DeepLabel: Automated Issue Classification for Issue Tracking Systems

Author:

Li Zhong1,Pan Minxue1,Pei Yu2,Zhang Tian1,Wang Linzhang1,Li Xuandong1

Affiliation:

1. Nanjing University, China

2. The Hong Kong Polytechnic University, China

Publisher

ACM

Reference35 articles.

1. Giuliano Antoniol , Kamel Ayari , Massimiliano Di Penta , Foutse Khomh , and Yann-Gaël Guéhéneuc . 2018 . Is it a bug or an enhancement?: a text-based approach to classify change requests . In Proceedings of the 28th Annual International Conference on Computer Science and Software Engineering, CASCON 2018 , Markham, Ontario, Canada , October 29-31, 2018, Iosif-Viorel Onut, Andrew Jaramillo, Guy-Vincent Jourdan, Dorina C. Petriu, and Wang Chen (Eds.). ACM, 2–16. https://dl.acm.org/citation.cfm?id=3291293 Giuliano Antoniol, Kamel Ayari, Massimiliano Di Penta, Foutse Khomh, and Yann-Gaël Guéhéneuc. 2018. Is it a bug or an enhancement?: a text-based approach to classify change requests. In Proceedings of the 28th Annual International Conference on Computer Science and Software Engineering, CASCON 2018, Markham, Ontario, Canada, October 29-31, 2018, Iosif-Viorel Onut, Andrew Jaramillo, Guy-Vincent Jourdan, Dorina C. Petriu, and Wang Chen (Eds.). ACM, 2–16. https://dl.acm.org/citation.cfm?id=3291293

2. Dane Bertram , Amy Voida , Saul Greenberg , and Robert  J. Walker . 2010 . Communication, collaboration, and bugs: the social nature of issue tracking in small, collocated teams . In Proceedings of the 2010 ACM Conference on Computer Supported Cooperative Work, CSCW 2010 , Savannah, Georgia, USA , February 6-10, 2010, Kori Inkpen, Carl Gutwin, and John C. Tang (Eds.). ACM, 291–300. https://doi.org/10.1145/1718918.1718972 Dane Bertram, Amy Voida, Saul Greenberg, and Robert J. Walker. 2010. Communication, collaboration, and bugs: the social nature of issue tracking in small, collocated teams. In Proceedings of the 2010 ACM Conference on Computer Supported Cooperative Work, CSCW 2010, Savannah, Georgia, USA, February 6-10, 2010, Kori Inkpen, Carl Gutwin, and John C. Tang (Eds.). ACM, 291–300. https://doi.org/10.1145/1718918.1718972

3. Tegawendé  F. Bissyandé , David Lo , Lingxiao Jiang , Laurent Réveillère , Jacques Klein , and Yves Le Traon . 2013 . Got issues? Who cares about it? A large scale investigation of issue trackers from GitHub . In IEEE 24th International Symposium on Software Reliability Engineering, ISSRE 2013 , Pasadena, CA, USA , November 4-7, 2013. IEEE Computer Society, 188–197. https://doi.org/10.1109/ISSRE.2013.6698918 Tegawendé F. Bissyandé, David Lo, Lingxiao Jiang, Laurent Réveillère, Jacques Klein, and Yves Le Traon. 2013. Got issues? Who cares about it? A large scale investigation of issue trackers from GitHub. In IEEE 24th International Symposium on Software Reliability Engineering, ISSRE 2013, Pasadena, CA, USA, November 4-7, 2013. IEEE Computer Society, 188–197. https://doi.org/10.1109/ISSRE.2013.6698918

4. Silvia Breu , Rahul Premraj , Jonathan Sillito , and Thomas Zimmermann . 2010 . Information needs in bug reports: improving cooperation between developers and users . In Proceedings of the 2010 ACM Conference on Computer Supported Cooperative Work, CSCW 2010 , Savannah, Georgia, USA , February 6-10, 2010, Kori Inkpen, Carl Gutwin, and John C. Tang (Eds.). ACM, 301–310. https://doi.org/10.1145/1718918.1718973 Silvia Breu, Rahul Premraj, Jonathan Sillito, and Thomas Zimmermann. 2010. Information needs in bug reports: improving cooperation between developers and users. In Proceedings of the 2010 ACM Conference on Computer Supported Cooperative Work, CSCW 2010, Savannah, Georgia, USA, February 6-10, 2010, Kori Inkpen, Carl Gutwin, and John C. Tang (Eds.). ACM, 301–310. https://doi.org/10.1145/1718918.1718973

5. Indu Chawla and Sandeep  K. Singh . 2015 . An Automated approach for Bug Categorization using Fuzzy Logic . In Proceedings of the 8th India Software Engineering Conference, ISEC 2015 , Bangalore, India , February 18-20, 2015, Srinivas Padmanabhuni, Raghu Nambiar, Premkumar T. Devanbu, Murali Krishna Ramanathan, and Ashish Sureka (Eds.). ACM, 90–99. https://doi.org/10.1145/2723742.2723751 Indu Chawla and Sandeep K. Singh. 2015. An Automated approach for Bug Categorization using Fuzzy Logic. In Proceedings of the 8th India Software Engineering Conference, ISEC 2015, Bangalore, India, February 18-20, 2015, Srinivas Padmanabhuni, Raghu Nambiar, Premkumar T. Devanbu, Murali Krishna Ramanathan, and Ashish Sureka (Eds.). ACM, 90–99. https://doi.org/10.1145/2723742.2723751

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Empirically revisiting and enhancing automatic classification of bug and non-bug issues;Frontiers of Computer Science;2023-12-23

2. BuggIn: Automatic Intrinsic Bugs Classification Model using NLP and ML;Proceedings of the 19th International Conference on Predictive Models and Data Analytics in Software Engineering;2023-12-08

3. Combining transformer-based model and GCN to predict ICD codes from clinical records;Knowledge-Based Systems;2023-12

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3