Invention Application
- Patent Title: METHOD AND APPARATUS FOR GENERATING NODE REPRESENTATION, ELECTRONIC DEVICE AND READABLE STORAGE MEDIUM
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Application No.: US17578683Application Date: 2022-01-19
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Publication No.: US20230004774A1Publication Date: 2023-01-05
- Inventor: Weibin LI , Zhifan ZHU , Shikun FENG , Shiwei HUANG , Jingzhou HE
- Applicant: BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
- Applicant Address: CN Beijing
- Assignee: BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
- Current Assignee: BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
- Current Assignee Address: CN Beijing
- Priority: CN202110732838.X 20210630
- Main IPC: G06N3/04
- IPC: G06N3/04 ; G06N3/08

Abstract:
The present disclosure provides a method and apparatus for generating a node representation, an electronic device and a readable storage medium, and relates to the field of deep learning technologies. The method for generating a node representation includes: acquiring a heterogeneous graph to be processed; performing a sampling operation in the heterogeneous graph to be processed according to a first meta path, so as to obtain at least one first walk path; obtaining an initial node representation of each node in the heterogeneous graph to be processed according to the at least one first walk path; and generating the final node representation of each node according to the initial node representation of each node and initial node representations of neighbor nodes of each node. With the present disclosure, accuracy of the generated node representation may be improved.
Information query