System and method for validating a candidate recommendation model

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United States of America Patent

PATENT NO 11556870
SERIAL NO

16941750

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Abstract

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In some examples a first parameter for respective applicants or candidates can be computed based on respective text data from a text dataset that can include a plurality of different types of text data. The first parameter can be populated with a given portion of text of the respective text data. A second parameter for a job requisition can be computed based on the respective text data used to compute the first parameter for a given applicant or candidate. The second parameter can be populated with a different portion of text of the respective text data used to compute the first parameter. Synthetic test data can be generated based on the computed parameters to test a machine learning (ML) ranking model that has been trained on training data that is from a different data source than the text dataset to validate a performance of the ML ranking model.

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Patent Owner(s)

  • ORACLE INTERNATIONAL CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chow, Simon San Francisco, US 9 12
Elias, Arenas Carolina Elizabeth Ecatepec de Morelos, MX 1 0
Hernández-Rincón, Carlos E Zapopan, MX 1 0
Inamdar, Sonali Vijay Redwood City, US 5 13

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