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:
Apr. 11, 2023
Filed:
Dec. 05, 2019
American Express Travel Related Services Company, Inc., New York, NY (US);
Prodip Hore, Gurgaon, HR;
Mrigank Prince, Patna, BR;
Jayatu Sen Chaudhury, Gurgaon, HR;
Prakhar Thapak, Gwalior, MA;
Soham Banerjee, Gurugram, HR;
Shailja Pandey, Delhi, IN;
Chanderpreet Singh Duggal, London, GB;
American Express Travel Related Services Company, Inc., New York, NY (US);
Abstract
At least some embodiments are directed to an entity classification system receives informational data associated with an entity. The informational data includes sentences associated with the entity. The entity classification system utilizes a first machine learning model to determine a first contextual meaning among words of a sentence associated with the entity based on a first word embedding technique, and determines at least one category associated with the entity based at least in part on the first contextual meaning. The entity classification system utilizes a second machine learning model to determine a second contextual meaning shared by a set of sentences based on a second embedding technique, and determines a subcategory of the category associated with the entity based at least in part on the second contextual meaning. The entity classification system generates an output including the category and subcategory associated with the entity.