The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Dec. 28, 2021

Filed:

Feb. 27, 2020
Applicant:

Advanced New Technologies Co., Ltd., Grand Cayman, KY;

Inventor:

Longfei Li, Hangzhou, CN;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 20/40 (2012.01); G06F 16/9038 (2019.01); G06F 16/906 (2019.01); G06F 17/18 (2006.01); G06N 3/08 (2006.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06F 16/906 (2019.01); G06F 16/9038 (2019.01); G06F 17/18 (2013.01); G06N 3/088 (2013.01); G06N 5/025 (2013.01);
Abstract

The present specification discloses a method and an apparatus for training a transaction feature generation model, and a method and an apparatus for generating a transaction feature. The method for generating a transaction feature can include the following: obtaining a target dataset, where the target dataset includes some pieces of transaction data; obtaining some original features of the transaction data and determining one or more combination methods for the original features; determining a feature vector of a new feature that is obtained by combining the original features based on each combination method; inputting the feature vector into a trained transaction feature generation model, and outputting a prediction result of the new feature; and selecting some new features whose prediction results meet a specified condition as transaction features generated for the target dataset.


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