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:
Aug. 15, 2023

Filed:

Jun. 16, 2021
Applicant:

Sap SE, Walldorf, DE;

Inventors:

Prabal Mahanta, Bangalore, IN;

Vipul Khullar, New Delhi, IN;

Assignee:

SAP SE, Walldorf, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/71 (2018.01); G06F 8/20 (2018.01); G06F 11/36 (2006.01); G06N 20/00 (2019.01); G06F 18/2113 (2023.01); G06V 10/75 (2022.01);
U.S. Cl.
CPC ...
G06F 8/71 (2013.01); G06F 8/24 (2013.01); G06F 11/362 (2013.01); G06F 11/3604 (2013.01); G06F 18/2113 (2023.01); G06N 20/00 (2019.01); G06V 10/751 (2022.01);
Abstract

Technologies are provided for assigning developers to source code issues using machine learning. A machine learning model can be generated based on multiple versions of source code objects (such as source code files, classes, modules, packages, etc.), such as those that are managed by a version control system. The versions of the source code objects can reflect changes that are made to the source code objects over time. Associations between developers and source code object versions can be analyzed and used to train the machine learning model. Patterns of similar changes to various source code objects can be detected and can also be used to train the machine learning model. When an issue is detected in a version of a source code object, the model can be used to identify a developer to assign to the issue. Feedback data regarding the developer assignment can be used to re-train the model.


Find Patent Forward Citations

Loading…