SYSTEM AND METHOD FOR ENRICHING A CONCEPT DATABASE WITH HOMOGENOUS CONCEPTS

Patent №

US 10,691,642

Granted

2020-06-23

Filed 2017

Owner

CORTICA LTD

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15698317

A system and method for enriching a concept database with homogenous concepts. The method includes determining, based on signatures of a first multimedia content element (MMCE) and signatures of a plurality of existing concepts in the concept database, at least one first concept; generating a reduced representation of the first MMCE, wherein the reduced representation excludes the signatures of the first MMCE that match the at least one first concept; comparing the reduced representation to signatures representing a plurality of second MMCEs to select a first plurality of top matching second MMCEs; generating, based on the reduced representation and the first plurality of top matching second MMCEs, at least one second concept; determining, for each second concept, whether the second concept is a homogenous concept, wherein each homogenous concept uniquely represents the same content; and adding each homogenous concept to the concept database.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06F 16/1748G06F 16/215G06F 16/2228G06F 16/285G06F 16/41G06F 16/43G06F 16/48Y10S 707/99943+1 more

AI classification

Natural language1.00
Knowledge representation1.00
Planning0.99
AI hardware0.98
Vision0.95
Machine learning0.78
Evolutionary computation0.00
Speech0.00

Ownership

CORTICA LTD

assignment · 479780792

Assignors

RAICHELGAUZ, IGAL, ODINAEV, KARINA, ZEEVI, YEHOSHUA Y

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

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