ReLink: Recovering links between bugs and changes

SIGSOFT/FSE 2011 - Proceedings of the 19th ACM SIGSOFT Symposium on Foundations of Software Engineering

Volumn , Issue , 2011, Pages 15-25

  Wu, Rongxin ^a   Zhang, Hongyu ^a   Kim, Sunghun ^b   Cheung, S C ^b  

^a TSINGHUA UNIVERSITY   (China)

^b HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

Author keywords

Bugs; Changes; Data quality; Mining software repository; Missing links

Indexed keywords

BUGS; CHANGES; DATA QUALITY; MINING SOFTWARE REPOSITORY; MISSING LINKS;

COMPUTER SOFTWARE MAINTENANCE; DEFECTS; FORECASTING; MAINTAINABILITY; RECOVERY; SOFTWARE ENGINEERING;

PROGRAM DEBUGGING;

EID: 80053202000     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2025113.2025120     Document Type: Conference Paper

References (36)

1. J. Aranda and G. Venolia. The secret life of bugs: Going past the errors and omissions in software repositories. In ICSE'09, pages 298-308, May 2009.
2. G. Antoniol, G. Canfora, G. Casazza, A. De Lucia, and E. Merlo. 2002. Recovering Traceability Links between Code and Documentation, IEEE Trans. Softw. Eng. 28, 10 October 2002, 970-983.
3. A. Bacchelli, M. D'Ambros, M. Lanza, R. Robbes, Benchmarking Lightweight Techniques to Link E-Mails and Source Code. In WCRE'09, Lille, France, pp. 205-214, Oct 2009.
4. A. Bacchelli, M. Lanza, and R. Robbes, Linking e-mails and source code artifacts. In ICSE'10, Vol. 1. ACM, New York, NY, USA, 375-384.
5. A. Bachmann and A. Bernstein. Software process data quality and characteristics - a historical view on open and closed source projects. In IWPSE-Evol'09, pages 119-128, Amsterdam, The Netherlands, August 2009.
6. A. Bachmann, C. Bird, F. Rahman, P. Devanbu, and A. Bernstein, The Missing Links: Bugs and Bug-fix Commits. In FSE'10, 97-106, Santa Fe, New Mexico, USA, Nov 2010.
7. C. Bird, A. Bachmann, E.Aune, J. Duffy, A. Bernstein, V.Filkov, and P. Devanbu, Fair and balanced?: bias in bug-fixing datasets. In ESEC/FSE'09, Aug. 2009, 121-130.
8. C. Bird, A. Bachmann, F. Rahman, and A. Bernstein, LINKSTER: enabling efficient manual inspection and annotation of mined data. In FSE'10, 369-370, Santa Fe, New Mexico, USA, Nov 2010.
9. R. Baeza-Yates and B. Ribeiro-Neto, Modern Information Retrieval, Addison Wesley, 1999.
10. N. Bettenburg, R. Premraj, T. Zimmermann, and S. Kim. Duplicate bug reports considered harmful... really? In ICSM'08, pages 337-345, October 2008.
11. K. Chen, S. R. Schach, L. Yu, J. Offutt, and G. Z. Heller. Open-source change logs. Emp. Softw. Eng., 9(3):197-210, 2004.
12. C. Fellbaum, WordNet: An Electronic Lexical Database, Cambridge, MA: MIT Press, 1998.
13. M. Fischer, M. Pinzger, and H. Gall. Analyzing and relating bug report data for feature tracking. In WCRE'03, pages 90-99, Victoria, Canada, November 2003.
14. M. Fischer, M. Pinzger, and H. C. Gall. Populating a release history database from version control and bug tracking systems. In ICSM'03, pages 23-32, Amsterdam, Netherlands, September 2003.
15. A. Hindle, D. M. German, R. C. Holt: What do large commits tell us?: a taxonomical study of large commits. In MSR 2008, pp. 99-108, May 2008.
16. S. Kim, T. Zimmermann, K. Pan and E. Whitehead Jr., Automatic Identification of Bug-Introducing Changes. In ASE'06, Tokyo, Japan, September 2006.
17. S. Kim, T. Zimmermann, E. J. Whitehead Jr., and A. Zeller. Predicting faults from cached history. In ICSE'07, pages 489-498, Washington, DC, USA, 2007. (Pubitemid 47430683)
18. S. Kim, H. Zhang, R. Wu and L. Gong, Dealing with Noise in Defect Prediction. In ICSE'11, Honolulu, Hawaii, USA, May 2011.
19. G. Liebchen and M. Shepperd. Data sets and data quality in software engineering. In PROMISE'08, 39-44, May 2008.
20. A. Mockus, Missing Data in Software Engineering, Empirical Methods in Software Engineering. The MIT Press, 2000.
21. A. Mockus and L. G. Votta, Identifying Reasons for Software Changes Using Historic Databases. In ICSM 2000, San Jose, CA, USA, 2000, pp. 120-130. (Pubitemid 32072789)
22. A. Mockus, R. T. Fielding, and J. D. Herbsleb. Two case studies of open source software development: Apache and mozilla. ACM Trans. Softw. Eng. Methodol., 11(3):309-346, 2002.
23. A. Murgia, G. Concas, M. Marchesi, R. Tonelli, A machine learning approach for text categorization of fixing-issue commits on CVS. In ESEM 2010, Bolzano-Bozen, Italy, Sep 2010.
24. I. Myrtveit, E. Stensrud, and U. H. Olsson. Analyzing Data Sets with Missing Data: An Empirical Evaluation of Imputation Methods and Likelihood-Based Methods. IEEE Trans. on Software Engineering, 27(11), pp.999-1013, 2001. (Pubitemid 33106028)
25. T. H. D. Nguyen, B. Adams, A. E. Hassan, A Case Study of Bias in Bug-Fix Datasets. In WCRE'10, pp. 259-268.
26. P. Runeson, M. Alexanderson, O. Nyholm, Detection of Duplicate Defect Reports Using Natural Language Processing. In ICSE'07, 499-510, May 2007.
27. A. Schroter, T. Zimmermann, R. Premraj, and A. Zeller. If your bug database could talk... In ICSE'06, pages 18-20, Rio de Janeiro, Brazil, September 2006.
28. J. Sliwerski, T. Zimmermann, and A. Zeller. When do changes induce fixes? In MSR'05, pages 24-28, Saint Louis, Missouri, USA, May 2005. ACM.
29. K. Strike, K. E. Emam, and N. Madhavji. Software Cost Estimation with Incomplete Data. IEEE Trans. on Software Engineering, 27(10), pp.890-908, 2001. (Pubitemid 33048250)
30. 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 ICSE'08, pages 461-470, Leipzig, Germany, 2008.
31. WEKA: http://www.cs.waikato.ac.nz/ml/weka/.
32. I.H. Witten and E. Frank, Data Mining: Practical Machine Learning Tools and Techniques with Java Implementation, second ed., Morgan Kaufmann, 2005.
33. T. Zimmermann, R. Premraj, and A. Zeller. Predicting defects for eclipse. In PROMISE'07, pages 1-9, Minneapolis, Minnesota, USA, May 2007.
34. T. Zimmermann and P. Weissgerber. Preprocessing cvs data for Fine-grained analysis. In MSR'04, pages 2-6, Edinburgh, Scotland, UK, May 2004.
35. H. Zhang and R. Wu, Sampling Program Quality, Proc. ICSM 2010, Timisoara, Romania, Sep 2010, pp. 1-10.
36. H. Zhang, An Investigation of the Relationships between Lines of Code and Defects. In ICSM'09, Edmonton, Canada, September 2009, pp. 274-28.