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:
Mar. 29, 2022
Filed:
Dec. 11, 2018
American Express Travel Related Services Company, Inc., New York, NY (US);
Ravi Batra, Jersey City, NJ (US);
Sandeep Bose, Scottsdale, AZ (US);
Mario Fragoso, Peoria, AZ (US);
Ravneet Ghuman, Phoenix, AZ (US);
Madhu Sudan Reddy Gudur, Phoenix, AZ (US);
Suraj Madnani, River Edge, NJ (US);
Curtis T. Merryweather, Madison, NJ (US);
Ravi Varma, White Plains, NY (US);
Vinod Yadav, Scottsdale, AZ (US);
American Express Travel Related Services Company, Inc., New York, NY (US);
Abstract
Systems and methods for identifying data of interest are disclosed. The system may retrieve unstructured data from an internet data source via an alert system or RSS feed. The system may input the unstructured data into various models and scoring systems to determine whether the data is of interest. The models and scoring systems may be executed in order or in parallel. For example, the system may input the unstructured data into a Naïve Bayes machine learning model, a long short-term memory (LSTM) machine learning model, a named entity recognition (NER) model, a semantic role labeling (SRL) model, a sentiment scoring algorithm, and/or a gradient boosted regression tree (GBRT) machine learning model. Based on determining that the unstructured data is of interest, a data alert may be generated and transmitted for manual review or as part of an automated decisioning process.