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User division method and system, computer equipment and readable storage medium

A technology of users and statistical institutes, applied in the field of big data, it can solve the problems of refined services, uncombined user division, effective mining of diverse data, etc., to achieve the effect of precise division

Active Publication Date: 2021-04-27
SHANGHAI BILIBILI TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] However, on the one hand, due to the diversity of data types and the limitation of basic data accumulation, user segmentation has not been combined with diverse data for effective mining, resulting in inaccurate user segmentation results, which cannot provide users with more refined services

Method used

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  • User division method and system, computer equipment and readable storage medium
  • User division method and system, computer equipment and readable storage medium
  • User division method and system, computer equipment and readable storage medium

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Embodiment Construction

[0054]In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0055] figure 1 An application environment diagram of the user division method of the present invention. A plurality of first users upload a plurality of manuscript data with labels to the video playing platform, and the user classification system acquires the plurality of manuscript data, and clusters them into a plurality of themes according to the manuscript data. For example: the user d...

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Abstract

The invention discloses a user division method and system, computer equipment and a readable storage medium, and the method comprises the steps: obtaining a plurality of manuscript data uploaded by a first user, generating a theme corresponding to each manuscript data according to the manuscript data, and then obtaining the operation information of a second user for the first user in a preset time period; and generating a corresponding heterogeneous network according to the theme and the operation information, and then clustering the second users according to the heterogeneous network, so that the second users of the same type form a community according to a clustering result to divide the second users. According to the method and the system, multiple types of data can be mined and processed to achieve accurate division of users, so that more refined services can be provided for the users according to division results of the users.

Description

technical field [0001] The invention relates to the field of big data, in particular to a user division method, system, computer equipment and readable storage medium. Background technique [0002] With the rapid development of the Internet, the amount of information on major websites has increased dramatically, and it has become extremely difficult to classify users of major websites from the massive data. At present, the general methods of user segmentation are mainly: (1) user segmentation based on demographic attributes; (2) user segmentation based on social relations. [0003] However, on the one hand, due to the diversity of data types and the limitation of basic data accumulation, user segmentation has not been combined with diverse data for effective mining, resulting in inaccurate user segmentation results, which cannot provide users with more refined services. On the other hand, even though the diversity of data makes it possible to find out the reasons, it puts ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9535G06F16/9536G06K9/62
CPCG06F16/9535G06F16/9536G06F18/23Y02P90/30
Inventor 陈家伟
Owner SHANGHAI BILIBILI TECH CO LTD
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