SYSTEM AND METHOD FOR IMPROVING SOFTWARE CODE QUALITY USING ARTIFICIAL INTELLIGENCE TECHNIQUES

Patent №

US 10,635,409

Granted

2020-04-28

Filed 2018

Owner

COGNIZANT TECHNOLOGY SOLUTIONS INDIA PVT. LTD.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15952565

A system for improving software code quality using artificial intelligence is provided. The system comprises a training data extraction module to extract learning data files from a source control management system and an integrated development environment for preparing training data. The system further comprises a machine learning model trainer that conducts training of an artificial neural network. The system further comprises a machine learning recommendation module that queries the trained artificial neural network to check for recommendations for improving quality of one or more new software codes and one or more modified software codes. The system also comprises a remediation module that determines one or more coding standard violations in the one or more new software codes and one or more modified software codes. The quality of the one or more new software codes and one or more modified software codes is improved by applying the recommendations.

AI classification

Machine learning1.00
AI hardware1.00
Planning1.00
Knowledge representation0.95
Natural language0.67
Vision0.36
Speech0.01
Evolutionary computation0.00

Ownership

COGNIZANT TECHNOLOGY SOLUTIONS INDIA PVT. LTD.

assignment · 455340073

Assignors

PRADHAN, SAROJ, SEN, TAPODHAN, CHAKRABARTI, ANIRBAN

On an employer assignment, the assignors are typically the inventors.

© 2026 NYSGPT2525 LLC