Invention Grant
- Patent Title: Graph analytics using random graph embedding
-
Application No.: US16146700Application Date: 2018-09-28
-
Publication No.: US10936658B2Publication Date: 2021-03-02
- Inventor: Lingfei Wu , Kun Xu , Wei Zhang
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: Amin, Turocy & Watson, LLP
- Main IPC: G06F16/00
- IPC: G06F16/00 ; G06F16/901 ; G06F17/16 ; G06N20/00

Abstract:
Systems, computer-implemented methods, and computer program products that facilitate task-dependent analysis of various types of data graphs, based at least on generation of a random graph based on node embeddings corresponding to a data graph, and compution of a graph feature matrix corresponding to the data graph based on a distance between the random graph and the data graph.
Information query