METHODS AND APPARATUS TO DETERMINE REFINED CONTEXT FOR SOFTWARE BUG DETECTION AND CORRECTION

Patent №

US 11,782,813

Granted

2023-10-10

Filed 2021

Owner

INTEL CORPORATION

Lab

AI components

4

nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17554918

Methods, apparatus, systems, and articles of manufacture are disclosed to determine refined context for bug detection. At least one non-transitory machine-readable medium includes instructions that, when executed, cause at least one processor to at least classify a node on a graph, the graph to represent a computer program, the node to contain partial bug context corresponding to the computer program; identify a location of a software bug in the computer program, the location based on the node; determine a static bug context of the software bug using the location of the software bug; determine a dynamic bug context of the software bug using the location of the software bug; and determine a refined bug context based on a merge of the static bug context and the dynamic bug context.

Natural languageKnowledge representationPlanningAI hardwareG06F 11/3608G06F 11/362G06F 11/3688G06F 11/3698G06N 3/0499G06N 3/08G06N 3/09

AI classification

AI hardware1.00
Knowledge representation0.98
Natural language0.68
Planning0.57
Machine learning0.30
Vision0.24
Evolutionary computation0.00
Speech0.00

Ownership

INTEL CORPORATION

assignment · 616670170

Assignors

ZHOU, SHENGTIAN, GOTTSCHLICH, JUSTIN, YE, FANGKE, LEE, CELINE, TITHI, JESMIN JAHAN

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

From the same owner

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