METHOD AND SYSTEM FOR TOPIC DISAMBIGUATION AND CLASSIFICATION

Patent №

US 11,601,510

Granted

2023-03-07

Filed 2021

Owner

TWITTER, INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17497613

A method for generating recommendations involves selecting a first platform message, making a first determination that the first platform message is potentially associated with a plurality of topics including a first topic and a second topic, obtaining additional information associated with the first platform message including at least one of information about an account that authored the first platform message and information about third party accounts engaging with the first platform message, making a second determining that the first platform message is associated with the first topic using the plurality of topics and at least a portion of the additional information, wherein the first topic is an initial classification of the first platform message, generating a recommendation for at least one account based on the second determination, and providing the recommendation to at least one account.

Machine learningNatural languageKnowledge representationPlanningAI hardwareH04L 67/306G06F 16/9535G06F 40/30G06Q 10/40G06Q 30/00H04L 51/52H04L 67/53H04W 4/21

AI classification

Natural language1.00
Planning1.00
Knowledge representation0.99
Machine learning0.93
AI hardware0.53
Vision0.03
Speech0.02
Evolutionary computation0.00

Ownership

TWITTER, INC.

assignment · 589300060

Assignors

KOLCZ, ALEK

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

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