DYNAMIC ALTERATION OF NOTIFICATION PREFERENCES WITHIN A COMMUNICATION PLATFORM

Patent №

US 11,601,516

Granted

2023-03-07

Filed 2021

Owner

ZOOM VIDEO COMMUNICATIONS, LTD.

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17390664

Methods and systems provide for dynamically altering notification preferences within a communication platform. The system receives one or more future events and one or more past events associated with a user of a communication platform; a notification associated with a future event; and a user behavioral profile associated with the user. The system determines whether one of the future events coincides with the notification time for the notification. The system then deploys an artificial intelligence (AI) model to analyze the user behavioral profile with respect to the event notifications at the notification time, the one or more past events, and any coinciding future events, and provide, based on the analysis, a prediction score for whether notification preferences associated with the notification should be altered for the user at the notification time. Finally, the system alters the notification preferences if the prediction score meets or exceeds an alteration threshold.

AI classification

Planning1.00
Machine learning1.00
AI hardware0.99
Knowledge representation0.98
Vision0.95
Natural language0.77
Evolutionary computation0.05
Speech0.00

Ownership

ZOOM VIDEO COMMUNICATIONS, LTD.

assignment · 570410001

Assignors

SPRINGER, SHANE

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

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