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Title: :  A Survey on Traditional Bug Triage and Software Data Reduction Techniques
PaperId: :  3577
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 1 2017
DUI:    16.0415/IJARIIE-3577
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Tanuja PansambalVishwabharati Academy's College of Engineering,Ahmednagar
H.B. JadhavVishwabharati Academy's College of Engineering,Ahmednagar

Abstract

Computer Engineering
Instance selection, Feature selection, application of data preprocessing, Mining software repositories, bug data minimization, bug triage, data management for bug repositories, prediction for reduction orders.
Software bugs are the major areas where most of the IT companies spend its 45% of efforts. Bug triage is a most dynamic way for reducing bugs in the software, which is appropriately assigning the new bug to a developer. Automatic Bug triage is conducted by using text classification methods to minimize the manual work. In this section paper, the problem of large 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 software. 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.

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IJARIIE Tanuja Pansambal, and H.B. Jadhav. "A Survey on Traditional Bug Triage and Software Data Reduction Techniques" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 1 2017 Page 21-25
MLA Tanuja Pansambal, and H.B. Jadhav. "A Survey on Traditional Bug Triage and Software Data Reduction Techniques." International Journal Of Advance Research And Innovative Ideas In Education 3.1(2017) : 21-25.
APA Tanuja Pansambal, & H.B. Jadhav. (2017). A Survey on Traditional Bug Triage and Software Data Reduction Techniques. International Journal Of Advance Research And Innovative Ideas In Education, 3(1), 21-25.
Chicago Tanuja Pansambal, and H.B. Jadhav. "A Survey on Traditional Bug Triage and Software Data Reduction Techniques." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 1 (2017) : 21-25.
Oxford Tanuja Pansambal, and H.B. Jadhav. 'A Survey on Traditional Bug Triage and Software Data Reduction Techniques', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 1, 2017, p. 21-25. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_Survey_on_Traditional_Bug_Triage_and_Software_Data_Reduction_Techniques_ijariie3577.pdf (Accessed : 22 October 2024).
Harvard Tanuja Pansambal, and H.B. Jadhav. (2017) 'A Survey on Traditional Bug Triage and Software Data Reduction Techniques', International Journal Of Advance Research And Innovative Ideas In Education, 3(1), pp. 21-25IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_Survey_on_Traditional_Bug_Triage_and_Software_Data_Reduction_Techniques_ijariie3577.pdf (Accessed : 22 October 2024)
IEEE Tanuja Pansambal, and H.B. Jadhav, "A Survey on Traditional Bug Triage and Software Data Reduction Techniques," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 1, pp. 21-25, Jan-Feb 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_Survey_on_Traditional_Bug_Triage_and_Software_Data_Reduction_Techniques_ijariie3577.pdf [Accessed : 22 October 2024].
Turabian Tanuja Pansambal, and H.B. Jadhav. "A Survey on Traditional Bug Triage and Software Data Reduction Techniques." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 1 (22 October 2024).
Vancouver Tanuja Pansambal, and H.B. Jadhav. A Survey on Traditional Bug Triage and Software Data Reduction Techniques. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 22 October 2024]; 3(1) : 21-25. Available from: http://ijariie.com/AdminUploadPdf/A_Survey_on_Traditional_Bug_Triage_and_Software_Data_Reduction_Techniques_ijariie3577.pdf
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