Patents by Inventor Jacek Adam Piskorski

Jacek Adam Piskorski has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Semantic matching of job titles with limited contexts
    Patent number: 11875113
    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.
    Type: Grant
    Filed: May 7, 2020
    Date of Patent: January 16, 2024
    Assignee: International Business Machines Corporation
    Inventors: Smitashree Choudhury, Stephen Mitchell, Scott Gerard, Abhay Choudhary, Paul Charles James Dunning, Jacek Adam Piskorski, Wing Yin Leung, David Glenn George
  • SEMANTIC MATCHING OF JOB TITLES WITH LIMITED CONTEXTS
    Publication number: 20210350078
    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.
    Type: Application
    Filed: May 7, 2020
    Publication date: November 11, 2021
    Inventors: Smitashree Choudhury, Stephen Mitchell, Scott Gerard, Abhay Choudhary, Paul Charles James Dunning, Jacek Adam Piskorski, Wing Yin Leung, David Glenn George