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:
Sep. 29, 2020

Filed:

Feb. 23, 2017
Applicant:

Bank of America Corporation, Charlotte, NC (US);

Inventors:

Morgan S. Allen, Charlotte, NC (US);

Jason Daniel Latta, Charlotte, NC (US);

Assignee:

Bank of America Corporation, Charlotte, NC (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/0482 (2013.01); G06F 3/0488 (2013.01); G06F 21/62 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 3/0482 (2013.01); G06F 3/0488 (2013.01); G06F 21/629 (2013.01); G06N 20/00 (2019.01);
Abstract

Systems for predicting features to be accessed by a user and generating a customized user interface are provided. In some examples, a computing platform may receive a request to access a system. In some examples, a content data stream may be received including data associated with the identity of the user, current date and time information, and the like. Data may be extracted from the content stream and analyzed, based on one or more machine learning datasets (generated internally or received from an external source), to predict a likely function or feature the user may access. In some examples, access to other features may be disabled. Responsive to identifying the likely feature, the system may enable access to the predicted feature and may generate a customized user interface including the predicted feature. The customized and dynamic user interface may include and place the predicted feature in a predetermined location on the user interface, in a size and/or format other than standard.


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