METHOD AND SYSTEM FOR INFERENCING LOGIC OUT OF AN APPLICATION SOURCE

Patent №

US 11,487,533

Granted

2022-11-01

Filed 2021

Owner

TATA CONSULTANCY SERVICES LIMITED

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17205455

The application source code generally does not have any uniformity, defined executional sequence or documented information on the underlying complexity. It varies based on the requirement, domain and from each developer to developer. The slightest mistake in analyzing/modifying it will have a huge impact for the existing functionalities and interfacing applications. A method and system for inferencing code logic out of an application source code has been provided. This starts with the conversion of the raw form of code into logically linked blocks. These logical blocks in-turn represent standard meaningful representation of the code logic and are processed into vectors. Further, the processed vectors are fed into pre-trained machine learning models from which the code logic is predicted. Further the system and method can also be extended to various other applications in application maintenance, aiding the SME, inducting a new resource, documentation etc.

AI classification

Natural language1.00
AI hardware1.00
Knowledge representation1.00
Machine learning1.00
Planning0.98
Vision0.01
Speech0.00
Evolutionary computation0.00

Ownership

TATA CONSULTANCY SERVICES LIMITED

assignment · 556390326

Assignors

RAVINDRANATH, YOGANANDA, MEHALINGAM, TAMILDURAI, THURUVAS SENTHIL, ADITYA, ADITHYAN, RESHINTH GNANA, BANERJEE, SHRAYAN, VENKATANARAYANAN, BALAKRISHNAN

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

From the same owner

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