COGNITIVE ASSESSMENT BASED RECOMMENDATIONS

Patent №

US 11,276,005

Granted

2022-03-15

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

7

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

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16202843

An approach is provided for generating cognitive assessment based recommendations. Information about a user is collected. A knowledge domain and sub-domain of the user is determined. Knowledge sources for the knowledge domain and sub-domain are determined. Based on an analysis of the collected information by a personality analysis service using natural language processing, personality traits, needs, and values of the user are determined. Based on an analysis of the knowledge sources and the personality traits, needs, and values of the user by a scenario analysis service, the knowledge sources are ranked. Experts in the knowledge domain and sub-domain are identified by scanning a ranked list of first level contacts and second level contacts of the user. Based on the personality traits, needs, and values, the knowledge sources, and the experts, suggestions for an advancement of a career of the user are generated.

Machine learningNatural languageVisionSpeechKnowledge representationPlanningAI hardwareG06N 5/04G06F 16/338G06Q 50/2057H04L 67/306H04L 67/535G06N 20/00G06Q 10/40

AI classification

Natural language1.00
Knowledge representation1.00
Speech1.00
Planning1.00
Machine learning1.00
AI hardware1.00
Vision0.69
Evolutionary computation0.41

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 476090594

Assignors

BORGES, GABRIEL PEREIRA, SILVEIRA, FABIO LUIS FUJII, SILVA CHIARINELLI, RAFAEL DA, DE LIMA, ARGEMIRO JOSE

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

From the same owner

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