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JDF: detecting duplicate bug reports in Jazz

Published: 01 May 2010 Publication History

Abstract

Both developers and users submit bug reports to a bug repository. These reports can help reveal defects and improve software quality. As the number of bug reports in a bug repository increases, the number of the potential duplicate bug reports increases. Detecting duplicate bug reports helps reduce development efforts in fixing defects. However, it is challenging to manually detect all potential duplicates because of the large number of existing bug reports. This paper presents JDF (representing Jazz Duplicate Finder), a tool that helps users to find potential duplicates of bug reports on Jazz, which is a team collaboration platform for software development and process management. JDF finds potential duplicates for a given bug report using natural language and execution information.

References

[1]
K. Herzig and A. Zeller. Mining the Jazz Repository: Challenges and Opportunities. In Proc. MSR, pages 159--162, 2009.
[2]
Jazz. http://jazz.net.
[3]
C. D. Manning and H. Schütze. Foundations of Statistical Natural Language Processing. MIT Press, 1999.
[4]
V. Raghavan and M. Wong. A Critical Analysis of Vector Space Model for Information Retrieval. JASIS, 37(5): 279--287, 1986.
[5]
IBM Rational Team Concert. http://www.ibm.com/software/awdtools/rtc/.
[6]
P. Runeson, M. Alexandersson, and O. Nyholm. Detection of Duplicate Defect Reports Using Natural Language Processing. In Proc. ICSE, pages 499--510, 2007.
[7]
X. Wang, L. Zhang, T. Xie, J. Anvik, and J. Sun. An Approach to Detecting Duplicate Bug Reports Using Natural Language and Execution Information. In Proc. ICSE, pages 461--470, 2008.

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  • (2021)Understanding Execution Environment of File-Manipulation Scripts by Extracting Pre-Conditions2021 IEEE/ACM 29th International Conference on Program Comprehension (ICPC)10.1109/ICPC52881.2021.00048(406-410)Online publication date: May-2021
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cover image ACM Conferences
ICSE '10: Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 2
May 2010
554 pages
ISBN:9781605587196
DOI:10.1145/1810295
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 01 May 2010

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Author Tags

  1. bug report
  2. execution information
  3. information retrieval

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Overall Acceptance Rate 276 of 1,856 submissions, 15%

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Cited By

View all
  • (2023)DupHunter: Detecting Duplicate Pull Requests in Fork-Based DevelopmentIEEE Transactions on Software Engineering10.1109/TSE.2023.323594249:4(2920-2940)Online publication date: 1-Apr-2023
  • (2021)How Developers Optimize Virtual Reality ApplicationsProceedings of the 43rd International Conference on Software Engineering10.1109/ICSE43902.2021.00052(473-485)Online publication date: 22-May-2021
  • (2021)Understanding Execution Environment of File-Manipulation Scripts by Extracting Pre-Conditions2021 IEEE/ACM 29th International Conference on Program Comprehension (ICPC)10.1109/ICPC52881.2021.00048(406-410)Online publication date: May-2021
  • (2021)Automatic Extraction of Code Dependency in Virtual Reality Software2021 IEEE/ACM 29th International Conference on Program Comprehension (ICPC)10.1109/ICPC52881.2021.00043(381-385)Online publication date: May-2021
  • (2021)Literature Review of Finding Duplicate Bugs in Open Source Systems2021 Fourth International Conference on Computational Intelligence and Communication Technologies (CCICT)10.1109/CCICT53244.2021.00077(389-396)Online publication date: Jul-2021
  • (2021)An Exploration Study On the Dependency Among Vulnerabilities and Bugs2021 28th Asia-Pacific Software Engineering Conference (APSEC)10.1109/APSEC53868.2021.00074(574-575)Online publication date: Dec-2021
  • (2020)A Survey of the Use of Test Report in Crowdsourced Testing2020 IEEE 20th International Conference on Software Quality, Reliability and Security (QRS)10.1109/QRS51102.2020.00062(430-441)Online publication date: Dec-2020
  • (2019)Duplicate Pull Request DetectionProceedings of the 11th Asia-Pacific Symposium on Internetware10.1145/3361242.3361254(1-10)Online publication date: 28-Oct-2019
  • (2019)Identifying Redundancies in Fork-based Development2019 IEEE 26th International Conference on Software Analysis, Evolution and Reengineering (SANER)10.1109/SANER.2019.8668023(230-241)Online publication date: Feb-2019
  • (2019)Static Analysis of File Manipulation Scripts2019 IEEE 24th Pacific Rim International Symposium on Dependable Computing (PRDC)10.1109/PRDC47002.2019.00039(118-1181)Online publication date: Dec-2019
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