Deep Learning With Customized Abstract Syntax Tree for Bug Localization

Deep Learning With Customized Abstract Syntax Tree for Bug Localization

Given a bug report, bug localization technique can help developers automatically locate potential buggy files. Information retrieval and deep learning approaches have been applied in bug localization by extracting lexical features in bug reports and syntactic features in source code files, though th...

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Bibliographic Details
Main Authors: Hongliang Liang, Lu Sun, Meilin Wang, Yuxing Yang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Abstract syntax tree
bug localization
convolutional neural network
deep learning
method invocation
Online Access:https://ieeexplore.ieee.org/document/8809752/

Internet

https://ieeexplore.ieee.org/document/8809752/

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