The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 25, 2022

Filed:

Jul. 28, 2020
Applicant:

Fujitsu Limited, Kawasaki, JP;

Inventors:

Jun Wang, San Jose, CA (US);

Kanji Uchino, Santa Clara, CA (US);

Assignee:

FUJITSU LIMITED, Kawasaki, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/903 (2019.01); G06F 16/906 (2019.01); G06F 16/9035 (2019.01); G06F 17/18 (2006.01); G06F 16/901 (2019.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 16/90335 (2019.01); G06F 16/906 (2019.01); G06F 16/9024 (2019.01); G06F 16/9035 (2019.01); G06F 17/18 (2013.01); G06N 3/08 (2013.01);
Abstract

A method includes seed expansion using Graph Neural Network (GNN). The method includes retrieving a first plurality of seed accounts based on a first user input indicative of domain-specific information associated with the first plurality of seed accounts. The method further includes determining a second plurality of seed accounts based on the first plurality of seed accounts associated with the domain-specific information, for training a GNN. The method further includes updating the retrieved first plurality of seed accounts and the determined second plurality of seed accounts based on the trained GNN. The method further includes generating a final set of seed accounts associated with the domain-specific information, based on an application of a predefined ranking criteria on the updated first plurality of seed accounts and the second plurality of seed accounts. The method further includes controlling a display screen to output the generated final set of seed accounts.


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