EMPATHY FOSTERING BASED ON BEHAVIORAL PATTERN MISMATCH

Patent №

US 11,157,831

Granted

2021-10-26

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15722044

A cognitive system collects online behaviors of a user and an affinity group of users who are related (e.g. by relationship, or behavioral similarities) to the user. A knowledge base of behavior and sentiment patterns is produced and maintained. If real-time data for the user shifts in behavior and/or sentiment and significantly deviates from established patterns, the system looks for a similar behavior and/or sentiment pattern shift among members of the affinity group. If the affinity group patterns shift in a manner similar to the first user's pattern shift, the cognitive system, in response, updates the knowledge base with information related to the shift, thereby adding knowledge to the long-term patterns. If the cognitive system finds that the user's behavior and/or sentiment pattern shift differs significantly from the affinity group, the system generates an empathy fostering alert message and sends it to one or more recipients.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06N 20/00G06F 40/103G06F 40/30G06N 5/02G06F 40/279G06F 40/284

AI classification

Natural language1.00
Planning1.00
Machine learning1.00
Knowledge representation0.98
AI hardware0.94
Vision0.01
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 437500927

Assignors

GUIDOTTI, ALICE, ROSATI, LEONARDO, CERRI, FABIO, PASTORELLI, BERNARDO

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

From the same owner

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