公开(公告)号：US20240427821A1

公开(公告)日：2024-12-26

申请号：US18824490

申请日：2024-09-04

Applicant: MaShang Consumer Finance Co., Ltd.

Inventor： Hongyu ZHAO ,  Guoqing ZHAO ,  Ning JIANG ,  Bing XIAO

IPC: G06F16/906 ,  G06F16/901

Abstract: The present application provides a data processing method, a category identification method and a computer device, in which, firstly, node information is screened out based on node edge data and feature information, that is, K first nodes with rich structures and high feature discrimination are located, and then a feature similarity is calculated based on relevant information of the first nodes. On the other hand, since a calculation amount of the feature similarity of the node is relatively small, for a case that model training and prediction of node category are completed at the same time, a second node can include a node to be classified, and a model parameter used in category prediction is obtained by performing parameter iterative updating with taking the node to be classified as an unlabeled node.