Title:
USER PROFILE-BASED CLUSTERING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2020/151152
Kind Code:
A1
Abstract:
The present application relates to data analysis technology, and provides a user profile-based clustering method, comprising: obtaining user characteristics of a plurality of users and characteristic variables of the user characteristics; converting the user characteristics into word vectors; clustering the word vectors, and determining the category of each user characteristic; dividing the characteristic variables into continuous variables and discrete variables; quantizing the discrete variables and the continuous variables; screening the categories of preferred user characteristics, and assigning weights greater than 1 to the quantized discrete variables and continuous variables of the categories of the preferred user characteristics; and clustering all the quantized discrete variables and continuous variables to obtain a biased user characteristic cluster. The present application also provides an electronic device and a storage medium. The present application achieves targeted clustering on the basis that all characteristic information is retained.
Inventors:
JIN GE (CN)
XU LIANG (CN)
XU LIANG (CN)
Application Number:
PCT/CN2019/089151
Publication Date:
July 30, 2020
Filing Date:
May 30, 2019
Export Citation:
Assignee:
PING AN TECH SHENZHEN CO LTD (CN)
International Classes:
G06K9/62; G06Q40/08
Foreign References:
| CN108062375A | 2018-05-22 | |||
| CN104268290A | 2015-01-07 | |||
| CN109165383A | 2019-01-08 | |||
| CN109255715A | 2019-01-22 | |||
| CN108519993A | 2018-09-11 | |||
| CN109086787A | 2018-12-25 | |||
| CN106850314A | 2017-06-13 | |||
| CN107679946A | 2018-02-09 | |||
| US20180047036A1 | 2018-02-15 |
Attorney, Agent or Firm:
GRANDER IP LAW FIRM (CN)
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