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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  • Abstract
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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 recommenda

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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

Examples

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[0057] In order to make the objectives, technical solutions, and advantages of the present application clearer, the technical solutions of the present application will be described clearly and completely in conjunction with specific embodiments of the present application and the corresponding drawings. Obviously, the described embodiments are only a part of the embodiments of the present application, rather than all the embodiments. Based on the embodiments of this specification, all other embodiments obtained by those of ordinary skill in the art without creative work should fall within the protection scope of this application.

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

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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...

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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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