公开(公告)号：US20240250958A1

公开(公告)日：2024-07-25

申请号：US18014287

申请日：2021-12-27

Applicant: GOOGLE LLC

Inventor： Amitabha Roy ,  Nasrin Baratalipour ,  Vinit Jogani ,  Pushkarini Agharkar

IPC: H04L9/40 ,  G06N3/0464

CPC classification number: H04L63/14 ,  G06N3/0464

Abstract: A method and system for classifying assets by features of individual entities and relations of the individual entities to the assets using a neural network is disclosed herein. The method comprises aggregating, at each of a plurality of aggregator nodes, data regarding features of each node in each distant neighborhood of a multiplicity of distant neighborhoods; updating, at each of the plurality of aggregator nodes, a state of the aggregator node by assigning a weight to each of the features of the corresponding distant neighborhood; updating, at the seed node, a state of the seed node by performing convolutional analysis of each node in a local neighborhood surrounding the seed node; and determining a label of the seed node based on the state of the seed node.