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:
Jun. 08, 2021

Filed:

Jul. 28, 2016
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Puthukode G. Ramachandran, Austin, TX (US);

John C. Sanchez, Pflugerville, TX (US);

Sophia A. Simpson, San Francisco, CA (US);

Zhennan Wang, Austin, TX (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/06 (2012.01); G06N 20/00 (2019.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06Q 30/0633 (2013.01); G06N 5/025 (2013.01); G06N 20/00 (2019.01);
Abstract

An approach is provided that receives transaction data from a client that is running an app. The received transaction data identifies a latest step performed by the client. The received transaction data is compared to rules that have been generated from previous inputs of transaction data to an association rule learning algorithm. Each of the rules include steps and a confidence value corresponding to a last step of each of the respective rules. The approach identifies, based on the comparison, some rules where the latest step performed by the client is the penultimate step of the rules. One of the rules is selected based on the confidence value of the respective rule. The process then transmits a message to the client to perform the last step of the selected rule.


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