The design of some Internet products is adjusted based on the usage of users. In these Internet products, factors such as the number of users and the use of products determine the development status of these Internet products. Each Internet product needs more users to use it and consume later, so these Internet products need to use better methods to attract...

Claims

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Application Information

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IPC IPC(8): G06Q30/02G06Q30/06
CPCG06Q30/0201G06Q30/0202G06Q30/0222G06Q30/0601G06Q30/0631
Inventor 王艺林王哲
Owner ADVANCED NEW TECH CO LTD
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