bug triaging
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scholarly journals DABT: A Dependency-aware Bug Triaging Method

2021 ◽  
Author(s):  
Hadi Jahanshahi ◽  
Kritika Chhabra ◽  
Mucahit Cevik ◽  
Ayþe Baþar
Keyword(s):  
Bug Triaging

Analytical Study on Bug Triaging Practices

2021 ◽  
pp. 1068-1094
Author(s):  
Anjali Goyal ◽  
Neetu Sardana
Keyword(s):  
Source Code ◽  
Five Dimensions ◽  
Software Bugs ◽  
Bug Triaging ◽  
Current State ◽  
Bug Report ◽  
Code Changes ◽  
Research Questions ◽  
Evaluation Parameters ◽  
Source Code Changes

Software bugs are inevitable and fixing these bugs is a difficult and time consuming task. Bug report assignment is the activity of designating a developer who makes source code changes in order to fix the bug. Many bug assignment techniques have been proposed in the existing studies. These studies use different datasets, varied input and evaluation parameters to validate their work. This diversification in bug triaging results in perplexity among researchers. Hence, this paper organizes the work performed in bug triaging in a structured manner. This paper aims to present current state of the art to provide a structured consolidation of bug triaging approaches. The paper has identified six research questions under five dimensions to address the various aspects of bug triaging. 60 articles from 36 venues have been reviewed and categorized in order to organize and substructure existing work in the field of bug report assignment. This study will help researchers to wisely decide the weapons for bug triaging. Also, it will act as a ready reference for the bug triaging practitioners.

Developer Activity Motivated Bug Triaging: Via Convolutional Neural Network

2020 ◽  
Vol 51 (3) ◽  
pp. 2589-2606
Author(s):  
Shikai Guo ◽  
Xinyi Zhang ◽  
Xi Yang ◽  
Rong Chen ◽  
Chen Guo ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Bug Triaging

Analytical Study on Bug Triaging Practices

2020 ◽  
pp. 1698-1725 ◽  
Author(s):  
Anjali Goyal ◽  
Neetu Sardana
Keyword(s):  
Source Code ◽  
Five Dimensions ◽  
Software Bugs ◽  
Bug Triaging ◽  
Current State ◽  
Bug Report ◽  
Code Changes ◽  
Research Questions ◽  
Evaluation Parameters ◽  
Source Code Changes

Software bugs are inevitable and fixing these bugs is a difficult and time consuming task. Bug report assignment is the activity of designating a developer who makes source code changes in order to fix the bug. Many bug assignment techniques have been proposed in the existing studies. These studies use different datasets, varied input and evaluation parameters to validate their work. This diversification in bug triaging results in perplexity among researchers. Hence, this paper organizes the work performed in bug triaging in a structured manner. This paper aims to present current state of the art to provide a structured consolidation of bug triaging approaches. The paper has identified six research questions under five dimensions to address the various aspects of bug triaging. 60 articles from 36 venues have been reviewed and categorized in order to organize and substructure existing work in the field of bug report assignment. This study will help researchers to wisely decide the weapons for bug triaging. Also, it will act as a ready reference for the bug triaging practitioners.

scholarly journals A Multi-label, Dual-Output Deep Neural Network for Automated Bug Triaging

2019 ◽  
Author(s):  
Christopher A. Choquette-Choo ◽  
David Sheldon ◽  
Jonny Proppe ◽  
John Alphonso-Gibbs ◽  
Harsha Gupta
Keyword(s):  
Neural Network ◽  
Deep Neural Network ◽  
Bug Triaging
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