GENERATING A DOMAIN ONTOLOGY USING WORD EMBEDDINGS

Patent №

US 10,248,718

Granted

2019-04-02

Filed 2016

Owner

ACCENTURE GLOBAL SOLUTIONS LIMITED

Lab

AI components

5

ml · nlp · vision · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15189569

A device may receive a text, from a text source, in association with a request to generate an ontology for the text. The device may generate a set of word vectors from a list of terms determined from the text. The device may determine a quantity of term clusters to be generated to form the ontology based on the set of word vectors. The device may generate term clusters based on the quantity of term clusters, attributes, and/or non-hierarchical relationships. The term clusters may be associated with concepts of the ontology. The device may provide the term clusters for display via a user interface associated with a device.

AI classification

Natural language1.00
Planning1.00
Machine learning0.99
Vision0.99
Knowledge representation0.98
Evolutionary computation0.35
AI hardware0.31
Speech0.00

Ownership

ACCENTURE GLOBAL SOLUTIONS LIMITED

assignment · 393390102

Assignors

PODDER, SANJAY, GUPTA, NIHARIKA, KARUKAPADATH MOHAMEDRASHEED, ANNERVAZ, SENGUPTA, SHUBHASHIS

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

© 2026 NYSGPT2525 LLC