DEBUGGING CODE USING A QUESTION AND ANSWER SYSTEM BASED ON DOCUMENTATION AND CODE CHANGE RECORDS

Patent №

US 9,703,536

Granted

2017-07-11

Filed 2014

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14456838

Mechanisms are provided, in a Question and Answer (QA) system comprising a processor and a memory, for debugging code. An input question identifying an error during execution of code is processed by the QA system using a corpus corresponding to a software product associated with the code, thereby generating a first candidate answer set. The QA system processes the input question using a code change record repository identifying changes to the code performed over time to generate a second candidate answer set. The QA system generates a final answer to the input question based on the first and second candidate answer sets and outputs the final answer to the input question. The final answer to the input question identifies at least one of a source, in the code, of the error or a solution to resolving the error.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 8/37G06F 11/366G06N 5/01G06N 5/022G06F 11/0703G06F 11/079

AI classification

Natural language1.00
Planning1.00
Machine learning0.98
AI hardware0.97
Knowledge representation0.91
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 335110242

Assignors

DETTMAN, ELIZABETH T., DUBBELS, JOEL C., FREED, ANDREW R., SCHROEDER, MICHAEL W.

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

From the same owner

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