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:
May. 18, 2021

Filed:

Apr. 26, 2019
Applicant:

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

Inventors:

Simon P. O'Doherty, Dublin, IE;

Di Wu, Beijing, CN;

Huan Zhang, Beijing, CN;

WuMi Zhong, Beijing, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/00 (2006.01); H04L 29/08 (2006.01); G06F 9/44 (2018.01); G06F 9/451 (2018.01);
U.S. Cl.
CPC ...
H04L 67/22 (2013.01); G06F 9/44 (2013.01); G06F 9/451 (2018.02); H04L 67/34 (2013.01);
Abstract

In an approach for modifying a user interface for a user of an application, a processor receives a plurality of actions for a user of an application. A processor generates a unique identifier for each action of the plurality of actions. A processor generates a unique string of the generated unique identifiers for each action of the plurality of actions. A processor determines that a portion of a pattern of the unique string matches, within a predetermined threshold, a portion of a pattern of a history of usage of a set of users of the application. A processor modifies a user interface of the application, for the user, based on the portion of the pattern of the matched unique string, within the predetermined threshold, the portion of the pattern of the history of usage.


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