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:
Oct. 24, 2023
Filed:
Dec. 05, 2019
American Express Travel Related Services Company, Inc., New York, NY (US);
Varun Agarwal, New Delhi, IN;
Krishnaprasad Narayanan, Bangalore, IN;
Rahul Ghosh, Bangalore, IN;
Swetha P. Srinivasan, Bengaluru, IN;
Anshul Jain, Gurgaon, IN;
Bobby Chetal, Gurgaon, IN;
Ashni Jauhary, Gurgaon, IN;
American Express Travel Related Services Company, Inc., New York, NY (US);
Abstract
At least some embodiments are directed to an insights inference system that produces multiple insights associated with an entity. The insights inference system generates a decision tree machine learning model, assigning a first insight to a parent node of a decision tree machine learning model and assigning at least one second insight to child nodes of the decision tree machine learning model. Each child node is associated with a sequence number and a rank number. The sequence number and the rank number are indicative of a significance associated with the at least one second insight. The insight inference system responds to queries by traversing the decision tree machine learning model to compute at least one response insight based on the sequence number and the rank number associated with each child node and outputs the at least one response insight to a client terminal.