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.
AI classification
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.