WORD REPETITION IN SEPARATE CONVERSATIONS FOR DETECTING A SIGN OF COGNITIVE DECLINE

Patent №

US 11,024,329

Granted

2021-06-01

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15938693

A computer-implemented method for supporting detection of a sign of cognitive decline is disclosed. In the method, two or more sets of conversation data of a target individual are obtained. The method includes combining at least two sets of the conversation data corresponding to plural different days to generate a combined set and extracting one or more linguistic features that represent vocabulary richness from at least the combined set. A feature that characterizes word repetitiveness in conversations across the plural different days of the target individual is calculated from the one or more linguistic features. The feature that characterizes the word repetitiveness is output.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 40/242G10L 25/66A61B 5/4076A61B 5/4088A61B 5/4803A61B 5/4842G06F 40/216G06F 40/253+5 more

AI classification

Natural language1.00
Speech1.00
Machine learning0.99
Knowledge representation0.99
Planning0.57
AI hardware0.50
Evolutionary computation0.24
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 453760986

Assignors

SHINKAWA, KAORU, YAMADA, YASUNORI

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

From the same owner

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