COGNITIVE MONITORING OF ONLINE USER PROFILES TO DETECT CHANGES IN ONLINE BEHAVIOR

Patent №

US 11,049,604

Granted

2021-06-29

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16142232

According to one or more embodiments of the present invention, a computer-implemented method includes creating a baseline online behavior profile of a user at a time t1 based on a usage of a social network by the user. The method further includes continuously monitoring an online behavior profile of the user on the social network and in response to detecting a deviation between the online behavior profile and the baseline online behavior profile, creating a changed online behavior profile of the user at a time t2, t2>t1. The method further includes extracting keywords from a plurality of online posts associated with the user, the online posts being from time t1 until time t2. The method further includes determining an event associated with the extracted keywords. The method further includes in response to the event being of a predetermined type, sending a notification to another user.

Machine learningNatural languagePlanningAI hardwareG16H 20/70G06F 16/9535G06F 16/955G06Q 10/40G06Q 30/0201G16H 10/60H04L 67/306H04L 67/535+1 more

AI classification

Natural language1.00
Planning1.00
Machine learning0.95
AI hardware0.90
Knowledge representation0.10
Evolutionary computation0.07
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 469770927

Assignors

CHAKRA, AL, GHAFFAR, FAISAL, ABDUL WAKEEL, AHMAD, CARR, KEVIN

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

From the same owner

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