NEURAL NETWORKS TO IDENTIFY SOURCE CODE

Patent №

US 11,675,582

Granted

2023-06-13

Filed 2021

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17376610

Search elements are extracted from requirement definitions of a requirement management tool for managing a project. The search elements may be extracted using natural language processing. The search elements are used to identify source code from source code repositories. Machine learning correlates the requirement definitions to source code subject matter. The extracted source code is confirmed by a stakeholder of the requirement management tool.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 8/71G06F 8/10G06F 8/36G06F 18/24155G06F 40/20G06N 3/084G06N 20/00G06N 3/0442+4 more

AI classification

Natural language1.00
Machine learning1.00
Planning1.00
AI hardware1.00
Knowledge representation0.99
Vision0.00
Speech0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 568670930

Assignors

MANIVASAGAM, BALASUBRAMANIAN, DOMIN, THOMAS, ARUMUGAM, SAKTHIMURUGAN, MUTHUSAMY, THANGADURAI, SREENIVASAN, RAJA

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

From the same owner

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