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US Patent 11366645 Dynamic identification of user interface elements through unsupervised exploration

Patent 11366645 was granted and assigned to Klarna on June, 2022 by the United States Patent and Trademark Office.

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Contents

Is a
Patent
Patent

Patent attributes

Patent Applicant
Klarna
Klarna
Current Assignee
Klarna
Klarna
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11366645
Date of Patent
June 21, 2022
Patent Application Number
16680403
Date Filed
November 11, 2019
Patent Citations
‌
US Patent 10043255 Utilizing a machine learning model to automatically visually validate a user interface for multiple platforms
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US Patent 10121176 Methods and systems for simplifying ordering from online shops
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US Patent 10152552 Analyzing a structure of a web application to produce actionable tokens
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US Patent 10649864 Framework to facilitate taking snapshots of web application on demand
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US Patent 10748035 Visually aided active learning for training object detector
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US Patent 10816978 Automated vehicle artificial intelligence training based on simulations
Patent Citations Received
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US Patent 12130996 Using mouseover to scan a graphical user interface to improve accuracy of graphical object recognition
0
Patent Primary Examiner
‌
Anibal Rivera
CPC Code
‌
G06F 16/954
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G06F 11/3058
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G06F 3/04812
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G06F 3/0484
‌
G06F 3/0488
‌
G06F 3/0482
‌
G06F 8/35
‌
G06N 3/006
...

Software program code of an interface is obtained. A particular object in the program code is identified by at least causing the computer system to identify a set of candidate objects in the software program code and, for each candidate object of the set of candidate objects, produce a modified set of candidate objects. The system is caused to at least simulate human interaction with the candidate object, detect a result of simulating the human interaction, and modify a ranking of the candidate object based on the result. The particular object is determined from the modified set of candidate objects based on the ranking. Integration code based on the particular object. Integration code is generated based on the particular object. The integration code is provided to a device to cause, as a result of execution by the device, the device to engage the particular object in the interface.

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