Understanding the Surviving Bugsin Open Source Software through the Community Perspective : Using Bayesian Analysis

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

View graph of relations

Detail(s)

Original languageEnglish
Title of host publicationProceedings - 2019 Amity International Conference on Artificial Intelligence - (AICAI‘19)
EditorsSunil Kumar Khatr, Ajay Rana, P.K. Kapur
PublisherInstitute of Electrical and Electronics Engineers
Pages494-498
ISBN (Electronic)978-1-5386-9346-9
ISBN (Print)978-1-5386-9347-6
Publication statusPublished - Feb 2019

Publication series

NameProceedings - Amity International Conference on Artificial Intelligence, AICAI

Conference

Title2019 Amity International Conference on Artificial Intelligence (AICAI 2019)
LocationAmity University Dubai
PlaceUnited Arab Emirates
CityDubai
Period4 - 6 February 2019

Abstract

Mining the software repositories expose a lot of factors for software quality improvement. Researchers have worked extensively from various aspects of bug reports to predict, prevent and categorize the bugs in the software. Unfortunately, the survival aspect of software bugs is hardly reflected upon for bug removal efficiency. The surviving bugs are far more
crucial for software reliability as compared to timely detected bugs. In this study, we ahead to highlight the existence of surviving bugs in open source software projects from the community perspective. A causal assessment model is developed using the Bayesian network for drawing the probabilistic inference to answer the proposed research questions. The study used
data set from Apache 2.0.44 official release to reflect upon the findings.

Research Area(s)

  • open source software, bug correction, bug detection, commenters, comments, Bayesian network, DYNAMICS, MODEL

Citation Format(s)

Understanding the Surviving Bugsin Open Source Software through the Community Perspective: Using Bayesian Analysis. / Razzaq, Seher; Xie, Min.
Proceedings - 2019 Amity International Conference on Artificial Intelligence - (AICAI‘19). ed. / Sunil Kumar Khatr; Ajay Rana; P.K. Kapur. Institute of Electrical and Electronics Engineers, 2019. p. 494-498 8701295 (Proceedings - Amity International Conference on Artificial Intelligence, AICAI ).

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review