User type identification method, device and equipment and storage medium

A technology of user type and identification method, which is applied in the computer field, can solve the problems of low identification accuracy and achieve the effect of improving efficiency

Active Publication Date: 2020-05-15
CHINA MOBILE GROUP JIANGSU +1
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  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, the recognition accuracy of the current user type recognition scheme is relatively low

Method used

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  • User type identification method, device and equipment and storage medium
  • User type identification method, device and equipment and storage medium
  • User type identification method, device and equipment and storage medium

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Embodiment Construction

[0027] The characteristics and exemplary embodiments of various aspects of the present invention will be described in detail below. In order to make the purpose, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments. It should be understood that the specific embodiments described here are only configured to explain the present invention, not to limit the present invention. It will be apparent to one skilled in the art that the present invention may be practiced without some of these specific details. The following description of the embodiments is only to provide a better understanding of the present invention by showing examples of the present invention.

[0028] It should be noted that in this article, relational terms such as first and second are only used to distinguish one entity or operation from another entity or operation...

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Abstract

The invention discloses a user type identification method, device and equipment, and a storage medium. The method comprises the steps: obtaining service data samples of M users; clustering the M usersinto N types of users according to user features in the service data sample and numerical values of the user features, wherein M and N are positive integers, and N is less than M; for each type of user, determining whether the type of user is a predetermined type of user according to the service data sample of the type of user; under the condition that a first type of user in the N types of usersis a predetermined type of user, updating a training set according to service data generated by the first type of user so as to identify whether a target user is the predetermined type of user or notaccording to the training set, wherein the data in the training set represents the predetermined type of user. According to the embodiment of the invention, the user type can be identified more accurately according to the training set.

Description

technical field [0001] The invention belongs to the field of computers, and in particular relates to a user type identification method, device, equipment and storage medium. Background technique [0002] In order to meet the timeliness requirements of business processing in the process of stream data processing, the system needs to provide high throughput and low latency processing capabilities, while reducing the mutual influence between different types of users. When processing business data, it is necessary to identify user types to ensure that the entire system performs corresponding business processing for different types of users, ensuring that all types of users can obtain satisfactory user experience on demand. [0003] The existing user type identification system mainly relies on querying the dictionary table, manually collecting the characteristics of various users in advance, inserting the characteristics of various users into the database or cache, and subsequent...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/2457G06K9/62
CPCG06F16/2457G06F18/23G06F18/214Y02D10/00
Inventor 王娟李睿
Owner CHINA MOBILE GROUP JIANGSU
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