Classification method, device, storage medium and computer equipment of user groups

Abstract

The invention discloses a user group classification method, device, storage medium and computer equipment. The method includes: obtaining the behavior data of the user group, and preprocessing the behavior data of the user group to obtain a behavior sequence data set with each user's username as the main object; The frequent behavior instruction combination is extracted and the frequency statistics are obtained to obtain the frequent instruction combination feature table; through the sequence comparison algorithm, the sequence matching score and the similarity score between the behavior sequences in the behavior sequence data set are calculated to obtain the sequence similarity Feature table; conduct frequency statistics on the behavior instructions in the behavior sequence data set to obtain the behavior instruction frequency feature table; use semi-supervised classification algorithm to classify and analyze the frequent instruction combination feature table, sequence similarity feature table and behavior instruction frequency feature table, Get user groups with different categories to improve classification efficiency.

Description

technical field [0001] The present invention relates to the technical field of big data processing, in particular to a user group classification method, device, storage medium and computer equipment. Background technique [0002] User group classification is a particularly important link in the development process of all walks of life with users as the operating carrier. When facing platforms with huge user groups such as e-commerce, public resource management, and information security management, how to achieve Group classification of independent user objects is a very difficult and important task. Compared with the traditional method of group classification based on user attribute construction features, the method of using user operation behavior as the original feature to divide user groups is obviously more innovative and effective, and, after dividing user groups according to user operation behavior , when applying its classified data to downstream work, it can also gi...

AI Technical Summary

Problems solved by technology

[0004] In view of this, the present application provides a user group classification method, device, storage medium and computer equipment, the main purpose of which is to solve the limited application scenarios, high labor cost and model training of the user group classification method in the prior art. technical inefficiencies

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