METHOD AND APPARATUS FOR EMBEDDING RELATIONAL NETWORK DIAGRAM

WIPO Patent Application WO/2020/015464

A1

Provided by the embodiments of the present description are a method and apparatus for embedding a relational network diagram into a multidimensional space, the method comprising: randomly determining an initial embedding vector Ci of each node i in a multidimensional space; obtaining neighbor nodes of each node i and the strength of association thereof with each neighbor node; determining a current embedding vector of the each neighbor node of the node i; forming a position initialization item and a position offset item of the nodes i on the basis of a predetermined attenuation coefficient, the strength of association and the current position of the neighbor nodes, and determining a current embedding vector of the nodes i accordingly; repeating the described steps until a convergence condition is satisfied, at which time the embedding vector of each node i in the multidimensional space may be determined. Thus, a relational network graph is efficiently embedded into the multi-dimensional space.

WO/2022/014793	ELECTRONIC DEVICE FOR PROGRESSIVE LOSSLESS SUMMARIZATION OF LARGE-SCALE GRAPH AND OPERATION METHOD THEREFOR
WO/2023/192676	DETERMINISTIC TRAINING OF MACHINE LEARNING MODELS
WO/2023/029275	DATA ASSOCIATION ANALYSIS METHOD AND APPARATUS, AND COMPUTER DEVICE AND STORAGE MEDIUM

XIANG BIAO (CN)
LIU ZIQI (CN)
ZHOU JUN (CN)
LI XIAOLONG (CN)

PCT/CN2019/089022

January 23, 2020

May 29, 2019

Click for automatic bibliography generation  

ALIBABA GROUP HOLDING LTD (CN)

G06F16/901

CN109063041A	2018-12-21
US20100121792A1	2010-05-13
CN107633263A	2018-01-26
CN107145977A	2017-09-08
CN107392782A	2017-11-24

BEIJING BESTIPR INTELLECTUAL PROPERTY LAW CORPORATION (CN)

View/Download PDF      PDF Help

Previous Patent: HOUSING, ELECTRONIC DEVICE, AND METHOD FOR MANUFACTURING HOUSING

Next Patent: BUILDING MATERIAL PRODUCT PREPARED USING BUILDING GYPSUM AND SLAKED LIME, AND PREPARATION METHOD FOR...