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:
Feb. 25, 2025

Filed:

Jan. 08, 2019
Applicant:

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

Inventors:

Hiromi Kobayashi, Tokyo, JP;

Yasue Makino, Tokyo, JP;

Yusuke Matsumoto, Tokyo, JP;

Hirokazu Kobayashi, Tokyo, JP;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 20/00 (2012.01); G06F 40/20 (2020.01); G06N 5/025 (2023.01); G06N 20/00 (2019.01); G06Q 30/0202 (2023.01); H04L 67/12 (2022.01);
U.S. Cl.
CPC ...
G06N 5/025 (2013.01); G06F 40/20 (2020.01); G06N 20/00 (2019.01); G06Q 30/0202 (2013.01); H04L 67/12 (2013.01);
Abstract

Methods, computer program products, and systems are presented. The method, computer program products, and systems can include, for instance: performing an association analysis on a transaction dataset to return an association rule, wherein the association analysis is performed independent of timing data indicating a time order of data items for the respective transactions; extracting transaction data defining a set of transactions of the transaction dataset using the association rule, the transaction data including timing data indicating a time order of data items for the set of transactions; examining data of the transaction data using the timing data indicating the time order of data items for transactions of the set of transaction; returning a time ordered sequence rule specifying a time ordered premise and predicted result, wherein the time ordered sequence rule is in dependence on the examining; monitoring activities of a user for occurrence of a condition defining the premise of the sequence rule; and returning an action decision in response an occurrence of the condition.


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