公开(公告)号：US11789956B2

公开(公告)日：2023-10-17

申请号：US17489265

申请日：2021-09-29

Applicant: Electronics and Telecommunications Research Institute

Inventor： Yu Min Hwang ,  Byung Tak Lee

IPC: G06F16/00 ,  G06F16/2458 ,  G06F16/28

CPC classification number: G06F16/2465 ,  G06F16/285

Abstract: Provided is a method of extracting a mediator variable and a mediation influence from a multivariate set. The method includes: receiving a database in which a set of N multiple variables (N is a natural number) including at least one of discrete time series data or continuous time series data is stored; selecting a test variable set including an independent variable, a dependent variable, and a mediator variable from the database in which the multivariate set is stored; determining the mediator variable using transfer entropy and conditional transfer entropy for the selected test variable set; and calculating a mediation influence of the determined mediator variable, wherein the mediation influence is separately calculated as an individual causal influence of the mediator variable and a group causal influence of mediator variables.