Invention Publication
- Patent Title: MULTI-GRAPH CONVOLUTION COLLABORATIVE FILTERING
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Application No.: US18154523Application Date: 2023-01-13
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Publication No.: US20230153579A1Publication Date: 2023-05-18
- Inventor: Jianing SUN , Yingxue ZHANG , Guo Huifeng , Ruiming TANG , Xiuqiang HE , Dengcheng ZHANG , Han YUAN
- Applicant: HUAWEI TECHNOLOGIES CO., LTD.
- Applicant Address: CN Shewnzhen
- Assignee: HUAWEI TECHNOLOGIES CO., LTD.
- Current Assignee: HUAWEI TECHNOLOGIES CO., LTD.
- Current Assignee Address: CN Shewnzhen
- Main IPC: G06N3/0464
- IPC: G06N3/0464 ; G06N3/08

Abstract:
Method and system for processing a bipartite graph that comprises a plurality of first nodes of a first node type, and a plurality of second nodes of a second type, comprising: generating a target first node embedding for a target first node based on features of second nodes and first nodes that are within a multi-hop first node neighbourhood of the target first node, the target first node being selected from the plurality of first nodes of the first node type; generating a target second node embedding for a target second node based on features of first nodes and second nodes that are within a multi-hop second node neighbourhood of the target second node, the target second node being selected from the plurality of second nodes of the second node type; and determining a relationship between the target first node and the target second node based on the target first node embedding and the target second node embedding.
Information query