INTENTION IDENTIFICATION METHOD, INTENTION IDENTIFICATION APPARATUS, AND COMPUTER-READABLE RECORDING MEDIUM

Patent №

US 11,468,233

Granted

2022-10-11

Filed 2020

Owner

RICOH COMPANY, LTD.

Lab

AI components

7

ml · nlp · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16750182

An intention identification method includes generating a heterogeneous text network based on a language material sample; using a graph embedding algorithm to perform learning with respect to the heterogeneous text network and obtain a vector representation of the language material sample and a word, and determining keywords of the language material sample based on a similarity in terms of a vector between the language material sample and the word in the language material sample; training an intention identification model until a predetermined training termination condition is satisfied, by using the keywords of the language material samples, and obtaining the trained intention identification model; and receiving a language material query, and using the trained intention identification model to identify an intention of the language material query.

Machine learningNatural languageVisionSpeechKnowledge representationPlanningAI hardwareG06F 40/216G06F 16/243G06F 40/211G06F 40/284G06F 40/30G06F 40/56Y02D 10/00

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Vision1.00
AI hardware1.00
Planning0.99
Knowledge representation0.91
Evolutionary computation0.05

Ownership

RICOH COMPANY, LTD.

assignment · 515950038

Assignors

LIANG, LIANG, DING, LEI, DONG, BIN, JIANG, SHANSHAN, TONG, YIXUAN

On an employer assignment, the assignors are typically the inventors.

From the same owner

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