SYSTEM AND METHODS FOR GENERATION OF A CONCEPT BASED DATABASE

Patent №

US 9,031,999

Granted

2015-05-12

Filed 2013

Owner

CORTICA, LTD.

Lab

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13766463

A method for generating a concept database respective of a plurality of multimedia data elements (MMDEs) comprises generating a plurality of items from a received MMDE of the plurality of MMDEs; determining the items that are of interest for signature generation; generating at least one signature responsive to at least one item of interest of the received MMDE of the plurality of MMDEs; clustering a plurality of signatures received from the signature generator responsive of the plurality of MMDEs; reducing the number of signatures in each cluster to a create a signature reduced cluster (SRC) of the cluster; associating metadata with the SRC to a concept structure comprised of a plurality of SRCs and their associated metadata; and generating at least one index for mapping the received MMDE to at least one concept structure, wherein the concept database includes concept structures and the generated indices for the plurality of MMDEs.

Machine learningNatural languageVisionKnowledge representationAI hardwareG06F 16/1748G06F 16/2228G06F 16/285G06F 16/41G06F 16/43G06F 16/48Y10S 707/99943Y10S 707/99948

AI classification

Vision0.93
Knowledge representation0.91
AI hardware0.87
Natural language0.77
Machine learning0.73
Planning0.00
Speech0.00
Evolutionary computation0.00

Ownership

CORTICA, LTD.

assignment · 298090742

Assignors

RAICHELGAUZ, IGAL, ORDINAEV, KARINA, ZEEVI, YEHOSHUA Y.

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

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