METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR DATA INDEXING

Patent №

US 11,620,269

Granted

2023-04-04

Filed 2020

Owner

EMC IP HOLDING COMPANY LLC

Lab

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16916693

Embodiments of the present disclosure provide a method, an electronic device, and a computer program product for data indexing. The method for data indexing includes obtaining a plurality of data blocks for storage. The method further includes generating a plurality of vectorized representations of the plurality of data blocks so that a difference between vectorized representations of data blocks with a higher similarity among the plurality of data blocks is smaller. The method further includes storing the plurality of vectorized representations for indexing the plurality of data blocks respectively. The vectorized representations serve as indexes of the data blocks, and the vectorized representations may be used to effectively measure similarities between the data blocks, thereby providing the possibility of performing a fuzzy search of the data blocks based on the similarities.

Machine learningNatural languageKnowledge representationAI hardwareG06F 16/2228G06F 18/2148G06F 18/2413G06F 18/24147G06N 3/02G06N 3/0464G06N 3/08G06N 3/09+2 more

AI classification

Natural language0.99
AI hardware0.90
Machine learning0.88
Knowledge representation0.77
Vision0.08
Planning0.00
Speech0.00
Evolutionary computation0.00

Ownership

EMC IP HOLDING COMPANY LLC

assignment · 532890586

Assignors

CHEN, QIANG, WU, PENGFEI

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

From the same owner

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