公开(公告)号：US20170098165A1

公开(公告)日：2017-04-06

申请号：US15383759

申请日：2016-12-19

Applicant: Huawei Technologies Co., Ltd.

Inventor： Qiang Yang ,  Yi Zhen ,  Wenyuan Dai

IPC: G06N5/04 ,  G06N99/00 ,  H04L29/08 ,  G06N7/00

CPC classification number: G06N5/04 ,  G06F16/9535 ,  G06N7/005 ,  G06N20/00 ,  G06Q30/0251 ,  G06Q50/01 ,  H04L67/10

Abstract: A method and an apparatus for establishing and using a user recommendation model in a social network. The method includes obtaining training data from the social network, performing heterogeneous data transfer learning on the training data to learn a semanteme of the training data, establishing an association between a user and the image data by using the text data as a medium, establishing a semantic association relationship between the image data and the user according to the semanteme of the training data and the association between the user and the image data, and establishing a user recommendation model according to the semantic association relationship, where the user recommendation model includes the semantic association relationship between the image data and the user.