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Title:
USER CLASSIFICATION METHOD AND APPARATUS, COMPUTER DEVICE AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2021/203854
Kind Code:
A1
Abstract:
An intelligent decision-based user classification method and apparatus, a computer device and a storage medium. Said method comprises: acquiring a cluster distribution feature map of an SOM network trained according to a sample data set, the sample data set comprising sample user data; determining the number of clusters of the trained SOM network on the basis of the cluster distribution feature map; adjusting the number of initial nodes of an original SOM network according to the number of clusters, so as to determine the number of available SOM network nodes, and obtain an available SOM network; performing, according to the available SOM network, clustering analysis on a data set to be processed, and determining a clustering result of said data set, said data set being generated according to user data to be processed; and obtaining a corresponding user classification result according to the clustering result. The method implements the self-organizing mapping function using the SOM network, and digs out the cluster distribution contained in high-dimensional data, thereby improving the efficiency and accuracy of the whole clustering process, and achieving the accurate classification of users.

Inventors:
KONG, Qingyang (CN)
Application Number:
PCT/CN2021/077380
Publication Date:
October 14, 2021
Filing Date:
February 23, 2021
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Assignee:
ONE CONNECT SMART TECHNOLOGY CO., LTD. (SHENZHEN) (CN)
International Classes:
G06K9/62
Attorney, Agent or Firm:
SCIHEAD IP LAW FIRM (CN)
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