REAL-TIME CLASSIFICATION OF EVOLVING DICTIONARIES

Patent №

US 10,691,770

Granted

2020-06-23

Filed 2017

Owner

COLOSSIO, INC.

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15817597

A method including identifying an emotion identifier from a message using an emotion identifier table is provided. The method includes separating emotion identifier from the message, splitting a portion into multiple tokens delimited by a space or a punctuation mark, and determining a score for the message based on an emotion score in the emotion identifier table, and on at least one of the multiple tokens. The method includes adding a token from the multiple tokens to the emotion identifier table based on a contribution from the token to the message score, associating a sentiment score for the token in the emotion identifier table based on the contribution of the token to the message score, and modifying an emotion score of the token when the token is already included in the emotion identifier table based on the contribution of the token to the message sentiment score.

Machine learningNatural languageKnowledge representationPlanningB65G 1/0464G06N 3/084G06N 3/09G06Q 30/0201B65G 2201/0258G06F 16/958G06F 40/284G06F 40/30+5 more

AI classification

Natural language1.00
Planning1.00
Knowledge representation0.96
Machine learning0.86
AI hardware0.47
Vision0.41
Evolutionary computation0.03
Speech0.00

Ownership

COLOSSIO, INC.

assignment · 441770396

Assignors

JAROCH, JOSEPH A.

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

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