Method and device for identifying social service characteristics user

A technology of business characteristics and users, which is applied in the computer field, can solve the problems of unrecognizable users and low recognition accuracy, and achieve the effect of improving accuracy and increasing data volume

Active Publication Date: 2017-05-24
阿里巴巴(上海)有限公司
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0008] In summary, these methods for identifying users have...

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  • Method and device for identifying social service characteristics user
  • Method and device for identifying social service characteristics user

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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 invention provides a method and a device for identifying a social service characteristics user. The method comprises the steps of acquiring user data of candidate users, and searching the social service characteristics user from part of the candidate users according to first social attribute data; training a classifier by use of second social attribute data and second service object attribute data of the social service characteristics user; and inputting the first social attribute data and first service object attribute data of neighboring users into the classifier, and outputting a result whether the neighboring users are the social service characteristics user in a time period after the first time period, wherein the neighboring users are the candidate users except the social service characteristics user. The embodiment increases the data size with relevance, improves the accuracy degree of the classifier, further improves the identification accuracy degree, and can identify the potential social service characteristics user 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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IPC IPC(8): G06F17/30G06Q50/00G06N20/00
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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