SYSTEMS AND METHODS FOR KEYWORD CATEGORIZATION

Patent №

US 11,487,803

Granted

2022-11-01

Filed 2020

Owner

WALMART APOLLO, LLC

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16777085

Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform: receiving a set of keywords from a graphical user interface of an electronic device of a user; pre-processing at least one keyword of the set of keywords; receiving a hierarchical categorization; pre-processing at least one category of the hierarchical categorization; determining a respective similarity between each of the at least one keyword of the set of keywords and each of the at least one category of the hierarchical categorization; determining a respective confidence level of a most likely category in the hierarchical categorization for each of the at least one keyword of the set of keywords using the respective similarity between each of the at least one keyword of the set of keywords and each of the at least one category of the hierarchical categorization; ranking each of the at least one keyword of the set of keywords using a respective importance of each keyword of the set of keywords and the respective confidence level of the most likely category in the hierarchical categorization; and altering a respective arrangement of at least one of the at least one keyword on the graphical user interface on the electronic device of the user based on the ranking. Other embodiments are disclosed herein.

AI classification

Natural language1.00
Machine learning1.00
Planning0.96
AI hardware0.95
Knowledge representation0.75
Speech0.02
Vision0.00
Evolutionary computation0.00

Ownership

WALMART APOLLO, LLC

assignment · 532620252

Assignors

WANG, ZIGENG, JIE, CHENG, SHEN, WEI

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

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