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.

Date of Patent:
Aug. 15, 2023

Filed:

Jun. 04, 2021
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Erik Silk, Reston, VA (US);

Basim Partovi, Derwood, MD (US);

Ahmad Hassan Ibrahim, Centerville, VA (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2457 (2019.01); H04L 9/40 (2022.01); G06F 9/455 (2018.01); G06F 9/54 (2006.01); G06N 20/00 (2019.01); G06F 16/248 (2019.01); G06F 16/9535 (2019.01); G06F 9/451 (2018.01);
U.S. Cl.
CPC ...
G06F 16/24578 (2019.01); G06F 9/451 (2018.02); G06F 9/45558 (2013.01); G06F 9/54 (2013.01); G06F 16/248 (2019.01); G06F 16/9535 (2019.01); G06N 20/00 (2019.01); H04L 63/08 (2013.01); H04L 63/105 (2013.01); G06F 2009/4557 (2013.01); G06F 2009/45591 (2013.01); G06F 2009/45595 (2013.01);
Abstract

Various embodiments are generally directed to a dynamic, flexible acronym decoder. A user may submit a query via one of a plurality of user interfaces. Information describing the user may be received to generate a context vector for the user. The query may be processed against a database of terms using the context vector, a machine learning model, and content tags applied to terms in the database. Processing the queries against the database may return a result set, and the ML model may be used to compute a score for each result. The results may be ordered based on the scores and returned as responsive to the query.


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