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User relationship mining method and device, electronic equipment and storage medium

A relationship mining and user technology, applied in data processing applications, electrical digital data processing, special data processing applications, etc., can solve the problems that complex user social networks cannot be applied

Active Publication Date: 2019-12-10
JINGDONG TECH HLDG CO LTD
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  • Description
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  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The purpose of the present disclosure is to provide a user relationship mining method, a user relationship mining device, an electronic device, and a computer-readable storage medium, and then at least to a certain extent overcome the complex user social network in which the method of analyzing user relationships based on the LPA algorithm is actually applied Questions that do not apply

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  • User relationship mining method and device, electronic equipment and storage medium
  • User relationship mining method and device, electronic equipment and storage medium
  • User relationship mining method and device, electronic equipment and storage medium

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Embodiment Construction

[0046] Example embodiments will now be described more fully with reference to the accompanying drawings. However, the example embodiments can be implemented in various forms, and should not be construed as being limited to the embodiments set forth herein; on the contrary, these embodiments are provided so that this disclosure will be comprehensive and complete, and fully convey the concept of the example embodiments To those skilled in the art. In the figures, the same reference numerals denote the same or similar parts, and thus their repeated description will be omitted.

[0047] Furthermore, the described features, structures or characteristics may be combined in one or more embodiments in any suitable manner. In the following description, many specific details are provided to give a sufficient understanding of the embodiments of the present disclosure. However, those skilled in the art will realize that the technical solutions of the present disclosure can be practiced wit...

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Abstract

The invention relates to a user relationship mining method and device, electronic equipment and a computer readable storage medium, relates to the technical field of big data analysis and mining. Theinvention can be applied to an application scene of analyzing user behaviors to complete user relationship mining. The user relationship mining method comprises the steps of obtaining user relationship data, and determining a user label of a to-be-processed user in the user relationship data; wherein the to-be-processed user comprises a target user and a neighbor user of the target user; obtainingthe maximum grouping number; performing label updating operation on the user label of the target user according to the maximum grouping number and the user label of the neighbor user so as to determine a result label of the target user; and determining a user group of the target user according to the result label. The user relationship can be analyzed through different dimensions, namely, coarse-grained analysis taking the community as the object and fine-grained analysis taking the user as the object.

Description

Technical field [0001] The present disclosure relates to the technical field of big data analysis and mining, and in particular, to a user relationship mining method, a user relationship mining device, electronic equipment, and a computer-readable storage medium. Background technique [0002] In the practice of e-commerce business, with the continuous expansion of the business scope, the number of users has become increasingly saturated. For the construction of user portraits, the analysis of user behavior has become an important research topic. The mining of user relationships can be used as an important means of precision marketing. [0003] At present, the label propagation algorithm (Label Propagation Algorithm, LPA) can be used to analyze user relationships. However, in complex user social networks in actual applications, because in each iteration of the calculation, the neighbor label of a node is not unique. It is difficult to achieve the convergence condition of iterating ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9536G06Q30/06
CPCG06F16/9536G06Q30/0601
Inventor 宋宇航
Owner JINGDONG TECH HLDG CO LTD
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