A method and device for identifying social service feature users

A technology of business characteristics and identification methods, applied in the computer field, can solve problems such as low identification accuracy and failure to identify users, and achieve the effect of improving accuracy and increasing data volume

Active Publication Date: 2020-08-11
阿里巴巴(上海)有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0008] In summary, these methods for identifying users have low recognition accuracy and cannot identify some potential users

Method used

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  • A method and device for identifying social service feature users
  • A method and device for identifying social service feature users

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Experimental program
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Embodiment Construction

[0078] In order to make the above objects, features and advantages of the present application more obvious and comprehensible, the present application will be further described in detail below in conjunction with the accompanying drawings and specific implementation methods.

[0079] refer to figure 1 , which shows a flow chart of the steps of an embodiment of a method for identifying a social service feature user of the present application, which may specifically include the following steps:

[0080] Step 101, acquiring user data of candidate users;

[0081] In a specific implementation, the embodiment of the present application can be applied to a cloud computing platform, that is, a server cluster, such as a distributed system, which stores business objects of a large number of users. In addition, the cloud computing platform can be integrated with social networks (such as microblogs, forums, etc.) , blog, etc.) interoperability, that is, the same user has business objects...

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Abstract

The embodiment of the present application provides a method and device for identifying users with social service characteristics, the method includes: acquiring user data of candidate users, mining social service characteristic users from some candidate users according to the first social attribute data; using The second social attribute data and the second business object attribute data of the social business feature user train a classifier; the first social attribute data and the first business object attribute data of the neighbor user are input into the classifier, and the neighbor A result of whether the user is a social service feature user for a period of time after the first time period, and the neighbor user is a candidate user other than the social service feature user. The embodiment of the present application increases the amount of relevant data, improves the accuracy of the classifier, and further improves the accuracy of identification, and can identify potential social service feature users in the first time period.

Description

technical field [0001] The present application relates to the technical field of computers, in particular to a method for identifying users with social service features and a device for identifying users with social service features. Background technique [0002] The rapid development of the network has brought people into the era of information society and network economy, and has had a profound impact on the development of enterprises and personal life. [0003] In order to improve the accuracy of services, many websites identify users and provide services to users in the group according to the characteristics of the group. [0004] For example, the latest sports news is provided to the users of the sports-loving group, the latest animation information is provided to the users of the animation-loving group, and so on. [0005] At present, the identification of users is generally clustered through the similarity between user behaviors, and users with similar behaviors are ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/35G06Q50/00G06N20/00
CPCG06F16/35G06F16/355G06Q50/01G06N20/00G06F16/248G06F16/285H04L51/52
Inventor 叶舟王瑜陈凡杨洋毛庆凯杜楠楠王辉杜芳雪袁飞
Owner 阿里巴巴(上海)有限公司
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