Automated Categorization of Bugs

Pradeep Kumar HS; Hariprasad BP; H M Girish; Rakesh Y; Susheela N

Automated Categorization of Bugs

April 2019

Vol-5, Issue-2

Paper ID: 10060

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Engineering

Keywords

Software Bugs Feature Selection instance selection Naive bayes classifier

Abstract

About 40 percent of cost spends by software companies in dealing with software bugs. A bug triage is step of fixing bugs that assigns a new bug to developer. An automatic bug triage is conducted to decrease the cost in manual work and the text classification techniques are applied. In this paper, address the problem of data reduction for bug data which are collected from various products like, Mozilla, open office and eclipse, to improve the quality of bug and to reduce the scale of bug data. To reduce the word dimension and the bug dimension we combine feature selection with instance selection which done simultaneously. To determine the feature selection and instance selection, we can a build a predictive model for a bug data set by extracting attribute from previous bug data set.

License

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Author Information

#	Name	Institute / Affiliation
1	Pradeep Kumar HS	The National Institute of Engineering,Mysuru
2	Hariprasad BP	The National Institute of Engineering, Mysuru
3	H M Girish	The National Institute of Engineering, Mysuru
4	Rakesh Y	The National Institute of Engineering, Mysuru
5	Susheela N	The National Institute of Engineering, Mysuru

How to Cite

Use the following formats to cite this article in your research.

APA Style

HS, Pradeep Kumar, BP, Hariprasad, Girish, H M, Y, Rakesh, & N, Susheela (2019). Automated Categorization of Bugs. International Journal of Advance Research and Innovative Ideas In Education, 5(2), 2486-2490.

MLA Style

HS, Pradeep Kumar, et al. "Automated Categorization of Bugs." International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 2, 2019, pp. 2486-2490.

IEEE Style

Pradeep Kumar HS, Hariprasad BP, H M Girish, Rakesh Y, and Susheela N, "Automated Categorization of Bugs," International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 2, pp. 2486-2490, 2019.

Vancouver Style

HS Pradeep Kumar, BP Hariprasad, Girish H M, Y Rakesh, N Susheela. Automated Categorization of Bugs. International Journal of Advance Research and Innovative Ideas In Education. 2019;5(2):2486-2490.

Harvard Style

HS, Pradeep Kumar, BP, Hariprasad, Girish, H M, Y, Rakesh, & N, Susheela (2019) 'Automated Categorization of Bugs', International Journal of Advance Research and Innovative Ideas In Education, 5(2), pp. 2486-2490.

Chicago Style

HS, Pradeep Kumar, et al. "Automated Categorization of Bugs." International Journal of Advance Research and Innovative Ideas In Education 5, no. 2 (2019): 2486-2490.

Turabian Style

HS, Pradeep Kumar, et al. "Automated Categorization of Bugs." International Journal of Advance Research and Innovative Ideas In Education 5, no. 2 (2019): 2486-2490.