The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jan. 16, 2024
Filed:
May. 07, 2020
International Business Machines Corporation, Armonk, NY (US);
Smitashree Choudhury, Dublin, IE;
Stephen Mitchell, Chapel Hill, NC (US);
Scott Gerard, Wake Forest, NC (US);
Abhay Choudhary, Dublin, IE;
Paul Charles James Dunning, Ratoath, IE;
Jacek Adam Piskorski, Monasterevin, IE;
Wing Yin Leung, Dublin, IE;
David Glenn George, Cary, NC (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A method, computer system, and a computer program product for semantic matching is provided. The present invention may include pre-processing and normalizing a job title. The present invention may include deconstructing the job title based on at least one semantic element. The present invention may include training a machine learning model. The present invention may include creating a contextual word representation of the job title using the at least one semantic element of the job title. The present invention may include computing a similarity score for each of the at least one semantic element of the job title. The present invention may lastly include applying a weight to the computed similarity score before making a final match assessment.