FINDING A BEST MATCHING STRING AMONG A SET OF STRINGS

Patent №

US 10,318,239

Granted

2019-06-11

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15446537

A method for finding a best matching string among a set of strings for a reference string includes representing, for each of the set of strings paired with the reference string, a dynamic programming problem for calculating a final alignment score as a matrix of cells, and calculating a current optimal alignment boundary threshold. The method also includes executing, for each string of the set of strings, a calculation of a prospective final alignment score of a candidate alignment of the each of the set of strings and the reference string for each cell. Based on determining, that prospective final alignment score improves the current optimal alignment boundary threshold, the method includes calculating a final alignment score for the string of the set of strings associated with the cell. Otherwise, the method includes aborting the calculation of a candidate alignment covering the string associated with the cell.

Machine learningNatural languageKnowledge representationEvolutionary computationAI hardwareG06F 7/24G06F 16/3334G06F 16/3344G06F 16/90344G06F 17/16G06F 17/17G16B 45/00G06F 2207/228

AI classification

Natural language1.00
Evolutionary computation0.99
Knowledge representation0.95
Machine learning0.87
AI hardware0.82
Vision0.21
Planning0.20
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 414240775

Assignors

DZIEDZICKI, TOMASZ, KISZKIS, MAREK J., KOKOSINSKI, GRZEGORZ, ZARZYCKI, KRZYSZTOF

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

From the same owner

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