Selecting discriminating terms for bug assignment: A formal analysis

ACM International Conference Proceeding Series

Volumn , Issue , 2011, Pages

  Aljarah, Ibrahim ^a   Banitaan, Shadi ^a   Abufardeh, Sameer ^a   Jin, Wei ^a   Salem, Saeed ^a  

^a North Dakota State University   (United States)

Author keywords

Bug assignment; Bug reports; Classification; Machine learning

Indexed keywords

ASSIGNMENT PROBLEMS; BUG ASSIGNMENT; BUG REPORTS; CLASSIFICATION METHODS; CLASSIFICATION TASKS; FORMAL ANALYSIS; INFORMATION GAIN; LATENT SEMANTIC ANALYSIS; MACHINE LEARNING TECHNIQUES; MACHINE-LEARNING; ODDS RATIOS; SELECTION METHODS; SPECIFIC AREAS; TERM SELECTION;

LEARNING SYSTEMS; MODELS; PREDICTIVE CONTROL SYSTEMS; SEMANTICS; SOFTWARE ENGINEERING; VECTOR SPACES;

PROGRAM DEBUGGING;

EID: 80054066380     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2020390.2020402     Document Type: Conference Paper

References (14)

1. J. Anvik. Automating bug report assignment. In Pro- ceedings of the 28th international conference on Soft- ware engineering, ICSE '06, pages 937-940, New York, NY, USA, 2006. ACM.
2. J. Anvik, L. Hiew, and G. C. Murphy. Coping with an open bug repository. In ETX, pages 35-39, 2005.
3. J. Anvik, L. Hiew, and G. C. Murphy. Who should fix this bug? In ICSE, pages 361-370, 2006.
4. R. Bekkerman and J. Allan. Using bigrams in text cate- gorization. Department of Computer Science University of Massachusetts Amherst, 1003:1-10, 2003.
5. B. W. Boehm and V. R. Basili. Software defect reduc- tion top 10 list. IEEE Computer, 34(1):135-137, 2001.
6. D. Cubranic and G. C. Murphy. Automatic bug triage using text categorization. In SEKE, pages 92-97, 2004.
7. S. Deerwester, S. T. Dumais, G. W. Furnas, T. K. Lan- dauer, and R. Harshman. Indexing by latent semantic analysis. Journal of The American Society For Infor- mation Science, 41(6):391-407, 1990.
8. N. Friedman, D. Geiger, and M. Goldszmidt. Bayesian network classifiers. Mach. Learn., 29(2-3):131-163, 1997.
9. G. Jeong, S. Kim, and T. Zimmermann. Improving bug triage with bug tossing graphs. In Proceedings of the 7th joint meeting of the European Software Engineer- ing Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering. ACM, August 2009.
10. R. M. Mainur, R. Guenther, and Z. Thomas. Optimized assignment of developers for fixing bugs an initial eval- uation for eclipse projects. In ESEM '09: Proceedings of the 2009 3rd International Symposium on Empirical Software Engineering and Measurement, pages 439-442, Washington, DC, USA, 2009. IEEE Computer Society.
11. C. D. Manning, P. Raghavan, and H. Schtze. Introduc- tion to Information Retrieval. Cambridge University Press, New York, NY, USA, 2008.
12. A. K. McCallum. Bow: A toolkit for statistical lan- guage modeling,text retrieval, classification and clus- tering, 1996. http://www.cs.cmu.edu/ mccallum/bow.
13. C. V. Ramamoorthy and W. T. Tsai. Advances in soft- ware engineering. IEEE Computer, 29(10):47-58, 1996.
14. I. Witten, E. Frank, L. Trigg, M. Hall, G. Holmes, and S. Cunningham. Weka: Practical machine learn- ing tools and techniques with java implementations. ICONIP/ANZIIS/ANNES, 99:192-196, 1999.