Towards more accurate retrieval of duplicate bug reports

2011 26th IEEE/ACM International Conference on Automated Software Engineering, ASE 2011, Proceedings

Volumn , Issue , 2011, Pages 253-262

  Sun, Chengnian ^a   Lo, David ^b   Khoo, Siau Cheng ^a   Jiang, Jing ^b  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b SINGAPORE MANAGEMENT UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURATE MEASUREMENT; BUG REPORTS; BUG TRACKING SYSTEM; DATA SETS; MOZILLA; RECALL RATE; SOFTWARE BUG; STOCHASTIC GRADIENT DESCENT; TEXTUAL CONTENT; TEXTUAL SIMILARITIES; TO A VERY LARGE;

COMPUTER SOFTWARE MAINTENANCE; INFORMATION RETRIEVAL; PROGRAM DEBUGGING;

SOFTWARE ENGINEERING;

EID: 84855424476     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASE.2011.6100061     Document Type: Conference Paper

References (24)

1. J. Anvik, L. Hiew, and G. C. Murphy, "Coping with an open bug repository," in eclipse '05: Proceedings of the 2005 OOPSLA workshop on Eclipse technology eXchange, 2005, pp. 35-39.
2. N. Jalbert and W. Weimer, "Automated Duplicate Detection for Bug Tracking Systems," in proceedings of the International Conference on Dependable Systems and Networks, 2008.
3. P. Runeson, M. Alexandersson, and O. Nyholm, "Detection of Duplicate Defect Reports Using Natural Language Processing," in proceedings of the International Conference on Software Engineering, 2007.
4. 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 proceedings of the International Conference on Software Engineering, 2008.
5. C. Sun, D. Lo, X. Wang, J. Jiang, and S.-C. Khoo, "A discriminative model approach for accurate duplicate bug report retrieval," in ICSE, 2010, pp. 45-56.
6. A. Sureka and P. Jalote, "Detecting duplicate bug report using character n-gram-based features," in Proceedings of the 2010 Asia Pacific Software Engineering Conference, 2010, pp. 366-374.
7. N. Bettenburg, R. Premraj, T. Zimmermann, and S. Kim, "Duplicate bug reports considered harmful ... really?" in ICSM08: Proceedings of IEEE International Conference on Software Maintenance, 2008, pp. 337-345.
8. S. Robertson, H. Zaragoza, and M. Taylor, "Simple BM25 Extension to Multiple Weighted Fields," in Proceedings of the thirteenth ACM international conference on Information and knowledge management, 2004, pp. 42-49.
9. H. Zaragoza, N. Craswell, M. J. Taylor, S. Saria, and S. E. Robertson, "Microsoft cambridge at trec 13: Web and hard tracks," in TREC, 2004.
10. M. Taylor, H. Zaragoza, N. Craswell, S. Robertson, and C. Burges, "Optimisation methods for ranking functions with multiple parameters,"in Proceedings of the 15th ACM international conference on Information and knowledge management, 2006, pp. 585-593.
11. C. Burges, T. Shaked, E. Renshaw, A. Lazier, M. Deeds, N. Hamilton, and G. Hullender, "Learning to Rank Using Gradient Descent," in Proceedings of the 22nd international conference on Machine learning, 2005, pp. 89-96.
12. T. M. Mitchell, Machine Learning. New York: McGraw-Hill, 1997, pp. 88-95.
13. C. D. Manning, P. Raghavan, and H. Schtze, Introduction to Information Retrieval. New York, NY, USA: Cambridge University Press, 2008, pp. 232-233.
14. Introduction to Information Retrieval. New York, NY, USA: Cambridge University Press, 2008, pp. 158-163.
15. J. Anvik, L. Hiew, and G. Murphy, "Who should fix this bug?" in proceedings of the International Conference on Software Engineering, 2006.
16. D. Cubranic and G. C. Murphy, "Automatic bug triage using text categorization," in Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering, 2004, pp. 92-97.
17. A. Podgurski, D. Leon, P. Francis, W. Masri, M. Minch, J. Sun, and B. Wang, "Automated support for classifying software failure reports,"in Proceedings of the 25th International Conference on Software Engineering, 2003, pp. 465-475.
18. P. Francis, D. Leon, and M. Minch, "Tree-based methods for classifying software failures," in ISSRE, 2004.
19. T. Menzies and A. Marcus, "Automated severity assessment of software defect reports," in ICSM08: Proceedings of IEEE International Conference on Software Maintenance, 2008, pp. 346-355.
20. N. Bettenburg, R. Premraj, T. Zimmermann, and S. Kim, "Extracting structural information from bug reports," in MSR '08: Proceedings of the 2008 international working conference on Mining software repositories, 2008, pp. 27-30.
21. A. Ko and B. Myers, "A linguistic analysis of how people describe software problems," in IEEE Symposium on Visual Languages and Human-Centric Computing, 2006, pp. 127-134.
22. R. J. Sandusky, L. Gasser, R. J. S, U. L. Gasser, and G. Ripoche, "Bug report networks: Varieties, strategies, and impacts in a f/oss development community," in International Workshop on Mining Software Repositories, 2004, pp. 80-84.
23. P. Hooimeijer and W. Weimer, "Modeling bug report quality," in ASE '07: Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering, 2007, pp. 34-43.
24. N. Bettenburg, S. Just, A. Schröter, C. Weiss, R. Premraj, and T. Zimmermann, "What makes a good bug report?" in SIGSOFT '08/FSE-16: Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering, 2008, pp. 308-318.