NEURAL SYMBOLIC-BASED RULE GENERATION METHOD AND DEVICE, FOR INFERRING INTENTION OF USER

WIPO Patent Application WO/2022/103081

A1

Disclosed are a neural symbolic-based rule generation method and device, for inferring an intention of a user. Provided, according to the present invention, is a neural symbolic-based rule generation device comprising: a processor; and a memory connected to the processor. The memory comprises program instructions performable by the processor so as to: collect, from a living environment of a user, perception information including an action and a pose; convert the collected perception information into triple data by using an ontology defined with respect to a relationship between an intention of the user and the perception information; embed, in a multidimensional space, a vector associated with a relation and entities of the converted triple data; when a target triple, expressing an intention of the user, is inputted, update parameters of a preset rule template through the modules AND, OR, Unify and Aggregation of a Neural Theorem Prover (NTP); and, through the parameter update, generate a rule having, as a condition thereof, one or more perception information indicating characteristics of the target triple.

PARK YOUNG TACK (KR)
PARK HYUN KYU (KR)
SHIN WON CHUL (KR)
ROH JAE SEUNG (KR)

PCT/KR2021/015998

May 19, 2022

November 05, 2021

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FOUNDATION SOONGSIL UNIV INDUSTRY COOPERATION (KR)

G06N5/02; G06N3/08; G06N5/04

KR102140585B1	2020-08-03
KR20190102702A	2019-09-04
KR20080050976A	2008-06-10
KR20110104165A	2011-09-22
US20160335485A1	2016-11-17

SONG, In-Ho (KR)

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