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Title: :  Effective Bug Triage System
PaperId: :  5643
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 3 2017
DUI:    16.0415/IJARIIE-5643
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Renu DeorankarUniversity of Pune, Maharashtra
Shubhangi VairagarUniversity of Pune, Maharashtra

Abstract

Computer Engineering
Feature selection, application of data preprocessing, Instance selection, Mining software repositories, data management for bug repositories, bug data minimization, bug triage, prediction for reduction orders
Software bugs are the major areas where most of the IT companies spend its 45% of efforts. The most efficient way of reducing bugs in the software is bug triage, which is appropriately assigning the new but to a developer. Automatic Bug triage is conducted by using text classification methods to minimize the manual work. In this paper, the problem of huge data for bug triage is addressed i.e. reducing the amount of data in assigning the bugs to developers. This technique combines feature selection and instance selection for simultaneously minimizing the bug dimension and word dimension. To identify the application order of instance selection and then feature selection, extraction of various attributes from previous bug track record is carried out to build new bug track or dataset. The proposed system tests its performance on the sample dataset of the open source software i.e. Eclipse. The proposed system works on novel data processing techniques to generate small amount of but highly informative bug report data in software maintenance and development

Citations

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IJARIIE Renu Deorankar, and Shubhangi Vairagar. "Effective Bug Triage System" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 3 2017 Page 3076-3083
MLA Renu Deorankar, and Shubhangi Vairagar. "Effective Bug Triage System." International Journal Of Advance Research And Innovative Ideas In Education 3.3(2017) : 3076-3083.
APA Renu Deorankar, & Shubhangi Vairagar. (2017). Effective Bug Triage System. International Journal Of Advance Research And Innovative Ideas In Education, 3(3), 3076-3083.
Chicago Renu Deorankar, and Shubhangi Vairagar. "Effective Bug Triage System." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 3 (2017) : 3076-3083.
Oxford Renu Deorankar, and Shubhangi Vairagar. 'Effective Bug Triage System', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 3, 2017, p. 3076-3083. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Effective_Bug_Triage_System_ijariie5643.pdf (Accessed : ).
Harvard Renu Deorankar, and Shubhangi Vairagar. (2017) 'Effective Bug Triage System', International Journal Of Advance Research And Innovative Ideas In Education, 3(3), pp. 3076-3083IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Effective_Bug_Triage_System_ijariie5643.pdf (Accessed : )
IEEE Renu Deorankar, and Shubhangi Vairagar, "Effective Bug Triage System," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 3, pp. 3076-3083, May-Jun 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/Effective_Bug_Triage_System_ijariie5643.pdf [Accessed : ].
Turabian Renu Deorankar, and Shubhangi Vairagar. "Effective Bug Triage System." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 3 ().
Vancouver Renu Deorankar, and Shubhangi Vairagar. Effective Bug Triage System. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 3(3) : 3076-3083. Available from: http://ijariie.com/AdminUploadPdf/Effective_Bug_Triage_System_ijariie5643.pdf
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