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:
Dec. 13, 2022

Filed:

Aug. 26, 2021
Applicant:

Jpmorgan Chase Bank, N.a., New York, NY (US);

Inventors:

Ramin Koch, New York, NY (US);

Eric-Andre Vigroux, New Rochelle, NY (US);

Liang Zhou, New York, NY (US);

Mathieu Cliche, New York, NY (US);

Yihui Tang, Oakton, VA (US);

Howard Spector, Woolwich, NJ (US);

Rebecca Setting, Bear, DE (US);

Neil V O'Donnell, Avondale, PA (US);

Timothy Lorenz, Lewis Center, OH (US);

Assignee:

JPMorgan Chase Bank, N.A., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 12/08 (2016.01); G06F 12/0802 (2016.01);
U.S. Cl.
CPC ...
G06F 12/0802 (2013.01);
Abstract

A method for facilitating predictive caching of data is provided. The method includes retrieving raw data relating to user activity for a plurality of users, the user activity including a history of web resources accessed by a user; converting the raw data into a structured data set based on a predetermined criterion; generating a model based on the structured data set; training the model by using a training data set, the training data set including the user activity for a predetermined period of time; determining, by using the trained model, a predicted first web resource for the user; and automatically caching, in a memory, the predicted first web resource.


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