AUTO-TUNING OF COMPARISON FUNCTIONS

Patent №

US 11,687,828

Granted

2023-06-27

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16599427

A method for relating different types of records. The method may include providing comparison functions, wherein each comparison function corresponds to a semantical class, and wherein a computational cost is associated with each comparison function. The method may include determining one or more attribute pairs between the different types of records. The method may include sorting the comparison functions according to a determined accuracy. The method may include selecting a set of comparison functions associated with semantical classes according to a predefined rule. The method may include determining a total computational cost based on the computational cost of the selected set of comparison functions. The method may include determining whether two or more records are related using the selected set of comparison functions. The method may include relating the two or more records. The method may include determining a rate of false negative records.

AI classification

Knowledge representation1.00
Natural language1.00
Planning0.96
AI hardware0.84
Machine learning0.83
Vision0.48
Evolutionary computation0.09
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 506880253

Assignors

OBERHOFER, MARTIN, OLVERA GUTIERREZ, SERGIO LUIS, NAGANNA, SOMA SHEKAR, SETH, ABHISHEK, O'NEILL, JAMES ALBERT, JR.

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

From the same owner

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